103 results on '"Amanda Oakley"'
Search Results
2. Store-and-Forward Teledermatology for Assessing Skin Cancer in 2023: Literature Review
- Author
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Leah Kirsten Jones and Amanda Oakley
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Dermatology ,RL1-803 - Abstract
BackgroundThe role of teledermatology for skin lesion assessment has been a recent development, particularly, since the COVID-19 pandemic has impacted the ability to assess patients in person. The growing number of studies relating to this area reflects the evolving interest. ObjectiveThis literature review aims to analyze the available research on store-and-forward teledermatology for skin lesion assessment. MethodsMEDLINE was searched for papers from January 2010 to November 2021. Papers were searched for assessment of time management, effectiveness, and image quality. ResultsThe reported effectiveness of store-and-forward teledermatology for skin lesion assessment produces heterogeneous results likely due to significant procedure variations. Most studies show high accuracy and diagnostic concordance of teledermatology compared to in-person dermatologist assessment and histopathology. This is improved through the use of teledermoscopy. Most literature shows that teledermatology reduces time to advice and definitive treatment compared to outpatient clinic assessment. ConclusionsOverall, teledermatology offers a comparable standard of effectiveness to in-person assessment. It can save significant time in expediting advice and management. Image quality and inclusion of dermoscopy have a considerable bearing on the overall effectiveness.
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- 2023
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3. Teledermatology for Enhancing Skin Cancer Diagnosis and Management: Retrospective Chart Review
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Julia L Gao and Amanda Oakley
- Subjects
Dermatology ,RL1-803 - Abstract
BackgroundSkin cancer rates are at all-time highs, but the shortage of dermatologists compels patients to seek medical advice from general practitioners. A new referral pathway called the Suspected Skin Cancer (SSC) service was established to provide general practitioners in Waikato, New Zealand, with rapid diagnosis and treatment advice for lesions suspicious for skin cancer. ObjectiveThe aim of this study was to assess the quantity, quality, and characteristics of referrals to the SSC teledermatology service during its first 6 months. MethodsA retrospective chart review of all referrals sent to the SSC teledermatology service during the first 6 months of its operation was conducted. Time to advice, diagnoses, diagnostic discordance, adherence to advice, and time to treatment were recorded. Diagnostic discordance between general practitioners, dermatologists, and pathologists was calculated. ResultsThe SSC service received 340 referrals for 402 lesions. Dermatologists diagnosed 256 (63.7%) of these lesions as benign; 56 (13.9%) were histologically confirmed as malignant, including 19 (4.7%) melanomas. The overall discordance between referrer and dermatologist on specific and broad (ie, benign or malignant) diagnoses for 402 lesions was 47% and 26% (κ=0.58, SD 0.07), respectively; 44% and 26% (κ=0.61, SD 0.15) between referrer and pathologist; and 18% and 12% (κ=0.82, SD 0.12) between dermatologist and pathologist. The mean time between referral submission and receiving advice was 1.02 days. The average time to action (eg, excision) was 64.8 days. ConclusionsAn electronic referral system can be an effective form of teledermatology for providing prompt diagnosis and management advice for benign and malignant skin lesions.
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- 2023
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4. Benign Keratosis: A Useful Term?
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Rebecca Scott and Amanda Oakley
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benign keratosis ,seborrhoeic keratosis ,lichen planus-like keratosis ,solar lentigo ,dermoscopy ,Dermatology ,RL1-803 - Abstract
Introduction: Seborrheic keratosis (SK), lichen planus-like keratosis (LPLK), and solar lentigo (SL) are common benign skin lesions. These lesions are frequently seen adjacent to each other or can arise from one another. They can sometimes be difficult to differentiate despite having distinct histopathological features. Objectives: We evaluated dermoscopic images of 80 skin lesions to confirm the term ‘benign keratosis’ is useful for an undifferentiated SK/LPLK/SL where there are overlapping clinical and dermoscopic characteristics. Methods: Clinical and dermoscopic images were sourced from a teledermoscopy service database of 13,000 lesions in 7,000 patients. The database was queried for SK, SL or LPLK in sun-exposed sites. Each lesion was evaluated based on specific dermoscopic criteria and the results analyzed. Results: Lesions were identified with mixed clinical and dermoscopic criteria of SK and SL, and in some, dermoscopic criteria for LPLK were also present. Conclusions: This study highlights the relationship between these lesions. We confirm the term ‘benign keratosis’ is useful for mixed lesions or for those that are difficult to classify.
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- 2023
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5. Body site locations of basal cell carcinoma, squamous cell carcinoma and actinic keratosis in patients referred to the Waikato District Health Board teledermoscopy clinic
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Amanda Oakley, Isabella Santos, Ji Won Kim, and Kyla Kim
- Subjects
actinic ,basal cell ,carcinoma ,keratinocytes ,keratosis ,lesion ,Public aspects of medicine ,RA1-1270 - Abstract
IntroductionBasal cell carcinoma (BCC), squamous cell carcinoma (SCC) and actinic keratosis (AK) are usually located on sun-exposed areas of the body. AimsOur main aims were to identify the common body site locations of BCC, SCC and AK in patients attending the Waikato District Health Board teledermoscopy clinic, also known as the Waikato Virtual Lesion Clinic, as well as to analyse whether the distribution of location changes with age and sex. MethodsThis is a retrospective study where the body site location of 3272 keratinocytic lesions was determined and analysed in 1864 patients attending the Waikato District Health Board teledermoscopy clinics between 2010 and 2021. ResultsAll three types of lesion were most commonly located in the head and neck region (40.9% of BCCs, 38% of SCCs, 83.2% of AKs), followed by 26.8% on the trunk for BCC, 32.3% on the lower extremities for SCC, and 11.6% on the upper extremities for AK. DiscussionOur findings of body site locations for keratinocytic lesions were consistent with other studies. Patients were commonly diagnosed with multiple keratinocytic lesions.
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- 2022
6. A 9-Year Teledermoscopy Service in New Zealand: Retrospective Service Review
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Novell Shu Chyng Teoh and Amanda Oakley
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Dermatology ,RL1-803 - Abstract
BackgroundA teledermoscopy service was established in January 2010 wherein patients attended nurse-led clinics for the imaging of lesions of concern and remote diagnosis by a dermatologist. ObjectiveThis study aims to review the number of visits, patient characteristics, the efficiency of the service, and the diagnoses made. MethodsWe evaluated the waiting times and diagnoses of skin lesions for all patient visits from January 1, 2010, to May 31, 2019. The relationships between patient characteristics and the diagnosis of melanoma were specifically analyzed. ResultsThe teledermoscopy clinic was attended by 6479 patients for 11,005 skin lesions on 8805 occasions. Statistically significant risk factors for the diagnosis of melanoma and melanoma in situ were male sex (P
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- 2022
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7. A retrospective review of cutaneous vascular lesions referred to a teledermatology clinic
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Amanda Oakley and Amy Choi
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Referrals ,cutaneous vascular lesions ,primary care ,teledermatology ,Public aspects of medicine ,RA1-1270 - Abstract
ABSTRACT INTRODUCTIONMost cutaneous vascular lesions are benign and do not require treatment. Many are referred to specialist dermatologists from primary care. AIMThis study aimed to investigate the characteristics of cutaneous vascular lesions and the reasons for their referral from primary care. METHODSLesions diagnosed as cutaneous vascular abnormalities or dermatoses were retrospectively selected from a database of patients attending the Waikato Virtual Lesion Clinic. Demographic data, diagnosis and clinic outcome were recorded for each imaged lesion. Primary care referrals were reviewed to determine the reasons for referral. RESULTSIn total, 229 referrals for vascular lesions were received between January 2010 and February 2019. Patient ages ranged from 6 to 95 years and 64.2% of patients were female. Nearly half the lesions (47.2%) were located on the head and neck; 64.1% had a dermatological diagnosis of a vascular tumour and 18.7% had a malformation. The most common reason for referral was pigmentation (45.7%) and bleeding was least common (8.2%). No diagnosis was given in 34.2% of referrals and less than one-quarter had a correct diagnosis. Malignancy was suspected in 40.2% of referrals; however, the dermatologists found that 95.2% of patients did not require further treatment. Half of excisions (n=2) were for bleeding and all were histologically benign. DISCUSSIONDiagnostic uncertainty and suspected malignancy commonly result in referral of benign cutaneous vascular lesions to public dermatology services. This study highlights the usefulness of teledermatology in the timely access of specialist input, minimising the need for intervention or excision.
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- 2021
8. Skin Lesion Segmentation in Dermoscopic Images With Ensemble Deep Learning Methods
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Manu Goyal, Amanda Oakley, Priyanka Bansal, Darren Dancey, and Moi Hoon Yap
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Skin cancer ,skin lesion segmentation ,ensemble segmentation methods ,deep learning ,melanoma ,instance segmentation ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 - Abstract
Early detection of skin cancer, particularly melanoma, is crucial to enable advanced treatment. Due to the rapid growth in the number of skin cancers, there is a growing need of computerised analysis for skin lesions. The state-of-the-art public available datasets for skin lesions are often accompanied with a very limited amount of segmentation ground truth labeling. Also, the available segmentation datasets consist of noisy expert annotations reflecting the fact that precise annotations to represent the boundary of skin lesions are laborious and expensive. The lesion boundary segmentation is vital to locate the lesion accurately in dermoscopic images and lesion diagnosis of different skin lesion types. In this work, we propose the fully automated deep learning ensemble methods to achieve high sensitivity and high specificity in lesion boundary segmentation. We trained the ensemble methods based on Mask R-CNN and DeeplabV3+ methods on ISIC-2017 segmentation training set and evaluate the performance of the ensemble networks on ISIC-2017 testing set and PH2 dataset. Our results showed that the proposed ensemble methods segmented the skin lesions with Sensitivity of 89.93% and Specificity of 97.94% for the ISIC-2017 testing set. The proposed ensemble method Ensemble-A outperformed FrCN, FCNs, U-Net, and SegNet in Sensitivity by 4.4%, 8.8%, 22.7%, and 9.8% respectively. Furthermore, the proposed ensemble method Ensemble-S achieved a specificity score of 97.98% for clinically benign cases, 97.30% for the melanoma cases, and 98.58% for the seborrhoeic keratosis cases on ISIC-2017 testing set, exhibiting better performance than FrCN, FCNs, U-Net, and SegNet.
