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2. Canadian Association of Radiologists White Paper on Ethical and Legal Issues Related to Artificial Intelligence in Radiology
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Jaremko, Jacob L., Azar, Marleine, Bromwich, Rebecca, Lum, Andrea, Alicia Cheong, Li Hsia, Gibert, Martin, Laviolette, François, Gray, Bruce, Reinhold, Caroline, Cicero, Mark, Chong, Jaron, Shaw, James, Rybicki, Frank J., Hurrell, Casey, Lee, Emil, and Tang, An
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- 2019
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3. Canadian Association of Radiologists White Paper on Artificial Intelligence in Radiology
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O'Connell, Timothy, Babyn, Paul, Koff, David, Ferguson, Darren, Derkatch, Sheldon, Bilbily, Alexander, Shabana, Wael, Tang, An, Tam, Roger, Cadrin-Chênevert, Alexandre, Guest, Will, Chong, Jaron, Barfett, Joseph, Chepelev, Leonid, Cairns, Robyn, Mitchell, J. Ross, Cicero, Mark D., Poudrette, Manuel Gaudreau, Jaremko, Jacob L., Reinhold, Caroline, Gallix, Benoit, Gray, Bruce, and Geis, Raym
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- 2018
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4. Canadian Association of Radiologists Prostate MRI White Paper.
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Chang, Silvia D., Reinhold, Caroline, Kirkpatrick, Iain D. C., Clarke, Sharon E., Schieda, Nicola, Hurrell, Casey, Cool, Derek W., Tunis, Adam S., Alabousi, Abdullah, Diederichs, Brendan J., and Haider, Masoom A.
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DIGITAL image processing , *MEN'S health , *REPORT writing , *BIOPSY , *MAGNETIC resonance imaging , *RADIOLOGIC technology , *QUALITY assurance , *PROSTATE tumors - Abstract
Prostate cancer is the most common malignancy and the third most common cause of death in Canadian men. In light of evolving diagnostic pathways for prostate cancer and the increased use of MRI, which now includes its use in men prior to biopsy, the Canadian Association of Radiologists established a Prostate MRI Working Group to produce a white paper to provide recommendations on establishing and maintaining a Prostate MRI Programme in the context of the Canadian healthcare system. The recommendations, which are based on available scientific evidence and/or expert consensus, are intended to maintain quality in image acquisition, interpretation, reporting and targeted biopsy to ensure optimal patient care. The paper covers technique, reporting, quality assurance and targeted biopsy considerations and includes appendices detailing suggested reporting templates, quality assessment tools and sample image acquisition protocols relevant to the Canadian healthcare context. [ABSTRACT FROM AUTHOR]
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- 2022
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5. Recommendations for the Management of Incidental Hepatobiliary Findings in Adults: Endorsement and Adaptation of the 2017 and 2013 ACR Incidental Findings Committee White Papers by the Canadian Association of Radiologists Incidental Findings Working Group
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Bird, Jeffery R., Brahm, Gary L., Fung, Christopher, Sebastian, Sunit, and Kirkpatrick, Iain D. C.
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GALLBLADDER , *LIVER , *CIRRHOSIS of the liver - Abstract
The Canadian Association of Radiologists Incidental Findings Working Group consists of both academic subspecialty and general radiologists and is tasked with adapting and expanding upon the American College of Radiology incidental findings white papers to more closely apply to Canadian practice patterns, particularly more comprehensively dealing with the role of ultrasound and pursuing more cost-effective approaches to the workup of incidental findings without compromising patient care. Presented here are the 2020 Canadian guidelines for the management of hepatobiliary incidental findings. Topics covered include initial assessment of hepatic steatosis and cirrhosis, the workup of incidental liver masses identified on ultrasound and computed tomography (with algorithms presented), incidental gallbladder findings (wall thickening, calcification, and polyps), and management of incidental biliary dilatation. [ABSTRACT FROM AUTHOR]
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- 2020
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6. Canadian Association of Radiologists White Paper on De-identification of Medical Imaging: Part 2, Practical Considerations.
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Parker, William, Jaremko, Jacob L., Cicero, Mark, Azar, Marleine, El-Emam, Khaled, Gray, Bruce G., Hurrell, Casey, Lavoie-Cardinal, Flavie, Desjardins, Benoit, Lum, Andrea, Sheremeta, Lori, Lee, Emil, Reinhold, Caroline, Tang, An, and Bromwich, Rebecca
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ALGORITHMS , *ARTIFICIAL intelligence , *DATA encryption , *DATABASE management , *DIAGNOSTIC imaging , *HEALTH services accessibility , *MACHINE learning , *MEDICAL protocols , *DICOM (Computer network protocol) , *COVID-19 pandemic - Abstract
The application of big data, radiomics, machine learning, and artificial intelligence (AI) algorithms in radiology requires access to large data sets containing personal health information. Because machine learning projects often require collaboration between different sites or data transfer to a third party, precautions are required to safeguard patient privacy. Safety measures are required to prevent inadvertent access to and transfer of identifiable information. The Canadian Association of Radiologists (CAR) is the national voice of radiology committed to promoting the highest standards in patient-centered imaging, lifelong learning, and research. The CAR has created an AI Ethical and Legal standing committee with the mandate to guide the medical imaging community in terms of best practices in data management, access to health care data, de-identification, and accountability practices. Part 2 of this article will inform CAR members on the practical aspects of medical imaging de-identification, strengths and limitations of de-identification approaches, list of de-identification software and tools available, and perspectives on future directions. [ABSTRACT FROM AUTHOR]
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- 2021
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7. Canadian Association of Radiologists White Paper on De-Identification of Medical Imaging: Part 1, General Principles.
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Parker, William, Jaremko, Jacob L., Cicero, Mark, Azar, Marleine, El-Emam, Khaled, Gray, Bruce G., Hurrell, Casey, Lavoie-Cardinal, Flavie, Desjardins, Benoit, Lum, Andrea, Sheremeta, Lori, Lee, Emil, Reinhold, Caroline, Tang, An, and Bromwich, Rebecca
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RIGHT of privacy , *MEDICAL ethics laws , *DATABASE management standards , *ARTIFICIAL intelligence , *DATA encryption , *HEALTH , *IDENTIFICATION , *DIGITAL image processing , *INFORMATION resources management , *PATIENTS , *RESPONSIBILITY , *INFORMATION resources , *ACCESS to information - Abstract
The application of big data, radiomics, machine learning, and artificial intelligence (AI) algorithms in radiology requires access to large data sets containing personal health information. Because machine learning projects often require collaboration between different sites or data transfer to a third party, precautions are required to safeguard patient privacy. Safety measures are required to prevent inadvertent access to and transfer of identifiable information. The Canadian Association of Radiologists (CAR) is the national voice of radiology committed to promoting the highest standards in patient-centered imaging, lifelong learning, and research. The CAR has created an AI Ethical and Legal standing committee with the mandate to guide the medical imaging community in terms of best practices in data management, access to health care data, de-identification, and accountability practices. Part 1 of this article will inform CAR members on principles of de-identification, pseudonymization, encryption, direct and indirect identifiers, k-anonymization, risks of reidentification, implementations, data set release models, and validation of AI algorithms, with a view to developing appropriate standards to safeguard patient information effectively. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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8. Canadian Association of Radiologists White Paper on Artificial Intelligence in Radiology.
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Tang, An, Tam, Roger, Cadrin-Chênevert, Alexandre, Guest, Will, Chong, Jaron, Barfett, Joseph, Chepelev, Leonid, Cairns, Robyn, Mitchell, J. Ross, Cicero, Mark D., Poudrette, Manuel Gaudreau, Jaremko, Jacob L., Reinhold, Caroline, Gallix, Benoit, Gray, Bruce, and Geis, Raym
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ARTIFICIAL intelligence , *HOSPITAL radiological services , *POLICY sciences , *PROFESSIONAL associations , *QUALITY assurance , *QUALITY control , *PATIENT-centered care - Abstract
Abstract Artificial intelligence (AI) is rapidly moving from an experimental phase to an implementation phase in many fields, including medicine. The combination of improved availability of large datasets, increasing computing power, and advances in learning algorithms has created major performance breakthroughs in the development of AI applications. In the last 5 years, AI techniques known as deep learning have delivered rapidly improving performance in image recognition, caption generation, and speech recognition. Radiology, in particular, is a prime candidate for early adoption of these techniques. It is anticipated that the implementation of AI in radiology over the next decade will significantly improve the quality, value, and depth of radiology's contribution to patient care and population health, and will revolutionize radiologists' workflows. The Canadian Association of Radiologists (CAR) is the national voice of radiology committed to promoting the highest standards in patient-centered imaging, lifelong learning, and research. The CAR has created an AI working group with the mandate to discuss and deliberate on practice, policy, and patient care issues related to the introduction and implementation of AI in imaging. This white paper provides recommendations for the CAR derived from deliberations between members of the AI working group. This white paper on AI in radiology will inform CAR members and policymakers on key terminology, educational needs of members, research and development, partnerships, potential clinical applications, implementation, structure and governance, role of radiologists, and potential impact of AI on radiology in Canada. [ABSTRACT FROM AUTHOR]
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- 2018
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9. Conclusions and Recommendations From the Position Paper on Interventional Radiology in Canada.
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Baerlocher, Mark Otto, McLaren, Ken, Collingwood, Peter, Giroux, Marie-France, Owen, Richard, Poole, Alan, Pugash, Robyn, and Asch, Murray R.
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INTERVENTIONAL radiology , *MEDICAL radiology , *MEDICAL research , *MEDICAL physics - Abstract
The article discusses the conclusions and recommendations from the position paper on interventional radiology (IR) in Canada. The Millennium Research Group has been commissioned to produce a position paper on IR in the country, as part of a lobbying and public relations campaign initiated by the Canadian Interventional Radiology Association. The position paper has aimed to highlight the current state of IR in the country, to identify disease and treatment trends.
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- 2007
10. Elements of a Good Radiology Artificial Intelligence Paper.
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Gong, Bo, Soyer, Philippe, McInnes, Matthew D. F., and Patlas, Michael N.
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PATIENT selection , *ARTIFICIAL intelligence , *HOSPITAL radiological services , *DECISION making in clinical medicine ,RESEARCH evaluation - Published
- 2023
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11. Preparing and presenting a scientific paper.
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Logan, P. Mark
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SCIENTIFIC literature , *SPEECH - Abstract
Focuses on the production and effective presentation of a scientific paper in audiovisual format. Elements of speech; Evaluation of impressions from the audiences; Preparation of the topic selection.
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- 2001
12. Developing, Purchasing, Implementing and Monitoring AI Tools in Radiology: Practical Considerations. A Multi-Society Statement From the ACR, CAR, ESR, RANZCR & RSNA.