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- 2020
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9. Macroscopic and dermoscopic evaluation used to differentiate subungual haemorrhage from melanocytic lesions
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Amanda Oakley and Mirain Phillips
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Subungual haematoma ,melanonychia ,ungual melanoma ,nail diseases ,pigmentation disorders ,dermoscopy ,Public aspects of medicine ,RA1-1270 - Abstract
ABSTRACT INTRODUCTIONSubungual haemorrhage describes blood located between the nail matrix and nail plate caused by trauma. Lack of recalled trauma and long duration of nail pigmentation results in specialist referrals to rule out malignant pathology. AIMThis report aims to describe the macroscopic and dermoscopic characteristics of subungual haemorrhage and to highlight its clinical differentiation from melanocytic lesions. METHODSNinety-eight nails were assessed. Pigmentation in fifty-nine was due to subungual haemorrhage and was melanocytic in the remainder (identified by a longitudinal pigmented band). RESULTSPigmentation in subungual haemorrhage had a clear proximal margin (73%) and the dermoscopic pattern was homogenous (97%), globular (78%) or streaky (34%). Features included peripheral fading (68%) and periungual haemorrhage (5%). Malignancy could be excluded in these cases by careful clinical evaluation. DISCUSSIONA combination of macroscopic and dermoscopic characteristics help make a confident diagnosis of subungual haemorrhage. A two-stage process can aid clinical diagnosis by looking for known features of subungual haemorrhage and identifying absence of malignant features.
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- 2020
10. Dermatology Made Easy, second edition
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Amanda Oakley
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- 2022
11. Improving skin cancer management with ARTificial intelligence: A pre-post intervention trial of an artificial intelligence system used as a diagnostic aid for skin cancer management in a real-world specialist dermatology setting
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Claire Felmingham, Yan Pan, Yonatan Kok, John Kelly, Douglas Gin, Jennifer Nguyen, Michelle Goh, Alex Chamberlain, Amanda Oakley, Simon Tucker, William Berry, Mark Darling, Dale Jobson, Aaron Robinson, Sara de Menezes, Charlie Wang, Anneliese Willems, Catriona McLean, William Cranwell, Nikki Adler, Miki Wada, Peter Foley, Jane Brack, Simon Cumming, Gabrielle Byars, Adrian Bowling, Zongyuan Ge, Martin Haskett, Rory Wolfe, Victoria Mar, Sarah Brennand, Christopher Chew, Sarah Chivers, Alvin Chong, Rachael Davenport, Aakriti Gupta, Emma Hiscutt, Anthony Honigman, Matthew Howard, Rebekka Jerjen, Minhee Kim, Jane Li, Wenyuan Liu, Helena Lolatgis, Zhi Mei Low, Priska McDonald, Blake Mumford, Diana Norris, Hugh Roberts, Sarah Smithson, Edmund Wee, Gwyneth Natalie Wong, Mabel Yan, and Michaela Zallmann
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Dermatology - Published
- 2023
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12. Sexually Transmitted Infection Prevention: An Overview
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S.R. Prabhu, Amanda Oakley, and David H. Felix
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- 2022
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13. Artificial Intelligence for Diagnosis of Skin Cancer: Challenges and Opportunities.
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Manu Goyal, Thomas Knackstedt, Shaofeng Yan, Amanda Oakley, and Saeed Hassanpour
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- 2019
14. Body site locations of basal cell carcinoma, squamous cell carcinoma and actinic keratosis in patients referred to the Waikato District Health Board teledermoscopy clinic
- Author
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Isabella Santos, Kyla Kim, Amanda Oakley, and Ji Won Kim
- Subjects
Keratosis, Actinic ,Skin Neoplasms ,Carcinoma, Basal Cell ,Carcinoma, Squamous Cell ,Humans ,General Medicine ,Retrospective Studies - Abstract
Introduction Basal cell carcinoma (BCC), squamous cell carcinoma (SCC) and actinic keratosis (AK) are usually located on sun-exposed areas of the body. Aims Our main aims were to identify the common body site locations of BCC, SCC and AK in patients attending the Waikato District Health Board teledermoscopy clinic, also known as the Waikato Virtual Lesion Clinic, as well as to analyse whether the distribution of location changes with age and sex. Methods This is a retrospective study where the body site location of 3272 keratinocytic lesions was determined and analysed in 1864 patients attending the Waikato District Health Board teledermoscopy clinics between 2010 and 2021. Results All three types of lesion were most commonly located in the head and neck region (40.9% of BCCs, 38% of SCCs, 83.2% of AKs), followed by 26.8% on the trunk for BCC, 32.3% on the lower extremities for SCC, and 11.6% on the upper extremities for AK. Discussion Our findings of body site locations for keratinocytic lesions were consistent with other studies. Patients were commonly diagnosed with multiple keratinocytic lesions.
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- 2022
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15. Timeliness of diagnosis and treatment of cutaneous melanoma with dermatology, general practice, plastics surgery collaboration – are we meeting standards?
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Haein Na and Amanda Oakley
- Subjects
General Medicine - Published
- 2023
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16. Skin lesion boundary segmentation with fully automated deep extreme cut methods.
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Manu Goyal, Jiahua Ng, Amanda Oakley, and Moi Hoon Yap
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- 2019
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17. Teledermatology for Enhancing Skin Cancer Diagnosis and Management: Retrospective Chart Review (Preprint)
- Author
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Julia L Gao and Amanda Oakley
- Abstract
BACKGROUND Skin cancer rates are at all-time highs, but the shortage of dermatologists compels patients to seek medical advice from general practitioners. A new referral pathway called the Suspected Skin Cancer (SSC) service was established to provide general practitioners in Waikato, New Zealand, with rapid diagnosis and treatment advice for lesions suspicious for skin cancer. OBJECTIVE The aim of this study was to assess the quantity, quality, and characteristics of referrals to the SSC teledermatology service during its first 6 months. METHODS A retrospective chart review of all referrals sent to the SSC teledermatology service during the first 6 months of its operation was conducted. Time to advice, diagnoses, diagnostic discordance, adherence to advice, and time to treatment were recorded. Diagnostic discordance between general practitioners, dermatologists, and pathologists was calculated. RESULTS The SSC service received 340 referrals for 402 lesions. Dermatologists diagnosed 256 (63.7%) of these lesions as benign; 56 (13.9%) were histologically confirmed as malignant, including 19 (4.7%) melanomas. The overall discordance between referrer and dermatologist on specific and broad (ie, benign or malignant) diagnoses for 402 lesions was 47% and 26% (κ=0.58, SD 0.07), respectively; 44% and 26% (κ=0.61, SD 0.15) between referrer and pathologist; and 18% and 12% (κ=0.82, SD 0.12) between dermatologist and pathologist. The mean time between referral submission and receiving advice was 1.02 days. The average time to action (eg, excision) was 64.8 days. CONCLUSIONS An electronic referral system can be an effective form of teledermatology for providing prompt diagnosis and management advice for benign and malignant skin lesions.
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- 2022
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18. A baseline patch test series for New Zealand
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Adrian J Seine, Lydia Chan, Elizabeth Ann Baird, Harriet Cheng, Amanda Oakley, Amy Stanway, Anne L. Davis, Marius Rademaker, Deborah Greig, Lissa Judd, Louise Reiche, and Caroline Mahon
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Adult ,Male ,medicine.medical_specialty ,Population ,Myroxylon ,Dermatology ,Young Adult ,chemistry.chemical_compound ,Methylisothiazolinone ,medicine ,Humans ,education ,Allergic contact dermatitis ,Retrospective Studies ,education.field_of_study ,biology ,business.industry ,Patch test ,Methylchloroisothiazolinone ,Gold standard (test) ,Allergens ,Middle Aged ,Patch Tests ,medicine.disease ,biology.organism_classification ,chemistry ,Dermatitis, Allergic Contact ,Female ,business ,Contact dermatitis ,New Zealand - Abstract
BACKGROUND Patch testing is the gold standard diagnostic test for allergic contact dermatitis and needs to be relevant to the region and the population being tested. The aim of this study was to develop a specific New Zealand baseline series (NZBS). METHOD We performed a retrospective case note review of patients attending four regional patch test centres between 2008 and 2020. Demographic and diagnostic information was collected for each patient along with results of patch testing. Using the results of this review, a group of 11 dermatologists with an interest in contact dermatitis agreed on a core group of allergens for inclusion in an NZBS, based on the frequency of positive reactions and allergens of interest. The remaining potential allergens were ranked by each dermatologist using an online questionnaire, with inclusion in the final NZBS by consensus. RESULTS Results from 2402 patients (67% female, mean age 44 years) from Auckland, Wellington, Palmerston North and Christchurch were collated. The 10 most frequent positive (relevant and non-relevant) allergens were nickel sulfate (22.0%), fragrance mix I (8.6%), cobalt chloride (7.3%), Myroxylon pereirae (5.6%), colophonium (5.1%), p-phenylenediamine (4.9%), methylisothiazolinone/methylchloroisothiazolinone (4.1%), fragrance mix II (3.9%), potassium dichromate (3.5%) and methylisothiazolinone (3.4%). Based on these results, a core series of 30 allergens was developed, with an additional 30 allergens added to form the extended series (total 60 allergens). CONCLUSION The baseline series of patch test allergens for routine use in New Zealand (NZBS) is based on national patch test data and expert consensus.