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Brady, Adrian P., Allen, Bibb, Chong, Jaron, Kotter, Elmar, Kottler, Nina, Mongan, John, Oakden-Rayner, Lauren, dos Santos, Daniel Pinto, Tang, An, Wald, Christoph, and Slavotinek, John
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PRODUCT safety , *PATIENT safety , *ARTIFICIAL intelligence , *PROFESSIONAL associations , *DISEASE management , *NEW product development , *ACQUISITION of property , *HOSPITAL radiological services , *COMPUTER-aided diagnosis , *AUTOMATION , *MACHINE learning , *MEDICAL ethics , *GOVERNMENT regulation , *MEDICAL practice - Abstract
Artificial Intelligence (AI) carries the potential for unprecedented disruption in radiology, with possible positive and negative consequences. The integration of AI in radiology holds the potential to revolutionize healthcare practices by advancing diagnosis, quantification, and management of multiple medical conditions. Nevertheless, the ever‑growing availability of AI tools in radiology highlights an increasing need to critically evaluate claims for its utility and to differentiate safe product offerings from potentially harmful, or fundamentally unhelpful ones. This multi‑society paper, presenting the views of Radiology Societies in the USA, Canada, Europe, Australia, and New Zealand, defines the potential practical problems and ethical issues surrounding the incorporation of AI into radiological practice. In addition to delineating the main points of concern that developers, regulators, and purchasers of AI tools should consider prior to their introduction into clinical practice, this statement also suggests methods to monitor their stability and safety in clinical use, and their suitability for possible autonomous function. This statement is intended to serve as a useful summary of the practical issues which should be considered by all parties involved in the development of radiology AI resources, and their implementation as clinical tools. [ABSTRACT FROM AUTHOR]
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- 2024
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13. Clinical Features, Non-Contrast CT Radiomic and Radiological Signs in Models for the Prediction of Hematoma Expansion in Intracerebral Hemorrhage.
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Chen, Zejia Frank, Zhang, Liying, Carrington, André M, Thornhill, Rebecca, Miguel, Olivier, Auriat, Angela M, Omid-Fard, Nima, Hiremath, Shivaprakash, Tshemeister Abitbul, Vered, Dowlatshahi, Dar, Demchuk, Andrew, Gladstone, David, Morotti, Andrea, Casetta, Ilaria, Fainardi, Enrico, Huynh, Thien, Elkabouli, Marah, Talbot, Zoé, Melkus, Gerd, and Aviv, Richard I
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WARFARIN , *GOODNESS-of-fit tests , *PREDICTION models , *RESEARCH funding , *COMPUTED tomography , *HEMATOMA , *RETROSPECTIVE studies , *MULTIVARIATE analysis , *GLASGOW Coma Scale , *CEREBRAL hemorrhage , *SYMPTOMS - Abstract
Purpose: Rapid identification of hematoma expansion (HE) risk at baseline is a priority in intracerebral hemorrhage (ICH) patients and may impact clinical decision making. Predictive scores using clinical features and Non-Contract Computed Tomography (NCCT)-based features exist, however, the extent to which each feature set contributes to identification is limited. This paper aims to investigate the relative value of clinical, radiological, and radiomics features in HE prediction. Methods: Original data was retrospectively obtained from three major prospective clinical trials ["Spot Sign" Selection of Intracerebral Hemorrhage to Guide Hemostatic Therapy (SPOTLIGHT)NCT01359202; The Spot Sign for Predicting and Treating ICH Growth Study (STOP-IT)NCT00810888] Patients baseline and follow-up scans following ICH were included. Clinical, NCCT radiological, and radiomics features were extracted, and multivariate modeling was conducted on each feature set. Results: 317 patients from 38 sites met inclusion criteria. Warfarin use (p=0.001) and GCS score (p=0.046) were significant clinical predictors of HE. The best performing model for HE prediction included clinical, radiological, and radiomic features with an area under the curve (AUC) of 87.7%. NCCT radiological features improved upon clinical benchmark model AUC by 6.5% and a clinical & radiomic combination model by 6.4%. Addition of radiomics features improved goodness of fit of both clinical (p=0.012) and clinical & NCCT radiological (p=0.007) models, with marginal improvements on AUC. Inclusion of NCCT radiological signs was best for ruling out HE whereas the radiomic features were best for ruling in HE. Conclusion: NCCT-based radiological and radiomics features can improve HE prediction when added to clinical features. Visual Abstract [ABSTRACT FROM AUTHOR]
- Published
- 2023
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14. Pancreatic Cystic Lesions: Review of the Current State of Diagnosis and Surveillance.
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Alwahbi, Omar, Ghumman, Zonia, van der Pol, Christian B., Patlas, Michael N., and Gopee-Ramanan, Prasaanthan
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PANCREATIC tumors , *PANCREAS , *PUBLIC health surveillance , *CONSENSUS (Social sciences) , *ADENOCARCINOMA , *PANCREATIC cysts , *MAGNETIC resonance imaging , *UNCERTAINTY , *TOMOGRAPHY , *NEEDLE biopsy - Abstract
Pancreatic cystic lesions (PCLs) are both common and often incidental. These encompass a range of pathologies with varying degrees of concern for malignancy. Although establishing a diagnosis is helpful for determining malignant potential, many PCLs are either too small to characterize or demonstrate nonspecific morphologic features. The most salient modalities involved in diagnosis and surveillance are magnetic resonance imaging, multidetector computerized tomography, and endoscopic ultrasound. Fine needle aspiration has a role in conjunction with molecular markers as a diagnostic tool, particularly for identifying malignant lesions. Although several major consensus guidelines exist internationally, there remains uncertainty in establishing the strength of the association between all PCLs and pancreatic adenocarcinoma, and in showing a benefit from extended periods of imaging surveillance. No consensus exists between the major guidelines, particularly regarding surveillance duration, frequency, or endpoints. This review paper discusses PCL subtypes, diagnosis, and compares the major consensus guidelines with considerations for local adaptability along with questions regarding current and future priorities for research. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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15. Emergency Radiology: Evolution, Current Status, and Future Directions.
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Li, David, Basilico, Raffaella, Blanco, Ana, Calli, Cem, Dick, Elizabeth, Kirkpatrick, Iain D. C., Nicolaou, Savvas, and Patlas, Michael N.