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- 2021
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19. A retrospective review of cutaneous vascular lesions referred to a teledermatology clinic
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Amy Choi and Amanda Oakley
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Adult ,medicine.medical_specialty ,Teledermatology ,Adolescent ,Referral ,MEDLINE ,Dermatology ,Primary care ,Malignancy ,Skin Diseases ,Lesion ,Young Adult ,030207 dermatology & venereal diseases ,03 medical and health sciences ,primary care ,0302 clinical medicine ,medicine ,Humans ,030212 general & internal medicine ,Child ,Head and neck ,Referral and Consultation ,Aged ,Retrospective Studies ,Aged, 80 and over ,Retrospective review ,teledermatology ,business.industry ,General Medicine ,Middle Aged ,Referrals ,medicine.disease ,Telemedicine ,cutaneous vascular lesions ,Female ,medicine.symptom ,Public aspects of medicine ,RA1-1270 ,business - Abstract
INTRODUCTION Most cutaneous vascular lesions are benign and do not require treatment. Many are referred to specialist dermatologists from primary care. AIM This study aimed to investigate the characteristics of cutaneous vascular lesions and the reasons for their referral from primary care. METHODS Lesions diagnosed as cutaneous vascular abnormalities or dermatoses were retrospectively selected from a database of patients attending the Waikato Virtual Lesion Clinic. Demographic data, diagnosis and clinic outcome were recorded for each imaged lesion. Primary care referrals were reviewed to determine the reasons for referral. RESULTS In total, 229 referrals for vascular lesions were received between January 2010 and February 2019. Patient ages ranged from 6 to 95 years and 64.2% of patients were female. Nearly half the lesions (47.2%) were located on the head and neck; 64.1% had a dermatological diagnosis of a vascular tumour and 18.7% had a malformation. The most common reason for referral was pigmentation (45.7%) and bleeding was least common (8.2%). No diagnosis was given in 34.2% of referrals and less than one-quarter had a correct diagnosis. Malignancy was suspected in 40.2% of referrals; however, the dermatologists found that 95.2% of patients did not require further treatment. Half of excisions (n = 2) were for bleeding and all were histologically benign. DISCUSSION Diagnostic uncertainty and suspected malignancy commonly result in referral of benign cutaneous vascular lesions to public dermatology services. This study highlights the usefulness of teledermatology in the timely access of specialist input, minimising the need for intervention or excision.
- Published
- 2021
20. Cutaneous adverse reactions following the Pfizer/BioNTech COVID-19 vaccine
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Anna Luo and Amanda Oakley
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COVID-19 Vaccines ,COVID-19 ,Humans ,Dermatology ,Skin Diseases ,BNT162 Vaccine - Abstract
A growing number of cutaneous adverse reactions have been reported following the administration of a COVID-19 vaccine. We describe a series of twenty patients who developed a variety of cutaneous conditions within two weeks of receiving the Pfizer/ BioNTech BNT162b2 vaccine.
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- 2022
21. Sensitisation to antiseptics in Waikato, New Zealand, prior to the coronavirus disease 2019 pandemic
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Harriet Cheng, Amanda Oakley, and Ming Yan Lydia Chan
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2019-20 coronavirus outbreak ,Coronavirus disease 2019 (COVID-19) ,business.industry ,Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ,COVID-19 ,Dermatology ,Allergens ,Patch Tests ,Virology ,Dermatitis, Allergic Contact ,Pandemic ,Research Letter ,Anti-Infective Agents, Local ,Humans ,Medicine ,Letters to the Editor ,business ,Letter to the Editor ,New Zealand ,Retrospective Studies - Published
- 2021
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22. Are We Missing Something? The Skin Lesions Not Seen in Teledermatology (Preprint)
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Leah Jones and Amanda Oakley
- Abstract
BACKGROUND The suspected skin cancer electronic referral pathway was introduced in 2017. It requires general practitioners to add regional, close-up, and dermoscopic images to a lesion-specific referral template for a teledermatologist to review and advise on management. The virtual lesion clinic is a nurse-led clinic used since 2010 to obtain high-quality images for teledermoscopy assessment. A limitation of both services is the absence of a full-body examination. OBJECTIVE This study aims to evaluate the number of skin cancers missed during teledermatology assessment. METHODS This is a retrospective review of skin lesion referrals to dermatology. Suspected skin cancer referrals made in the latter half of 2020 were compared with referrals to the virtual lesion clinic during a similar time period in 2016. RESULTS The study included 481 patients with 548 lesions in the 2020 suspected skin cancer cohort that were matched for age, sex, and ethnicity to 400 patients with 682 lesions in the 2016 virtual lesion clinic cohort. A total of 41 patients underwent subsequent specialist review in the suspected skin cancer cohort compared to 91 in the virtual lesion clinic cohort. A total of 20% of the suspected skin cancer cohort and 24% of the virtual lesion clinic cohort were found to have at least one additional lesion of concern. The majority of these were keratinocytic skin cancers; there were 2 and 0 additional melanomas or melanoma-in-situ, respectively. The virtual lesion clinic nurses identified additional lesions for imaging in 78 of 400 (20%) patients assessed in the virtual lesion clinic. The teledermatologist determined (author AO) that 73% of these additional lesions were malignant. Of the 548 lesions, 10 (2%) in the suspected skin cancer group were rereferred, none of which had a change in diagnosis. Out of 682 lesions, 16 (2%) in the virtual lesion clinic cohort were rereferred, 6 (1%) of which had a change in diagnosis. CONCLUSIONS Patients diagnosed with skin cancer often have multiple lesions of concern. Single-lesion teledermoscopy diagnoses have high concordance with in-person evaluation and histology; however, we have shown that in-person examination may reveal other suspicious lesions. The importance of a full-body skin examination should be emphasized to the referrer.
- Published
- 2021
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23. A 9-Year Teledermoscopy Service: Retrospective Service Review (Preprint)
- Author
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Novell Shu Chyng Teoh and Amanda Oakley
- Abstract
BACKGROUND A teledermoscopy service was established in January 2010, where patients attended nurse-led clinics for imaging of lesions of concern and remote diagnosis by a dermatologist. OBJECTIVE The study aimed to review the number of visits, patient characteristics, the efficiency of the service, and the diagnoses made. METHODS We evaluated the waiting time and diagnosis of skin lesions for all patient visits from January 1, 2010, to May 31, 2019. The relationships between patient characteristics and the diagnosis of melanoma were specifically analyzed. RESULTS The teledermoscopy clinic was attended by 6479 patients for 11,005 skin lesions on 8805 occasions. Statistically significant risk factors for the diagnosis of melanoma/melanoma in situ were male sex, European ethnicity, and Fitzpatrick skin type 2. Attendance was maximal during 2015 and 2016. The seasonal variation in visits 2011-2018 revealed a consistent peak at the end of summer and a dip at the end of winter. In the year 2010, 306 patients attended; 76% (233/306) of these were discharged to primary care and 24% (73/306) were referred to hospital for specialist assessment. For patients diagnosed by the dermatologist with suspected melanoma from January 1, 2010, to May 31, 2019, the median waiting time for an imaging appointment was 44.5 days (average 57.9 days, range 8-218 days). The most common lesions diagnosed were benign naevus (2933/11,005, 27%), benign keratosis (2576/11,005, 23%), and keratinocytic cancer (1707/11,005, 15%); melanoma was suspected in 5% (507/11,005) of referred lesions (Multimedia Appendix 1). The positive predictive value of melanoma/melanoma in situ was 61.1% (320 true positives and 203 false positives). The number needed to treat (ie, the ratio of the total number of excisions to the number with a histological diagnosis of melanoma/melanoma in situ) was 2.02. CONCLUSIONS Diagnoses were comparable to the experience of other teledermoscopy services. Teledermoscopy using a nurse-led imaging clinic can provide efficient and convenient access to dermatology by streamlining referrals to secondary care and prioritizing patients with skin cancer for treatment.