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HOSPITAL emergency services , *BIOLOGICAL evolution , *MEDICAL office management , *DISASTERS , *SOCIAL status , *CRITICAL care medicine , *HOSPITAL radiological services , *MASS casualties - Abstract
Emergency Radiology is a clinical practice and an academic discipline that has rapidly gained increasing global recognition among radiology and emergency/critical care departments and trauma services around the world. As with other subspecialties, Emergency Radiology practice has a unique scope and purpose and presents with its own unique challenges. There are several advantages of having a dedicated Emergency Radiology section, perhaps most important of which is the broad clinical skillset that Emergency Radiologists are known for. This multi-society paper, representing the views of Emergency Radiology societies in Canada and Europe, outlines several value-oriented contributions of Emergency Radiologists and briefly discusses the current state of Emergency Radiology as a subspecialty. [ABSTRACT FROM AUTHOR]
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- 2022
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16. Recommendations for the Management of Incidental Pancreatic Findings in Adults by the Canadian Association of Radiologists Incidental Findings Working Group.
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Fung, Christopher I., Bigam, David L., Wong, Clarence K. W., Hurrell, Casey, Bird, Jeffery R., Brahm, Gary L., and Kirkpatrick, Iain D. C.
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PANCREAS , *PANCREATIC tumors , *PANCREATIC cysts , *PANCREATIC duct , *MEDICAL protocols - Abstract
The Canadian Association of Radiologists Incidental Findings Working Group consists of both academic subspecialty and general radiologists and is tasked with adapting and expanding upon the American College of Radiology incidental findings white papers to more closely apply to Canadian practice patterns, particularly more comprehensively dealing with the role of ultrasound and pursuing more cost-effective approaches to the workup of incidental findings without compromising patient care. Presented here are the 2021 Canadian guidelines for the management of pancreatic incidental findings. Topics covered include anatomic variants, fatty atrophy, pancreatic calcifications, ductal ectasia, and management of incidental pancreatic cysts. [ABSTRACT FROM AUTHOR]
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- 2022
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17. Female Authorship in Radiology: Trends in the Past Decade in CARJ.
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Li, Nicole, Alabousi, Mostafa, and Patlas, Michael N.
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AUTHORS , *SERIAL publications , *WOMEN , *RETROSPECTIVE studies , *DESCRIPTIVE statistics , *STATISTICAL models , *LOGISTIC regression analysis , *ODDS ratio , *AUTHORSHIP - Abstract
Purpose: To identify trends in female authorship in the Canadian Association of Radiologists Journal (CARJ) from 2010 to 2019. Methods: We retrieved papers published in the CARJ over a 10-year period, and retrospectively reviewed 602 articles. All articles except editorials and advertisements were included. We categorized the names of the first and last position authors as female or male and excluded articles that had at least one author of which gender was not known. We compared the trends in the first and last position authors of the articles from 2010 to 2019. For statistical analysis, logistic regression was performed with reported odds ratios (ORs), and a P value of <.05 was defined as statistically significant. Results: Five hundred thirteen articles met inclusion criteria. Among them, 23 articles with a single author were classified as having only a first author. 39.8% (204/513) of first authors were female and 26.9% (132/490) of last authors were female. There has been an overall temporal increase in the odds of both the first and last author being female in CARJ publications (OR: 1.11, P =.034). Similarly, the odds a CARJ publication's first author being female increased over time (OR: 1.07, P =.033). Female last author did not predict female first author (OR: 1.48, P =.056). There was no association identified between female last author and year of publication (OR: 1.04, P =.225). Conclusion: There has been an overall increase in engagement of female authorship in CARJ. [ABSTRACT FROM AUTHOR]
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- 2021
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18. Radiology in the Era of Value-Based Healthcare: A Multi-Society Expert Statement From the ACR, CAR, ESR, IS3R, RANZCR, and RSNA.
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Brady, Adrian P., Bello, Jaqueline A., Derchi, Lorenzo E., Fuchsjäger, Michael, Goergen, Stacy, Krestin, Gabriel P., Lee, Emil J. Y., Levin, David C., Pressacco, Josephine, Rao, Vijay M., Slavotinek, John, Visser, Jacob J., Walker, Richard E. A., and Brink, James A.
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PATIENT-centered care , *HEALTH outcome assessment , *VALUE-based healthcare , *HEALTH insurance reimbursement , *PROFESSIONAL associations , *MEDICAL specialties & specialists - Abstract
Background: The Value-Based Healthcare (VBH) concept is designed to improve individual healthcare outcomes without increasing expenditure, and is increasingly being used to determine resourcing of and reimbursement for medical services. Radiology is a major contributor to patient and societal healthcare at many levels. Despite this, some VBH models do not acknowledge radiology's central role; this may have future negative consequences for resource allocation. Methods, findings and interpretation: This multi-society paper, representing the views of Radiology Societies in Europe, the USA, Canada, Australia, and New Zealand, describes the place of radiology in VBH models and the health-care value contributions of radiology. Potential steps to objectify and quantify the value contributed by radiology to healthcare are outlined. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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19. Impact of COVID-19 on Canadian Radiology Residency Training Programs.
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Odedra, Devang, Chahal, Baljot S., and Patlas, Michael N.
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DIAGNOSTIC imaging , *INTERNSHIP programs , *MEDICAL specialties & specialists , *QUESTIONNAIRES , *ONLINE education , *EVALUATION of human services programs , *COVID-19 pandemic - Abstract
Purpose: The novel coronavirus disease (COVID-19) pandemic has swept the globe, with a domino effect on medical education and training. In this study, we surveyed Canadian radiology residents to understand the impact of the pandemic on their residency training, strategies utilized by the residency programs in mitigating those impacts, and factors important to residents in the selection of educational resources on COVID-19. Methods: A 10-item questionnaire was distributed to 460 resident members of the Canadian Association of Radiologists. The survey was open for 2 weeks, with a reminder sent at half-way mark. Results: We received 96 responses (response rate: 20.9%). The 4 highest affected domains of training were daytime case volumes (92.4%), daytime schedules (87.4%), internal and external assessments (86.5%), and vacation/travel (83.3%). Virtual teaching rounds (91.7%), change in schedules to allow staying home (78.1%), and virtual/phone readouts (72.9%) were the most utilized strategies by the Canadian radiology residency programs. Overall stress of exposure to the disease was moderate to low (86.5%). A minority of the residents were redeployed (6.2%), although most (68.8%) were on standby for redeployment. Residents preferred published society guidelines (92.3%), review papers (79.3%), video lectures (79.3%), and web tools (76.9%) for learning about COVID-19 imaging manifestations. Conclusion: The COVID-19 pandemic has had a significant impact on various domains of the Canadian radiology residency programs, which has been mitigated by several strategies employed by the training programs. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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20. An Environmental Scan of the National and Provincial Diagnostic Reference Levels in Canada for Common Adult Computed Tomography Scans.