- Published
- 2021
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24. Artificial Intelligence Support for Skin Lesion Triage in Primary Care and Dermatology (Preprint)
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Harmony Thompson, Adrian Bowling, Michael Jameson, and Amanda Oakley
- Abstract
BACKGROUND Primary care providers, dermatology specialists, and health care access are key components of primary prevention, early diagnosis, and treatment of skin cancer. Artificial intelligence (AI) offers the promise of diagnostic support for nonspecialists, but real-world clinical validation of AI in primary care is lacking. OBJECTIVE We aimed to (1) assess the reliability of an AI-based clinical triage algorithm in classifying benign and malignant skin lesions and (2) evaluate the quality of images obtained in primary care using the study camera (3Gen DermLite Cam v4 or similar). METHODS This was a single-center, prospective, double-blinded observational study with a predetermined study design. We recruited participants with suspected skin cancer in 20 primary care practices who were referred for assessment via teledermatology. A second set of photographs taken using a standardized camera was processed by the AI algorithm. We evaluated the image quality and compared two teledermatologists’ diagnoses by consensus (the “gold standard”) with AI and histology where applicable. RESULTS Our primary outcome assessment stratified 391 skin lesions by management as benign, uncertain, or malignant. Uncertain lesions were not included in the sensitivity and specificity analyses. Uncertain lesions included lesions that had either diagnostic or management uncertainties. For the remaining 242 lesions, the sensitivity was 97.26% (95% CI 93.13%-99.25%) and the specificity was 97.92% (95% CI 92.68%-99.75%). The AI algorithm was compared with the histological diagnoses for 123 lesions. The sensitivity was 100% (95% CI 95.85%-100%) and the specificity was 72.22% (95% CI 54.81%-85.80%). CONCLUSIONS The AI algorithm demonstrates encouraging results, with high sensitivity and specificity, concordant with previous AI studies. It shows potential as a triage tool in conjunction with teledermatology to augment health care and improve access to dermatology. Further real-life studies need to be conducted on a larger scale to assess the reliability, usability, and cost-effectiveness of the algorithm in primary care.
- Published
- 2021
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25. PASI vs PO-PASI: Patient-Oriented PASI (PO-PASI) is comparable to clinician score PASI
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Jean Rogers, Mikey Rangaitaha Epiha, Amanda Oakley, and Abraham Montes de Oca Pedrosa
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Male ,medicine.medical_specialty ,Correlation coefficient ,business.industry ,Interclass correlation ,Reproducibility of Results ,Dermatology ,Middle Aged ,Positive correlation ,Severity of Illness Index ,humanities ,Confidence interval ,Inter-rater reliability ,Psoriasis Area and Severity Index ,Internal medicine ,Patient oriented ,medicine ,Quality of Life ,Humans ,Psoriasis ,Female ,Linear correlation ,business - Abstract
This comparative observational study aimed to validate an online Patient-oriented Psoriasis Area and Severity Index (PO-PASI) by comparing it against the Psoriasis Area and Severity Index (PASI), of 97 adult participants with chronic plaque psoriasis. Pearson's correlation coefficient of 0.866 (P-value = 0.0001) showed a strong positive linear correlation, and interclass correlation coefficients [ICC scores = 0.864 [95% confidence intervals (CIs) (0.803 < ICC < 0.907)]] suggest an interrater reliability of 'good' to 'excellent' when comparing PO-PASI to the PASI score. Additionally, we compared PO-PASI and PASI with DLQI and demonstrated an overall stronger positive correlation between PO-PASI and DLQI when compared to PASI.
- Published
- 2021
26. How strong is the relationship between scabies and acute rheumatic fever? An analysis of neighbourhood factors
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Gerhard Sundborn, Roger Marshall, Ron King, Amanda Oakley, Simon Thornley, Richard J. Johnson, Mark Arbuckle, Jay Harrower, and Edwin Reynolds
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medicine.medical_specialty ,Scabies ,03 medical and health sciences ,symbols.namesake ,0302 clinical medicine ,030225 pediatrics ,parasitic diseases ,Epidemiology ,Prevalence ,Humans ,Medicine ,030212 general & internal medicine ,Poisson regression ,business.industry ,Incidence ,Public health ,Incidence (epidemiology) ,medicine.disease ,Confidence interval ,Pediatrics, Perinatology and Child Health ,symbols ,Rheumatic fever ,Rheumatic Fever ,business ,New Zealand ,Demography ,Permethrin ,medicine.drug - Abstract
Aim Recent studies have linked scabies with acute rheumatic fever (ARF). We explored the relationship, by neighbourhood, between permethrin dispensing as an indicator of scabies prevalence and ARF cases over the same period. Methods Incident cases of ARF notified to public health between September 2015 and June 2018 and the annual incidence of prescribing by neighbourhood over the same period were analysed. Evidence of an association between permethrin and ARF was obtained by carrying out Poisson regression of the rate of ARF in terms of permethrin rate at the census area unit level, with adjustment for ethnicity and socio-economic deprivation. Results A total of 413 neighbourhoods were included. The incidence of ARF varied between 0 and 102 per 100 000 people per year (mean 4.3). In contrast, the annual incidence of dispensing of permethrin varied between 0 and 3201 per 100 000 people per year (mean 771). A strong association was observed between the two variables. In an adjusted quasi-Poisson model, permethrin-dispensing rates were strongly associated with ARF incidence, with a change from the 16th to the 84th centile associated with a 16.5-fold increase in incidence (95% confidence interval: 3.82-71.6). Conclusions Permethrin prescribing as an indicator of scabies is strongly associated with the incidence of ARF. Considered together with other studies, this evidence suggests that improving scabies control may reduce the burden of ARF in New Zealand.
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- 2019
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27. Oral Dermatology : A Practical Guide for Dermatologists and Medical Practitioners
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S.R. Prabhu, Amanda Oakley, Sue-Ching Yeoh, S.R. Prabhu, Amanda Oakley, and Sue-Ching Yeoh
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Patients with oral mucosal diseases typically consult a dermatologist, family doctor or dentist, but these groups are often unfamiliar with acute and chronic mucosal disorders and lesions within the oral cavity. This book aims to help all specialists by providing: an introductory guide to oral anatomical features an outline of investigations and procedures appropriate for oral dermatology a differential diagnosis guide based on morphology and location a detailed assessment of all common oral mucosal conditions, using a consistent presentation including definition, aetiology, clinical features, investigations, treatment options, prevention strategies and prognosis hundreds of full colour clinical photographs to accompany the descriptions. The book provides an easy to access guide that helps readers quickly find the information needed to confidently assess symptoms and signs of lesions within and around the mouth. It is targeted at practising dermatologists and dermatologists in training, but will also appeal to otolaryngologists, dental practitioners, pharmacists, and dental nurses.
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- 2024
28. Telepediatrics: Telemedicine and Child Health
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Amanda Oakley and Amanda Oakley
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Recommended to all health professionals currently working or planning to set up services in paediatrics and telemedicine. This book is written by an international team of contributors who are working with paediatric telemedicine services. It covers a broad spectrum of topics:Specialist services: including Fetal medicine, Child psychiatry, Diabetes, Asthma, Burns, Paediatric surgery clinics, Sexual abuse, Tele-ophthalmology, Teleradiology and image transfer, Tele-ENTPrimary and community services: including Telemedicine and under-served communities (US and developing countries), Palliative care, Rehabilitation, Telephone help lines for parentsEducation services including: Education of doctors - Grand Rounds in Queensland, Australia, Educational videoconferences for parents in the Bronx, and websites for parents and children
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- 2024
29. Vulval lichen sclerosus: An Australasian management consensus
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Ann Olsson, Lois Eva, Jacinta Opie, Gillian Marshman, Judith Cole, Michael J Sladden, Janice Yeon, Gayle Fischer, Amanda Oakley, Catherine Drummond, Priya Selva-Nayagam, Jennifer Bradford, Emma Veysey, Roderic J Phillips, Sarah E. Hill, Tania Day, Kathryn Cook, Kate DeAmbrosis, Linda Pepall, Helen Saunders, Sally Ball, Geoffrey Lee, and Tanja Gizela Bohl
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medicine.medical_specialty ,Consensus ,Best practice ,Population ,Dermatology ,Lichen sclerosus ,Vulvar Lichen Sclerosus ,030207 dermatology & venereal diseases ,03 medical and health sciences ,0302 clinical medicine ,Chronic inflammatory skin condition ,medicine ,Humans ,Practice Patterns, Physicians' ,education ,Core set ,education.field_of_study ,business.industry ,medicine.disease ,Focus group ,Clinical Practice ,Lichen Sclerosus et Atrophicus ,030220 oncology & carcinogenesis ,Family medicine ,Anogenital region ,Practice Guidelines as Topic ,Female ,business ,Dermatologists - Abstract
Background/objectives: Vulval lichen sclerosus (VLS) is a chronic inflammatory skin condition predominantly affecting the anogenital region in women and children. To date, there is lack of agreement amongst experts on a severity scale to aid assessment, research and treatment stratification on VLS. Furthermore, literature on best practice for long-term management of VLS is lacking. The aim of this consensus is to provide broad guidelines on the short and long-term management of VLS. Methods: An initial focus group of Australasian experts in vulval dermatology developed a draft consensus statement for the management of VLS. Based on the results of the draft statement, a consensus panel of 22 Australasian experts, comprised of the initial and additional members, participated in an anonymous four-stage eDelphi process. Round 1 involved generation and voting on statements from the draft consensus statement developed by the focus group. In Rounds 2, 3 & 4, panel members were presented formal feedback from previous rounds and asked to indicate their level of agreement. Consensus was reached if there was ≥70% agreement on the importance of an item in the 4 (agree) to 5 (strongly agree) range. Results: The expert panel, with a total of 504 collective years of experience in the field of VLS, reached consensus on a core set of 51 management statements related to diagnosis, severity, initial and long-term management, follow-up, and complications of VLS. Conclusions: This study has identified a set of management statements for VLS that may be useful in clinical practice in the Australasian population.