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Ferderbar, Michelle Linda, Doyle, Thomas E., Samavi, Reza, and Koff, David
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CRANIAL radiography , *PELVIC radiography , *ABDOMINAL radiography , *CHEST X rays , *COMPUTED tomography , *RADIATION doses , *REFERENCE values , *SURVEYS , *SYSTEMATIC reviews - Abstract
Several regulatory bodies have agreed that low-dose radiation used in medical imaging is a weak carcinogen that follows a linear, non-threshold model of cancer risk. While avoiding radiation is the best course of action to mitigate risk, computed tomography (CT) scans are often critical for diagnosis. In addition to the as low as reasonably achievable principle, a more concrete method of dose reduction for common CT imaging exams is the use of a diagnostic reference level (DRL). This paper examines Canada's national DRL values from the recent CT survey and compares it to published provincial DRLs as well as the DRLs in the United Kingdom and the United States of America for the 3 most common CT exams: head, chest, and abdomen/pelvis. Canada compares well on the international scale, but it should consider using more electronic dose monitoring solutions to create a culture of dose optimization. [ABSTRACT FROM AUTHOR]
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- 2019
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21. The Efficacy of Computed Tomography-Guided Percutaneous Spine Biopsies in Determining a Causative Organism in Cases of Suspected Infection: A Systematic Review.
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Sertic, Madeleine, Parkes, Leighanne, Mattiassi, Sabrina, Pritzker, Kenneth, Gardam, Michael, and Murphy, Kieran
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INFECTION , *BIOPSY , *COMPUTED tomography , *CULTURES (Biology) , *MEDLINE , *MYCOBACTERIUM , *ONLINE information services , *PROTEOLYTIC enzymes , *SPINE , *STAPHYLOCOCCUS aureus , *SYSTEMATIC reviews , *DESCRIPTIVE statistics , *DIAGNOSIS - Abstract
Abstract Purpose In suspected spondylodiscitis and vertebral osteomyelitis, computed tomography (CT)-guided biopsies are often performed to determine a causative organism and guide antimicrobial therapy. The aim of this study is to determine the diagnostic culture yield of CT-guided biopsies performed in cases of suspected spinal infections. Methods A literature search of PubMed and MEDLINE up to April 2017 was performed for keywords "CT guided vertebral biopsy infection," "CT-guided spine biopsy infection," "CT guided spine biopsy yield," and "CT guided vertebral biopsy yield." Inclusion criteria primarily consisted of studies exclusively using CT-guided biopsies in cases of suspected infectious lesions only. After study selection, published articles were analysed to determine diagnostic culture yield. Descriptive statistics were applied. Results 220 search results were screened; 11 met our inclusion criteria and were reviewed. In total, 647 biopsies of suspected infectious spinal lesions were performed. Positive cultures were obtained in 241 cases. Upon excluding one paper's skewed results, the net pooled results culture yield was 33%. Several cultures grew multiple organisms, leading to a total of 244 species identified. Most common isolated organisms include S taphylococcus aureus (n = 83), coagulase-negative S taphylococcus (n = 45), and Mycobacteria (n = 38). Conclusions The diagnostic culture yield of CT-guided biopsies in cases of suspected spinal infection is 33%. In the majority of cases, a causative organism is not identified. This suggests that improvements can be made in biopsy technique and specimen transfer to optimize culture yield and increase the clinical value of the procedure. [ABSTRACT FROM AUTHOR]
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- 2019
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22. Designing a Comprehensive Undergraduate Medical Education Radiology Curriculum Using the 5C's of Radiology Education Framework.
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Visscher, Kari L. and Faden, Lisa
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CONCEPTUAL structures , *CURRICULUM , *HOSPITAL radiological services , *INTERPROFESSIONAL relations , *MEDICAL education , *PSYCHOLOGY of medical students , *SENSORY perception , *GRADUATE education , *CLINICAL competence , *TEACHING methods , *RADIOLOGISTS , *EDUCATION , *PSYCHOLOGY - Abstract
Abstract The 5C's of Radiology Education is a tool created from a recent qualitative study designed to explore how radiology exposures impact medical student opinions and perceptions of radiology and radiologists. It outlines the factors that the medical students identified as important for their radiology education. These factors are curriculum, coaching, collaborating, career, and commitment. The purpose of this paper is to provide a review of the literature of undergraduate medical education both broadly and more specifically to radiology education using the 5C's of Radiology Education framework. [ABSTRACT FROM AUTHOR]
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- 2018
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23. Multimodality Imaging of Tumour Thrombus.
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Rohatgi, Saurabh, Howard, Stephanie A., Tirumani, Sree Harsha, Ramaiya, Nikhil H., and Krajewski, Katherine M.
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CARDIOVASCULAR disease treatment , *TUMOR diagnosis , *DOPPLER ultrasonography , *ADRENAL cortex , *COMPUTED tomography , *DIFFERENTIAL diagnosis , *DIAGNOSTIC imaging , *HEPATOCELLULAR carcinoma , *LUNG tumors , *MAGNETIC resonance imaging , *OVARIAN tumors , *PANCREATIC tumors , *RENAL cell carcinoma , *THROMBOSIS , *THYROID gland tumors , *LEIOMYOSARCOMA ,RECTUM tumors - Abstract
Vascular thrombosis occurs commonly in cancer patients. Once the diagnosis of thrombosis is established, it is important to characterize the nature of thrombus, tumoural versus bland, as each have a different prognosis, clinical significance, and management. This review paper discusses the imaging spectrum of tumour thrombus and its clinical significance emphasizing the role of imaging in differentiating tumour from bland thrombus. [ABSTRACT FROM AUTHOR]
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- 2015
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24. Canadian Association of Radiologists Annual Scientific Meetings: How Many Abstracts Go on to Publication?