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- 2021
30. Web Analytics: What dermatologists need to know
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Yan Ling Apollonia Tay and Amanda Oakley
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World Wide Web ,Web analytics ,Professional Competence ,Quality Assurance, Health Care ,Need to know ,business.industry ,Data Interpretation, Statistical ,Humans ,Medicine ,Dermatology ,business ,Dermatologists - Published
- 2020
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31. Morphological evolution in melanoma in situ using revised pattern analysis
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Rajan Ramji, Marius Rademaker, and Amanda Oakley
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0301 basic medicine ,In situ ,Adult ,Male ,Pathology ,medicine.medical_specialty ,Adolescent ,Melanoma in situ ,Positive control ,Pattern analysis ,Dermoscopy ,Dermatology ,Malignancy ,General Biochemistry, Genetics and Molecular Biology ,03 medical and health sciences ,Young Adult ,0302 clinical medicine ,Multiple time ,Medicine ,Humans ,Neoplasm Invasiveness ,Melanoma ,Aged ,Retrospective Studies ,Aged, 80 and over ,business.industry ,Middle Aged ,medicine.disease ,Prognosis ,030104 developmental biology ,Oncology ,030220 oncology & carcinogenesis ,Cohort ,Female ,business ,Skin lesion ,Carcinoma in Situ ,Follow-Up Studies - Abstract
Sequential digital dermoscopic imaging (SDDI) compares surface microscopy images of skin lesions over multiple time points. We utilized a retrospective SDDI cohort to investigate the development of dermoscopic features associated with malignancy in melanoma in situ (MIS). A total of 124 in situ melanomas were assessed from 110 Caucasian patients aged ≥18 years, with ≥2 serial images obtained between 1999 and 2017 and followed for a mean 41 months (3-142). As a positive control group, 58 invasive melanomas from 53 patients were also reviewed. Change in MIS size or number of colours correlated to time (both p
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- 2020
32. In situand invasive melanoma in a high-risk, New Zealand, population: A population-based study
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Stella J-H Kim, Ken H-K Ip, Amanda Oakley, Marius Rademaker, and J. Mark Elwood
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Adult ,Male ,medicine.medical_specialty ,Skin Neoplasms ,Biopsy ,Population ,Dermatology ,Disease ,Nodular melanoma ,Upper Extremity ,Breslow Thickness ,Lesion ,Young Adult ,030207 dermatology & venereal diseases ,03 medical and health sciences ,Sex Factors ,0302 clinical medicine ,medicine ,Humans ,Neoplasm Invasiveness ,education ,Melanoma ,Aged ,Skin ,Aged, 80 and over ,education.field_of_study ,medicine.diagnostic_test ,business.industry ,Incidence ,Incidence (epidemiology) ,Age Factors ,Torso ,Middle Aged ,medicine.disease ,Tumor Burden ,Lower Extremity ,Head and Neck Neoplasms ,030220 oncology & carcinogenesis ,Female ,medicine.symptom ,business ,New Zealand - Abstract
Background Few population-based studies assess both invasive and in situ melanoma. We document all patients with a first biopsied melanoma in a general population in New Zealand (NZ). Methods All residents in a defined area of New Zealand with a biopsy showing a new primary invasive or in situ melanoma from 2010 to 2012 were identified, 974 patients; analysis used multivariate methods. Results Age-standardised incidence rates were 34.3 in females (F) and 41.4 in males (M) for invasive, 20.9 F and 27.6 M for in situ, and 55.2 F and 69.0 M for total melanoma. More in situ melanoma occurred in older patients and on the head and neck. Geometric mean Breslow thickness for invasive was 0.78 mm F and 0.85 mm M, with thicker lesions at ages over 60 and on the lower limb; there was no significant relationship with sex, distance from care or social deprivation assessed from residential address. Nodular melanomas (15%) were more frequent in older and male patients, and on the limbs, and were thicker. The estimated cumulative risk for melanoma is 4.4% F and 4.6% M by age 70. The body site distribution and sex differences were consistent with sun exposure patterns. Estimated incidence of melanoma in New Zealand in 2018 is 2500 invasive and 1700 in situ cases. Conclusions Assessing both in situ and invasive melanoma expands the clinical picture, better estimating health care demand and costs. Results suggest that in situ disease is a more slowly growing lesion than the early phase of invasive disease. The features of thicker or nodular melanoma show priorities for prevention and early detection.
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- 2018
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33. A 9-Year Teledermoscopy Service: Retrospective Service Review
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Novell Shu Chyng Teoh and Amanda Oakley
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Background A teledermoscopy service was established in January 2010, where patients attended nurse-led clinics for imaging of lesions of concern and remote diagnosis by a dermatologist. Objective The study aimed to review the number of visits, patient characteristics, the efficiency of the service, and the diagnoses made. Methods We evaluated the waiting time and diagnosis of skin lesions for all patient visits from January 1, 2010, to May 31, 2019. The relationships between patient characteristics and the diagnosis of melanoma were specifically analyzed. Results The teledermoscopy clinic was attended by 6479 patients for 11,005 skin lesions on 8805 occasions. Statistically significant risk factors for the diagnosis of melanoma/melanoma in situ were male sex, European ethnicity, and Fitzpatrick skin type 2. Attendance was maximal during 2015 and 2016. The seasonal variation in visits 2011-2018 revealed a consistent peak at the end of summer and a dip at the end of winter. In the year 2010, 306 patients attended; 76% (233/306) of these were discharged to primary care and 24% (73/306) were referred to hospital for specialist assessment. For patients diagnosed by the dermatologist with suspected melanoma from January 1, 2010, to May 31, 2019, the median waiting time for an imaging appointment was 44.5 days (average 57.9 days, range 8-218 days). The most common lesions diagnosed were benign naevus (2933/11,005, 27%), benign keratosis (2576/11,005, 23%), and keratinocytic cancer (1707/11,005, 15%); melanoma was suspected in 5% (507/11,005) of referred lesions (Multimedia Appendix 1). The positive predictive value of melanoma/melanoma in situ was 61.1% (320 true positives and 203 false positives). The number needed to treat (ie, the ratio of the total number of excisions to the number with a histological diagnosis of melanoma/melanoma in situ) was 2.02. Conclusions Diagnoses were comparable to the experience of other teledermoscopy services. Teledermoscopy using a nurse-led imaging clinic can provide efficient and convenient access to dermatology by streamlining referrals to secondary care and prioritizing patients with skin cancer for treatment. Conflicts of Interest None declared.
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- 2021
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34. Are We Missing Something? The Skin Lesions Not Seen in Teledermatology
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Amanda Oakley and Leah Jones
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Background The suspected skin cancer electronic referral pathway was introduced in 2017. It requires general practitioners to add regional, close-up, and dermoscopic images to a lesion-specific referral template for a teledermatologist to review and advise on management. The virtual lesion clinic is a nurse-led clinic used since 2010 to obtain high-quality images for teledermoscopy assessment. A limitation of both services is the absence of a full-body examination. Objective This study aims to evaluate the number of skin cancers missed during teledermatology assessment. Methods This is a retrospective review of skin lesion referrals to dermatology. Suspected skin cancer referrals made in the latter half of 2020 were compared with referrals to the virtual lesion clinic during a similar time period in 2016. Results The study included 481 patients with 548 lesions in the 2020 suspected skin cancer cohort that were matched for age, sex, and ethnicity to 400 patients with 682 lesions in the 2016 virtual lesion clinic cohort. A total of 41 patients underwent subsequent specialist review in the suspected skin cancer cohort compared to 91 in the virtual lesion clinic cohort. A total of 20% of the suspected skin cancer cohort and 24% of the virtual lesion clinic cohort were found to have at least one additional lesion of concern. The majority of these were keratinocytic skin cancers; there were 2 and 0 additional melanomas or melanoma-in-situ, respectively. The virtual lesion clinic nurses identified additional lesions for imaging in 78 of 400 (20%) patients assessed in the virtual lesion clinic. The teledermatologist determined (author AO) that 73% of these additional lesions were malignant. Of the 548 lesions, 10 (2%) in the suspected skin cancer group were rereferred, none of which had a change in diagnosis. Out of 682 lesions, 16 (2%) in the virtual lesion clinic cohort were rereferred, 6 (1%) of which had a change in diagnosis. Conclusions Patients diagnosed with skin cancer often have multiple lesions of concern. Single-lesion teledermoscopy diagnoses have high concordance with in-person evaluation and histology; however, we have shown that in-person examination may reveal other suspicious lesions. The importance of a full-body skin examination should be emphasized to the referrer. Acknowledgments The Waikato Medical Research Foundation provided financial support for the study. Conflicts of Interest None declared.
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- 2021
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35. Artificial Intelligence Support for Skin Lesion Triage in Primary Care and Dermatology
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Harmony Thompson, Adrian Bowling, Michael Jameson, and Amanda Oakley
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Background Primary care providers, dermatology specialists, and health care access are key components of primary prevention, early diagnosis, and treatment of skin cancer. Artificial intelligence (AI) offers the promise of diagnostic support for nonspecialists, but real-world clinical validation of AI in primary care is lacking. Objective We aimed to (1) assess the reliability of an AI-based clinical triage algorithm in classifying benign and malignant skin lesions and (2) evaluate the quality of images obtained in primary care using the study camera (3Gen DermLite Cam v4 or similar). Methods This was a single-center, prospective, double-blinded observational study with a predetermined study design. We recruited participants with suspected skin cancer in 20 primary care practices who were referred for assessment via teledermatology. A second set of photographs taken using a standardized camera was processed by the AI algorithm. We evaluated the image quality and compared two teledermatologists’ diagnoses by consensus (the “gold standard”) with AI and histology where applicable. Results Our primary outcome assessment stratified 391 skin lesions by management as benign, uncertain, or malignant. Uncertain lesions were not included in the sensitivity and specificity analyses. Uncertain lesions included lesions that had either diagnostic or management uncertainties. For the remaining 242 lesions, the sensitivity was 97.26% (95% CI 93.13%-99.25%) and the specificity was 97.92% (95% CI 92.68%-99.75%). The AI algorithm was compared with the histological diagnoses for 123 lesions. The sensitivity was 100% (95% CI 95.85%-100%) and the specificity was 72.22% (95% CI 54.81%-85.80%). Conclusions The AI algorithm demonstrates encouraging results, with high sensitivity and specificity, concordant with previous AI studies. It shows potential as a triage tool in conjunction with teledermatology to augment health care and improve access to dermatology. Further real-life studies need to be conducted on a larger scale to assess the reliability, usability, and cost-effectiveness of the algorithm in primary care. Acknowledgments MoleMap NZ, who developed the AI algorithm, provided some funding for this study. HT's salary was partially sponsored by MoleMap NZ, who developed the AI algorithm. AB is a shareholder and consultant to Molemap Ltd provider of the AI algorithm. Conflicts of Interest None declared.