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Dressier, Danielle and Leswick, David
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RADIOLOGISTS , *ABSTRACTING , *CONFERENCES & conventions , *MEDLINE , *ONLINE information services , *PUBLISHING , *RESEARCH , *SERIAL publications , *RETROSPECTIVE studies , *SOCIETIES - Abstract
Purpose: To determine the percentage of abstracts presented at the Canadian Association of Radiologists (CAR) annual scientific meetings that go on to publication. Methods: Records of previous CAR meetings from the years 2005-2011 were obtained. An Internet search was performed to determine which abstracts went on to publication. Abstracts were assessed according to exhibit category (Resident Award Papers), educational institution, publishing journal, and time to publication. Results: Of the 402 abstracts presented, 112 (28%) were published. Overall, an average of 37% of Radiologists-In-Training Presentations, 34% of Scientific Exhibits, and 20% of Educational Exhibits went on to publication. The University of British Columbia and University of Ottawa published the largest number of abstracts (66 and 62, respectively) from the years 2005-2011. The University of Montreal had the largest percentage of abstracts published (42%). The range of publishing journals was wide, but the top publisher was the Canadian Association of Radiologists Journal (27%). Eighty-three percent of abstracts were published within 3 years of being presented. Conclusion: In total, 28% of all the abstracts presented at the CAR conferences between 2005 and 2011 were published. Further exploration into the reasons and barriers for abstracts not being published may be a next step in future research. [ABSTRACT FROM AUTHOR]
- Published
- 2015
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25. Honorary Coauthorship: Does It Matter?
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O'Brien, Jeremy, Baerlocher, Mark Otto, Newton, Marshall, Gautam, Tina, and Noble, Jason
- Subjects
- *
PATIENTS , *AUTHORSHIP , *LIBRARIES & publishing , *MEDICAL ethics , *MEDICAL research - Abstract
Objective: To examine the perception of honorary coauthorship among medical academics and to determine whether a potential effect of honorary coauthorship exists on patient care. Methods: Corresponding authors of every fourth primary research paper published in JAMA, Journal of the American Medical Association (2001-2003), Canadian Medical Association Journal (2001-2003), British Medical Journal (1998-2000), and Lancet (1998-2000) were surveyed electronically. Questions were focused on each author's personal experience and perception of honorary coauthorship. Results: Sixty-five percent of corresponding authors responded (127/195). Fifty-five percent of respondents had published more than 50 peer-reviewed journal articles, and 52% had been listed with an honorary coauthor at some point in their career. Eighteen percent of respondents had been required at some point to list authors who had provided data via a commercial relationship. A majority of authors believed that there were potential negative effects of honorary coauthorship for both the authors themselves (73%) and for their coauthors (83%). These negative effects included personal liability for honorary authors (29%) and dilution of relative contribution for their coauthors (54%). Sixty-two percent of respondents said that honorary coauthorship may have a negative effect on patient care; however, only 2% had been involved in a case in which this phenomenon had actually occurred. Conclusion: Honorary coauthorship remains prevalent in the medical literature, even among highly published authors, and has the potential to negatively affect patient care. Respondents believed that a number of possible negative consequences of this phenomenon exist for honorary authors, their coauthors, and patients. Efforts to understand the true influence of honorary authorship on patient care may help further curb this practice in the literature. [ABSTRACT FROM AUTHOR]
- Published
- 2009
- Full Text
- View/download PDF
26. Evaluation of Adult Outpatient Magnetic Resonance Imaging Sedation Practices: Are Patients Being Sedated Optimally?
- Author
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Middelkamp, Janel E., Forster, Bruce B., Keogh, Ciaran, Lennox, Pamela, and Mayson, Kelly
- Subjects
- *
TRANQUILIZING drugs , *PSYCHIATRIC drugs , *MAGNETIC resonance imaging centers , *SURVEYS , *RADIOLOGISTS , *LORAZEPAM , *MIDAZOLAM - Abstract
Purpose: To evaluate the use of anxiolytics in adult outpatient magnetic resonance imaging (MRI) centres and to determine whether utilisation is optimal based on the pharmacology of the drugs used, who prescribes these drugs, and how patients are managed after administration. Materials and Methods: Identical paper and Web-based surveys were used to anonymously collect data about radiologists' use of anxiolytic agents for adult outpatient MRI examinations. The survey questions were about the type of facility, percentage of studies that require sedation, the drug used and route of administration, who orders the drug, timing of administration, patient monitoring during and observation after the study, use of a dedicated nurse for monitoring, and use of standard sedation and discharge protocols. The χ² analysis for statistical association among variables was used. Results: Eighty-five of 263 surveys were returned (32% response rate). The radiologist ordered the medication (53%) in slightly more facilities than the referring physician (44%) or the nurse. Forty percent of patients received medication 15-30 minutes before MRI, which is too early for peak effect of oral or sublingual drugs. Lorazepam was most commonly used (64% first choice). Facilities with standard sedation protocols (56%) were more likely to use midazolam than those without standard sedation protocols (17% vs 10%), to have a nurse for monitoring (P = .032), to have standard discharge criteria (P = .001), and to provide written information regarding adverse effects (P = .002). Conclusions: Many outpatients in MRI centres may be scanned before the peak effect of anxiolytics prescribed. A standard sedation protocol in such centres is associated with a more appropriate drug choice, as well as optimized monitoring and postprocedure care. [ABSTRACT FROM AUTHOR]