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- 2021
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36. Remote Skin Cancer Diagnosis: Adding Images to Electronic Referrals Is More Efficient Than Wait-Listing for a Nurse-Led Imaging Clinic
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Michael B. Jameson, Amanda Oakley, and Leah Jones
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squamous cell carcinoma ,Cancer Research ,Telemedicine ,medicine.medical_specialty ,Teledermatology ,referral and consultation ,Referral ,skin neoplasms ,Concordance ,Article ,Lesion ,teledermoscopy ,basal cell carcinoma ,Internal medicine ,melanoma ,medicine ,Basal cell carcinoma ,RC254-282 ,teledermatology ,skin cancer ,integumentary system ,business.industry ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,medicine.disease ,Oncology ,Cohort ,telemedicine ,Skin cancer ,medicine.symptom ,business - Abstract
We undertook a retrospective comparison of two teledermatology pathways that provide diagnostic and management advice for suspected skin cancers, to evaluate the time from referral to diagnosis and its concordance with histology. Primary Care doctors could refer patients to either the Virtual Lesion Clinic (VLC), a nurse-led community teledermoscopy clinic or, more recently, to the Suspected Skin Cancer (SSC) pathway, which requires them to attach regional, close-up, and dermoscopic images. The primary objective of this study was to determine the comparative time course between the SSC pathway and VLC. Secondary objectives included comparative diagnostic concordance, skin lesion classification, and evaluation of missed skin lesions during subsequent follow-up. VLC referrals from July to December 2016 and 2020 were compared to SSC referrals from July to December 2020. 408 patients with 682 lesions in the VLC cohort were compared with 480 patients with 548 lesions from the 2020 SSC cohort, matched for age, sex, and ethnicity, including histology where available. Median time (SD) from referral to receipt of teledermatology advice was four (2.8) days and 50 (43.0) days for the SSC and VLC cohorts, respectively (p <, 0.001). Diagnostic concordance between teledermatologist and histopathologist for benign versus malignant lesions was 70% for 114 lesions in the SSC cohort, comparable to the VLC cohort (71% of 122 lesions). Referrals from primary care, where skin lesions were imaged with variable devices and quality resulted in faster specialist advice with similar diagnostic performance compared to high-quality imaging at nurse-led specialist dermoscopy clinics.
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- 2021
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37. Dermoscopic ‘Chaos and Clues’ in the diagnosis of melanoma in situ
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Rajan Ramji, Amanda Oakley, Guillermo Valdes-Gonzalez, and Marius Rademaker
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Adult ,Male ,medicine.medical_specialty ,Skin Neoplasms ,Melanoma in situ ,Color ,Pattern analysis ,Dermoscopy ,Dermatology ,Malignancy ,Young Adult ,030207 dermatology & venereal diseases ,03 medical and health sciences ,0302 clinical medicine ,Humans ,Medicine ,030212 general & internal medicine ,Melanoma ,Aged ,Aged, 80 and over ,Chaos (genus) ,Dermatoscopy ,biology ,medicine.diagnostic_test ,business.industry ,Mean age ,Middle Aged ,biology.organism_classification ,medicine.disease ,Female ,business - Abstract
Background/objective To describe the dermoscopic features of melanoma in situ using the Chaos and Clues method. Method Histologically proven primary melanoma in situ (MIS) diagnosed through a specialist teledermoscopy clinic were reviewed by three dermatologists. By consensus they agreed on the global dermoscopic pattern, colours, presence of chaos (asymmetry of colour and structure and more than one pattern), and each of the nine clues described for malignancy. Results One hundred MIS in 92 patients of European ethnicity (45 males) were assessed. Mean age was 67.3 years (range 20-95). The mean dimensions of the lesions were 11.1 × 12.0 mm (range 2.5-31.3 × 2.3-32.3 mm). Using pattern analysis, 82% of the lesions had three or more patterns (multicomponent) and the rest had 2 patterns. Colours included light brown (100%), dark brown (98%) and grey (75%). All MIS demonstrated chaos. The most prevalent clues were thick lines (88%), eccentric structureless areas (88%), and grey or blue structures (75%). Conclusion Dermoscopy can be very helpful in the early diagnosis of melanoma and MIS. The Chaos and Clues method is simple to use. Its unambiguous descriptors can be successfully used to describe MIS. The presence of chaos and clues to malignancy (including thick lines, eccentric structureless areas, and blue/grey structures) should raise a red flag and lead to referral or excision.
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- 2017
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38. Quality of Life and Sexual Distress in Women With Erosive Vulvovaginal Lichen Planus
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Helen M. Conaglen, Amanda Oakley, John V. Conaglen, and Harriet Cheng
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Adult ,medicine.medical_specialty ,Adolescent ,Lichen sclerosus ,Young Adult ,030207 dermatology & venereal diseases ,03 medical and health sciences ,0302 clinical medicine ,Quality of life ,Surveys and Questionnaires ,Internal medicine ,medicine ,Humans ,Sex organ ,Prospective Studies ,Young adult ,Aged ,Aged, 80 and over ,030219 obstetrics & reproductive medicine ,business.industry ,Lichen Planus ,Obstetrics and Gynecology ,General Medicine ,Dermatology Life Quality Index ,Middle Aged ,medicine.disease ,Sexual Dysfunction, Physiological ,Distress ,Quality of Life ,Anxiety ,Female ,Vulvar Diseases ,medicine.symptom ,Sexual function ,business - Abstract
OBJECTIVES Erosive vulvovaginal lichen planus (EVLP) is a chronic and painful genital dermatosis. Little is published about its impact on quality of life. This study aimed to evaluate quality of life and sexual function in women with EVLP. MATERIALS AND METHODS Women with genital dermatoses were surveyed using the Dermatology Life Quality Index (DLQI) and Hospital Depression and Anxiety Scales. A subgroup completed the Female Sexual Distress Scale and Female Sexual Function Index subscales. Patient characteristics including age, diagnosis, and current treatment were recorded. Results from women with EVLP were compared with other diagnoses. RESULTS Data from 77 women who participated between March 2013 and March 2014 were analyzed. Of these, 17 had EVLP. Comparator groups included women with vulval lichen sclerosus (n = 48) and vulval dermatitis (n = 12). In women with EVLP, 59% reported at least moderate impact on quality of life; mean DLQI scores: EVLP, 7.18; lichen sclerosus, 3.79; dermatitis, 8.67; p = .008. Overall, scores suggested depression in 14% and anxiety in 16% of participants. Sexual distress scores 11 or higher were recorded by 69% of women with EVLP, 63% of women with lichen sclerosus, and 56% of women with dermatitis. In those completing all sections of the survey (n = 40), DLQI was significantly correlated with depression (p = .004), sexual distress (p = .001), and sexual satisfaction (p = .01). CONCLUSIONS Sixty-nine percent of women with EVLP reported sexual distress. Women with EVLP reported lesser quality of life than those with lichen sclerosus. Quality of life, anxiety and depression, sexual distress, and sexual function were all related in these participants.
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- 2017
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39. Growth rate of clinically diagnosed superficial basal cell carcinoma and changes in dermoscopic features over time
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Gemma L. Clayton, Amanda Oakley, Christina Wlodek, Adam Trickey, and Adrian Jonathan Sykes
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Male ,medicine.medical_specialty ,dermoscopic ,Skin Neoplasms ,Actinic Damage ,growth ,Dermoscopy ,Dermatology ,Superficial basal cell carcinoma ,030207 dermatology & venereal diseases ,03 medical and health sciences ,0302 clinical medicine ,basal cell carcinoma ,medicine ,Humans ,Basal cell carcinoma ,Family history ,sBCC ,Aged ,Retrospective Studies ,skin cancer ,business.industry ,Melanoma ,Middle Aged ,medicine.disease ,Fitzpatrick Skin Phototype ,superficial ,Carcinoma, Basal Cell ,030220 oncology & carcinogenesis ,Mixed effects ,Female ,dermoscopy ,Skin cancer ,business - Abstract
Background/ObjectivesBasal cell carcinoma (BCC) is the most commonly occurring skin cancer. BCCs have been found to generally grow slowly. Data are limited on how the dermoscopic characteristics of BCCs evolve. We set out to determine the growth rate of superficial BCCs (sBCC) and assess the change in dermoscopic features over time.MethodsA retrospective review was performed of clinically diagnosed sBCC. Images, demographic and dermoscopic data were collected by a melanographer. Mixed effects linear regression models were used to investigate sBCC growth and associations between size and dermoscopic/demographic variables. We tested differences in trends over time in dermoscopic features using non‐parametric trend tests.Results100 individual sBCC were evaluated in 70 patients (mean age 62; 59% male), 69% had Fitzpatrick skin phototype 1 or 2, and 81% had some degree of actinic damage. sBCC were present on the back in 58% and 22% of men and women, respectively. The median surface area was 41.9 mm2 with a growth rate of 0.81 mm2/month. Males had larger sBCC than females. There was no association between sBCC size and Fitzpatrick skin phototype, history of skin cancer or family history of melanoma. There is some evidence larger sBCC gain shiny white structures (P = 0.053) over time.ConclusionssBCC grow at a rate unlikely to adversely affect patient outcomes associated with long wait times. Our data suggest that dermoscopy can aid in appropriate treatment selection for sBCC.