- Published
- 2009
- Full Text
- View/download PDF
27. Musculoskeletal disorders of the lower limb -- ultrasound and magnetic resonance imaging correlation.
- Author
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Girish G, Finlay K, Landry D, O'Neill J, Popowich T, Jacobson J, Friedman L, and Jurriaans E
- Abstract
The purpose of this paper is to familiarize general radiologists and specialists with the sonographic and corresponding magnetic resonance imaging (MRI) appearance of various musculoskeletal disorders of the lower limb. Technologists and radiologists should be familiar with all imaging techniques for the investigation and evaluation of musculoskeletal abnormalities. The role of high-resolution ultrasound (US) is highlighted, as well as the complementary relation between both imaging modalities. We also discuss some of the advantages of US over MRI in the investigation of musculoskeletal disorders of the lower limb. The MRI and US appearances of various articular, periarticular, and soft tissue pathologies of the lower limb are compared and reviewed, and where possible, the advantages of each modality are identified. [ABSTRACT FROM AUTHOR]
- Published
- 2007
28. Recognizing and reporting vertebral fractures: reducing the risk of future osteoporotic fractures.
- Author
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Lentle BC, Brown JP, Khan A, Leslie WD, Levesque J, Lyons DJ, Siminoski K, Tarulli G, Josse RG, and Hodsman A
- Abstract
Objective: Given the increasing evidence that vertebral fractures are underdiagnosed and not acted on, Osteoporosis Canada and the Canadian Association of Radiologists initiated a project to develop and publish a set of recommendations to promote and facilitate the diagnosis and reporting of vertebral fractures. Options: The identification of spinal fractures is not uniform. More than 65% of vertebral fractures cause no symptoms. It is also apparent that vertebral fractures are inadequately recognized when the opportunity for diagnosis arises fortuitously. It is to patients' benefit that radiologists report vertebral fractures evident on a chest or other radiograph, no matter how incidental to the immediate clinical indication for the examination. Outcomes: The present recommendations can help to close the gap in care in recognizing and treating vertebral fractures, to prevent future fractures and thus reduce the burden of osteoporosis-related morbidity and mortality, as well as fracture-related costs to the health care system. Evidence: Several studies indicate that a gap exists in regard to the diagnosis of vertebral fractures and the clinical response following such diagnosis. All recommendations presented here are based on consensus. Values: These recommendations were developed by a multidisciplinary working group under the auspices of the Scientific Advisory Council of Osteoporosis Canada and the Canadian Association of Radiologists. Benefits, Harm, and Costs: Prevalent vertebral fractures have important clinical implications in terms of future fracture risk. Recognizing and reporting fractures incidental to radiologic examinations done for other reasons has the potential to reduce health care costs by initiating further steps in osteoporosis diagnosis and appropriate therapy. Recommendations: Physicians should be aware of the importance of vertebral fracture diagnosis in assessing future osteoporotic fracture risk. Vertebral fractures incidental to radiologic examinations done for other reasons should be identified and reported. Vertebral fractures should be assessed from lateral spinal or chest radiographs according to the semiquantitative method of Genant and colleagues. Grade II and Grade III fractures as classified by this method should be given the greatest emphasis. Semiquantitative fracture recognition should include the recognition of changes such as loss of vertebral end-plate parallelism, cortical interruptions, and quantitative changes in the anterior, midbody, and posterior heights of vertebral bodies. When spine radiographs are performed to assess the presence of vertebral fractures, anteroposterior examinations may assist in the initial evaluation. The standard follow-up need only consist of single lateral views of the thoracic and lumbar spine that include T4 to L4 vertebrae. The radiographic technique described in this paper, or a technique of comparable efficacy, should be used. Dual X-ray absorptiometry examinations that include lateral spinal morphological assessments (vertebral fracture assessment) may contribute to fracture recognition. Educational material about the clinical importance of vertebral fracture recognition as a potential indicator of future osteoporotic fracture risk with its associated morbidity and mortality should be directed to all physicians. [ABSTRACT FROM AUTHOR]
- Published
- 2007
29. Change in patient doses from radiological examinations at the Vancouver General Hospital, 1991-2002.
- Author
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Aldrich JE and Williams J
- Abstract
Objective: Much concern has been expressed over the radiation doses and potential harm from x-ray examinations. However, there have been few longitudinal studies in North America. A survey of doses from radiological examinations in Canada was last carried out in 1995. This study was undertaken to estimate the change in the number of patient examinations and patient dose since this last Canadian survey.Methods: The number of radiological examinations and numbers of patients for the years 1991 to 2002 were obtained from workload statistics, which are reported to the Canadian government each year. Radiological examinations were of the following type: general, gastrointestinal or genitourinary, angiography, and computed tomography (CT). Average doses were calculated for each group of examinations.Results: From 1991 to 2002 there was an increase of 28% in the total number of x-ray examinations performed. The proportion of most types of examination has stayed fairly constant, except for CT, which has increased fourfold in the last 8 years. The striking change is the increased contribution to patient effective dose from CT since 1996, these examinations now comprising nearly 60% of the total patient dose. The average annual effective dose per patient has nearly doubled--from 3.3 mSv in 1991 to 6.0 mSv in 2002.Conclusion: This paper provides a simple method for any Canadian hospital to estimate the radiation dose to its patients. At the Vancouver General Hospital (VGH), the number of patient examinations has increased by 28%, but the average annual patient effective dose has almost doubled. CT is now by far the largest contributor to patient dose in diagnostic radiology. Efforts need to be made to reduce patient dose by such methods as reduction in unnecessary exams, substitution of nonionizing techniques where possible, and optimization of dose. [ABSTRACT FROM AUTHOR]
- Published
- 2005
30. The accuracy of references in manuscripts submitted for publication.
- Author
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Browne, Ronan F. J., Logan, P. Mark, Lee, Michael J., and Torreggiani, William C.