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- 2019
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40. E-referrals and teledermatoscopy grading for melanoma: a successful model of care
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Rebecca Teague, Michael Sunderland, Amanda Oakley, Richard C. W. Martin, Marius Rademaker, and Katherine Gale
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Adult ,medicine.medical_specialty ,Skin Neoplasms ,Referral ,Concordance ,Dermoscopy ,Dermatology ,030207 dermatology & venereal diseases ,03 medical and health sciences ,0302 clinical medicine ,Biopsy ,medicine ,Humans ,neoplasms ,Grading (tumors) ,Melanoma ,Referral and Consultation ,Skin ,Dermatoscopy ,medicine.diagnostic_test ,business.industry ,Remote Consultation ,medicine.disease ,Triage ,Telemedicine ,030220 oncology & carcinogenesis ,Skin cancer ,business - Abstract
BACKGROUND/OBJECTIVES An e-referral system was developed at a tertiary care hospital in Auckland, New Zealand in 2014 for suspected cutaneous malignancy. E-referrals include patient information, a description of the lesion(s), biopsy results and/or attached photograph(s). Experienced surgical oncologists prioritised the referrals and selected a management option or referred them for a teledermatoscopy opinion. Our aim was to review the efficacy of e-referrals for improving diagnostic accuracy for melanoma. METHODS Referrals received in 2016 including images and categorisation as confirmed, likely or suspected melanoma by the triage specialist were evaluated. Concordance of the pathological diagnosis with the triage diagnosis and teledermatoscopy diagnosis was determined for each referral. RESULTS 809 of 3470 e-referrals for skin cancer were categorised as confirmed, likely or suspected melanoma. 230 (28.4%) of these included a referral histopathology confirming melanoma/melanoma in situ. Of the remaining 579 referrals, 315 were sent for urgent diagnostic excision and 264 were referred for teledermatoscopy. 120 of the 315 sent for urgent excision were confirmed as melanoma (53) or melanoma in situ (67) on histopathology: a positive predictive value (PPV) of 38.1% and number needed to excise (NNE) of 2.6. Less than 10% of referrals triaged for teledermatoscopy were confirmed as melanoma (24/264). Almost half of all referrals (374/809, 45.6%) included melanoma/melanoma in situ. The melanoma: melanoma in situ ratio was 1: 1.18. CONCLUSIONS The e-referral and teledermatoscopy service for suspected melanoma has proven fewer unnecessary excisions of benign lesions than previously reported.
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- 2019
41. An observational case series on dermatoscopic patterns of fading melanocytic naevi
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Ritva Vyas, Amanda Oakley, and Marius Rademaker
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medicine.medical_specialty ,Melanocytic naevi ,Dermatoscopy ,genetic structures ,medicine.diagnostic_test ,business.industry ,Dermatology ,behavioral disciplines and activities ,eye diseases ,030207 dermatology & venereal diseases ,03 medical and health sciences ,0302 clinical medicine ,030220 oncology & carcinogenesis ,Medicine ,Fading ,sense organs ,business ,psychological phenomena and processes - Abstract
Background/Objectives The prevalence of melanocytic naevi falls with age. It has been postulated that this could be due to spontaneous involution (fading). Our objective was to provide dermatoscopic evidence of fading naevi and to describe the patterns of fading observed. Methods Serial dermatoscopic images of naevi demonstrating fading were collected from a set of 25 000 images. Any naevi that showed significant fading, as compared to previous imaging of the same lesion, were included in the analysis. Results A total of 47 naevi in 21 patients were found to have significantly faded over a span of 2–11 years. The dermatoscopic fading was observed to occur in two patterns. The most common pattern observed was generalised fading (n = 45), where fading was present over all the naevus. There were two cases of focal fading (n = 2) where fading was present only over one area of the naevus. Conclusions Fading melanocytic naevi are uncommon. Melanocytic naevi fade in recognisable patterns, with generalised fading most commonly observed in our series.
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- 2016
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42. Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study
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Allan C. Halpern, Iris Zalaudek, Michael A. Marchetti, Ashfaq A. Marghoob, Christoph Sinz, Caterina Longo, Josep Malvehy, Amanda Oakley, Rainer Hofmann-Wellenhof, Brian Helba, Luc Thomas, Harald Kittler, John Paoli, H. Peter Soyer, Cliff Rosendahl, Alon Scope, Aimilios Lallas, Horacio Cabo, Philipp Tschandl, Christoph Rinner, Giuseppe Argenziano, Jan Lapins, Scott W. Menzies, David A. Gutman, Ralph P. Braun, Noel C. F. Codella, Susana Puig, Bengü Nisa Akay, Tschandl, Philipp, Codella, Noel, Akay, Bengü Nisa, Argenziano, Giuseppe, Braun, Ralph P, Cabo, Horacio, Gutman, David, Halpern, Allan, Helba, Brian, Hofmann-Wellenhof, Rainer, Lallas, Aimilio, Lapins, Jan, Longo, Caterina, Malvehy, Josep, Marchetti, Michael A, Marghoob, Ashfaq, Menzies, Scott, Oakley, Amanda, Paoli, John, Puig, Susana, Rinner, Christoph, Rosendahl, Cliff, Scope, Alon, Sinz, Christoph, Soyer, H Peter, Thomas, Luc, Zalaudek, Iri, Kittler, Harald, Tschandl, P, Codella, N, Akay, Bn, Argenziano, G, Braun, Rp, Cabo, H, Gutman, D, Halpern, A, Helba, B, Hofmann-Wellenhof, R, Lallas, A, Lapins, J, Longo, C, Malvehy, J, Marchetti, Ma, Marghoob, A, Menzies, S, Oakley, A, Paoli, J, Puig, S, Rinner, C, Rosendahl, C, Scope, A, Sinz, C, Soyer, Hp, Thomas, L, Zalaudek, I, and Kittler, H.
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Seborrheic keratosis ,Solar Lentigo ,Adult ,Male ,Skin Neoplasms ,Keratosis ,MEDLINE ,skin lesions ,Dermoscopy ,Article ,Machine Learning ,030207 dermatology & venereal diseases ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Humans ,Basal cell carcinoma ,PIGMENTED SKIN LESION ,Medical diagnosis ,Skin ,Retrospective Studies ,Internet ,business.industry ,Reproducibility of Results ,Melanocytic nevus ,medicine.disease ,Oncology ,030220 oncology & carcinogenesis ,Female ,business ,Algorithm ,Pigmentation Disorders ,Algorithms - Abstract
BACKGROUND: Whether machine-learning algorithms can diagnose all pigmented skin lesions as accurately as human experts is unclear. The aim of this study was to compare the diagnostic accuracy of state-of-the-art machine-learning algorithms with human readers for all clinically relevant types of benign and malignant pigmented skin lesions. METHODS: For this open, web-based, international, diagnostic study, human readers were asked to diagnose dermatoscopic images selected randomly in 30-image batches from a test set of 1511 images. The diagnoses from human readers were compared with those of 139 algorithms created by 77 machine-learning labs, who participated in the International Skin Imaging Collaboration 2018 challenge and received a training set of 10 015 images in advance. The ground truth of each lesion fell into one of seven predefined disease categories: intraepithelial carcinoma including actinic keratoses and Bowen’s disease; basal cell carcinoma; benign keratinocytic lesions including solar lentigo, seborrheic keratosis and lichen planus-like keratosis; dermatofibroma; melanoma; melanocytic nevus; and vascular lesions. The two main outcomes were the differences in the number of correct specific diagnoses per batch between all human readers and the top three algorithms, and between human experts and the top three algorithms. FINDINGS: Between Aug 4, 2018, and Sept 30, 2018, 511 human readers from 63 countries had at least one attempt in the reader study. 283 (55·4%) of 511 human readers were board-certified dermatologists, 118 (23·1%) were dermatology residents, and 83 (16·2%) were general practitioners. When comparing all human readers with all machine-learning algorithms, the algorithms achieved a mean of 2·01 (95% CI 1·97 to 2·04; p
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- 2019
43. Waikato Teledermatology: a pilot project for improving access in New Zealand
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Amanda Oakley, Marius Rademaker, and Suzanne T McGoey
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Adult ,Male ,Teledermatology ,Telemedicine ,Adolescent ,Waiting Lists ,Attitude of Health Personnel ,Pilot Projects ,Health Informatics ,Dermatology ,Telehealth ,Skin Diseases ,Health Services Accessibility ,Young Adult ,Nursing ,Humans ,Medicine ,Child ,Referral and Consultation ,Aged ,Retrospective Studies ,Aged, 80 and over ,Retrospective review ,business.industry ,Infant ,Middle Aged ,medicine.disease ,Child, Preschool ,Feasibility Studies ,Female ,Medical emergency ,business ,New Zealand - Abstract
Introduction Teledermatology can improve access to specialist dermatological advice. We describe a retrospective review of the first 12 months of Waikato Teledermatology (WT), a low-cost, secure, website-based, store-and-forward teledermatology network using the Collegium Telemedicus platform. Methods We determined specialist response time, referral metrics, patient diagnosis and progress reports from the network’s database. The programme’s value was evaluated by post-pilot online surveys of referrers and specialist dermatologists. Results WT was used by 31 referring doctors for 309 consultations with four dermatologists between July 2013 and June 2014. Mean and median specialist response time was 2.07 hours (range: 0.13–5.64 hours). The researchers categorized the referrals as tumours (56.8%) and rashes (43.2%), including inflammatory dermatoses (51.9%), infection (18.1%), uncertain (16.5%), miscellaneous (7.5%), and of environmental origin (6%). Thirty tumours were biopsied, including nine melanomas and three basal cell carcinomas. A total of 158 progress reports and 35 survey responses were received. Reported advantages included decreased delay, improved accuracy of diagnosis and treatment compared to that made without specialist input, decreased unnecessary procedures such as biopsies of undiagnosed conditions, and increased appropriate referrals for face-to-face assessment, thus leading to cost savings for the patient and the health care system. The major disadvantages were the time burden for clinicians to complete consultations, the lack of integration with the patients’ usual electronic medical record and absence of funding. Discussion WT proved an effective and acceptable approach to improving patient access to dermatologic services.