- Subjects
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BIBLIOGRAPHICAL citations , *PROFESSIONAL peer review , *MEDICAL errors , *MEDICAL practice , *RADIOLOGY , *PUBLICATIONS - Abstract
To analyze the errors present in references cited in papers submitted for peer review for possible publication. Of a total of 259 references, 56% (n = 145) contained at least 1 error, 53% (n = 137) contained minor errors and 15% (n = 39) contained major errors. Five per cent (n = 13) of references had more than 3 errors, and 79% (n = 274) of all errors were the direct result of authors not following journal instructions. Over half of all references included in manuscripts submitted to radiology journals contain at least 1 error. The majority are avoidable, resulting from failure to follow the journal's instructions to authors. [ABSTRACT FROM AUTHOR]
- Published
- 2004
31. The cost of angiography procedures: OHIP gets a bargain.
- Author
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Karlik, Stephen J. and Rankin, Richard N.
- Subjects
- *
ANGIOGRAPHY , *COST - Abstract
Objective: To determine the costs for 1000 randomized interventional angiographic procedures. Methods: An 9-page paper form was used to manually record the consumables, technologist time, room occupancy time and recovery room time for 80 different procedures collected over a 2-year period. The average cost for expendables per procedure was calculated for procedures that occurred 5 or more times. Results: Of the 1000 procedures surveyed, there were 20 that had 10 or more occurrences, 9 that occurred 5-9 times and 51 that occurred less than 5 times, of which 32 had only a single occurrence. The total expendables used were $514 008. The total examination time was 1158 hours. The total technologist time was 2493 hours, and the total recovery room time was 1806 hours. Examples of the average cost per procedure are: cerebral angiogram (n = 249), avg. cost $441.24, and transvenous liver biopsy (n = 30), avg. cost $642.89. The coefficient of variation for procedure costs ranged from 15% to 139%. There were no correlations of technician time or procedure technical cost with the date of scan, indicating that there was no systematic increase or decrease in costs over the survey period. There were moderate correlations of the technical cost of a procedure with technologist time (Pearson r = 0.69) and the duration of a procedure (Pearson r = 0.73). The technical costs of interventional procedures were significantly underfunded; the reimbursement from the Ontario Hospital Insurance Plan was $278 446, or 54% of the actual costs. Fourteen procedures were reimbursed at below 50% of their costs. Conclusion: This shortfall in funding has serious consequences for the types and numbers of procedures that are possible in radiology departments. Funds must be diverted from other places to prevent serious rationing of these services. [ABSTRACT FROM AUTHOR]
- Published
- 2002
32. Self-Assessment Program Insights4Imaging, Part 12 October 2005 -- September 2006.
- Author
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Cablentz, Craig
- Subjects
- *
SELF-evaluation , *PROFESSIONAL education , *CAREER development , *RADIOLOGISTS , *RADIOLOGY , *TOMOGRAPHY - Abstract
The article presents a self assessment program to raise the awareness of the research and clinical issues in radiology. It will help in evaluating knowledge and learning needs for a variety of imaging modalities. The basic objective of the program is to assist radiologists in acquiring continuing professional development credits through reading educational articles in the Canadian Association of Radiologists Journal. The instructions for going through this self assessment program have been given in the article. The questions in the question paper of the program have been asked from various imaging modalities like neuroimaging and computed tomography and patient problems.
- Published
- 2005
33. Evaluation of Adult Outpatient Magnetic Resonance Imaging Sedation Practices: Are Patients Being Sedated Optimally?
- Author
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Kelly Mayson, Pamela Lennox, Bruce B. Forster, Ciaran Keogh, and Janel E. Middelkamp
- Subjects
Adult ,medicine.medical_specialty ,Midazolam ,Sedation ,Conscious Sedation ,Referring Physician ,Lorazepam ,Ambulatory care ,Ambulatory Care ,medicine ,Humans ,Adults ,Radiology, Nuclear Medicine and imaging ,Adverse effect ,Response rate (survey) ,Diazepam ,medicine.diagnostic_test ,business.industry ,Data Collection ,Magnetic resonance imaging ,General Medicine ,Magnetic Resonance Imaging ,Drug Utilization ,Anti-Anxiety Agents ,Radiology Nuclear Medicine and imaging ,Anesthesia ,Emergency medicine ,medicine.symptom ,business ,medicine.drug ,MRI - Abstract
PurposeTo evaluate the use of anxiolytics in adult outpatient magnetic resonance imaging (MRI) centres and to determine whether utilisation is optimal based on the pharmacology of the drugs used, who prescribes these drugs, and how patients are managed after administration.Materials and MethodsIdentical paper and Web-based surveys were used to anonymously collect data about radiologists' use of anxiolytic agents for adult outpatient MRI examinations. The survey questions were about the type of facility, percentage of studies that require sedation, the drug used and route of administration, who orders the drug, timing of administration, patient monitoring during and observation after the study, use of a dedicated nurse for monitoring, and use of standard sedation and discharge protocols. The χ2analysis for statistical association among variables was used.ResultsEighty-five of 263 surveys were returned (32% response rate). The radiologist ordered the medication (53%) in slightly more facilities than the referring physician (44%) or the nurse. Forty percent of patients received medication 15–30 minutes before MRI, which is too early for peak effect of oral or sublingual drugs. Lorazepam was most commonly used (64% first choice). Facilities with standard sedation protocols (56%) were more likely to use midazolam than those without standard sedation protocols (17% vs 10%), to have a nurse for monitoring ( P = .032), to have standard discharge criteria ( P = .001), and to provide written information regarding adverse effects ( P = .002).ConclusionsMany outpatients in MRI centres may be scanned before the peak effect of anxiolytics prescribed. A standard sedation protocol in such centres is associated with a more appropriate drug choice, as well as optimized monitoring and postprocedure care.
- Full Text
- View/download PDF
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