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- 2015
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44. Diagnostic criteria in 72 women with erosive vulvovaginal lichen planus
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Harriet Cheng, Duncan Lamont, Amanda Oakley, and Darion M. Rowan
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medicine.medical_specialty ,030219 obstetrics & reproductive medicine ,business.industry ,Mucocutaneous zone ,Expert consensus ,Histology ,Dermatology ,Mucosal disease ,Introitus ,Surgery ,030207 dermatology & venereal diseases ,03 medical and health sciences ,0302 clinical medicine ,Clinical diagnosis ,Wickham striae ,Medicine ,business ,Clinical record - Abstract
Background Erosive vulvovaginal lichen planus (EVLP) is a chronic, painful dermatosis affecting mucocutaneous sites. Clinicopathological diagnostic criteria have been described on the basis of expert consensus. The aim of this study was to review the presentation of EVLP, particularly assessing the frequency of suggested diagnostic criteria. Methods Clinical signs, symptoms and histological features of women with a clinical diagnosis of EVLP were identified from clinical records and photographs. Results In all, 72 women with an average age of 67 years were included. Pain or burning were documented in 66/72 cases (92%) and itch in 36 (50%). Clinical images showed well-demarcated red shiny areas or erosions at the vaginal introitus (96%), scarring with loss of normal architecture (88%) and hyperkeratotic border and Wickham striae (46%). A total of 27 women had mucosal disease at another site (38%) and 24 had vaginal involvement (33%). Vulval histology was available for 45/72 cases (63%). The most prevalent histological finding was a band of inflammation with predominant lymphocytes (35/72, 49%). Overall, 97% of cases had at least three of nine suggested diagnostic criteria. Conclusions The most frequent findings in women with EVLP were symptoms of pain or burning, well-demarcated red shiny areas or erosions at the introitus and scarring with loss of architecture. Our findings support the recently described diagnostic criteria for EVLP.
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- 2015
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45. Dermatoscopic features of vulval lesions in 97 women
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Amanda Oakley
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medicine.medical_specialty ,Keratosis ,business.industry ,MEDLINE ,Dermatology ,medicine.disease ,030207 dermatology & venereal diseases ,03 medical and health sciences ,0302 clinical medicine ,Carcinoma ,medicine ,Nevus ,030212 general & internal medicine ,Young adult ,business - Published
- 2015
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46. Dermatology Made Easy
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Amanda Oakley and Amanda Oakley
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- Dermatology
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A concise overview of the common dermatological conditions most likely to present in general medicine From reviews:'... a perfect solution to the constant struggle that dermatology diagnosis presents to primary care physicians and other providers... This well-formatted book covers a vast array of topics ranging from common to rare skin disorders. The pictures are immensely helpful in the understanding of various skin rashes....'Fam Med 2019;51(5):451–452. “… easy to read and informative. One cannot emphasise enough the quality and comprehensive nature of the photographic content.… As someone who was interested in dermatology even as a medical student my only regret is that this book was not around when I was a student as it would have very adequately guided me into my beloved subspecialty.” Ulster Med J 2017;86(3):1–1. “The introduction outlines dermatological conditions by symptom, morphology and body site, providing an excellent index prior to delving into greater detail in the following chapters. The logical approach and level of detail make this text perfect for medical students, interns/residents, primary care physicians and other specialists who wish to quickly identify differential diagnoses or refresh their knowledge of dermatological conditions.” A Lecturer in Dermatology Dermatology Made Easy is based on the hugely popular DermNet New Zealand website and is designed to help GPs, medical students and dermatologists diagnose skin conditions with confidence. The book starts by providing a series of comprehensive tables, complete with over 500 thumbnail photos, to aid diagnosis according to symptoms, morphology, or body site. Once you have narrowed down the diagnosis, cross-references then guide you to more detailed descriptions, and another 700 photographs, covering: common infections inflammatory rashes non-inflammatory conditions skin lesions Every section provides consistent information on the disorder: who gets it and what causes it? what are the clinical features and does it cause any complications? how do you diagnose it? how do you treat it and how long does it take to resolve? The book concludes with a comprehensive section on further investigations and treatment options. Dermatology Made Easy combines the essential focus of the Made Easy book series with the authority and knowledge base of DermNet New Zealand's unparalleled resources. Printed in full colour throughout.
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- 2017
47. Do pictures say a thousand words: Email referrals for dermatology advice at Waikato Hospital
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Amanda Oakley and Ming Yan Lydia Chan
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medicine.medical_specialty ,020205 medical informatics ,Electronic Mail ,business.industry ,02 engineering and technology ,Dermatology ,Exanthema ,Telemedicine ,Advice (programming) ,030207 dermatology & venereal diseases ,03 medical and health sciences ,0302 clinical medicine ,Family medicine ,0202 electrical engineering, electronic engineering, information engineering ,medicine ,Photography ,Humans ,Smartphone ,business ,Referral and Consultation ,New Zealand - Published
- 2017
48. Effect of narrowband ultraviolet B phototherapy on melanocytic naevi
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Marius Rademaker, Sarah E. Hill, Amanda Oakley, Alison R. Yung, and C.Y. Lin
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Melanocytic naevi ,medicine.medical_specialty ,genetic structures ,business.industry ,Medicine ,% area reduction ,Dermatology ,skin and connective tissue diseases ,business ,Narrowband ultraviolet B phototherapy ,Large cohort - Abstract
BACKGROUND Melanocytic naevi have been observed to undergo morphological changes following exposure to narrowband ultraviolet (NB-UV)B radiation. OBJECTIVES To analyse changes in naevi exposed to NB-UVB in a large cohort of patients. METHODS Subjects referred for phototherapy had macroscopic and dermoscopic images taken of prominent melanocytic naevi at the following time points: immediately prior to NB-UVB treatment, after 10 exposures, after 30 exposures or at the end of treatment if earlier, and 3 months after discontinuing treatment. Four dermatologists, by consensus, examined each naevus for specific clinical and dermoscopic features at each time point. The size (area) of each naevus was determined by plenimetry. RESULTS Complete sets of images were taken for 36 out of 51 patients. The most common global dermoscopic patterns in the 440 naevi examined were reticular (50%) and globular (32%). Following NB-UVB exposure, blurring or merging of lines was observed in 45% of reticular naevi. An increase in colour intensity and in the number of dots or globules was observed in 63% of globular naevi, and 167 naevi (40%) underwent a change in size. Of these, 91/167 (54%) decreased in size, with a median area reduction of 8% (0·9-42%); while 76/167 (46%) increased in size, with a median area increase of 9% (1-76%). CONCLUSIONS Around half of naevi exposed to a course of NB-UVB treatment undergo size or morphological changes. Naevi that enlarged tended to revert to pretreatment size 3 months after discontinuation of phototherapy.
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- 2013
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49. Multiple eruptive squamous cell carcinoma in a patient with chronic plaque psoriasis on adalimumab
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Susan Simpkin and Amanda Oakley
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medicine.medical_specialty ,business.industry ,Dermatology ,medicine.disease ,Ciclosporin ,Acitretin ,Psoriasis ,Chemoprophylaxis ,medicine ,Adalimumab ,Methotrexate ,Tumor necrosis factor alpha ,Skin cancer ,business ,medicine.drug - Abstract
A 67-year-old man with chronic plaque psoriasis previously treated with psoralen plus PUVA, ciclosporin, methotrexate and acitretin developed eruptive squamous cell carcinoma after seven doses of adalimumab. We review the association of squamous cell carcinoma with immunosuppressive agents used for the treatment of chronic plaque psoriasis. Initiation of tumour necrosis factor (TNF)-α inhibitors in a patient at high risk of non-melanoma skin cancer may warrant chemoprophylaxis with acitretin.
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- 2012
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50. Erythema multiforme triggered by imiquimod 5% cream
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Jonathan Kennedy, Ming Yan Lydia Chan, and Amanda Oakley
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Imiquimod 5% cream ,030207 dermatology & venereal diseases ,03 medical and health sciences ,medicine.medical_specialty ,0302 clinical medicine ,business.industry ,Medicine ,Dermatology ,Erythema multiforme ,business ,medicine.disease ,030205 complementary & alternative medicine - Published
- 2017
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