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Anti-vascular endothelial growth factor (VEGF) agents are widely regarded as the first line of therapy for diabetic macular edema (DME) but are not universally effective. An automatic method that can predict whether a patient is likely to respond to anti-VEGF therapy can avoid unnecessary trial and error treatment strategies and promote the selection of more effective first-line therapies. The objective of this study is to automatically predict the efficacy of anti-VEGF treatment of DME in individual patients based on optical coherence tomography (OCT) images. We performed a retrospective study of 127 subjects treated for DME with three consecutive injections of anti-VEGF agents. Patients' retinas were imaged using spectral-domain OCT (SD-OCT) before and after anti-VEGF therapy, and the total retinal thicknesses before and after treatment were extracted from OCT B-scans. A novel deep convolutional neural network was designed and evaluated using pre-treatment OCT scans as input and differential retinal thickness as output, with 5-fold cross-validation. The group of patients responsive to anti-VEGF treatment was defined as those with at least a 10% reduction in retinal thickness following treatment. The predictive performance of the system was evaluated by calculating the precision, sensitivity, specificity, and area under the receiver operating characteristic curve (AUC). The algorithm achieved an average AUC of 0.866 in discriminating responsive from non-responsive patients, with an average precision, sensitivity, and specificity of 85.5%, 80.1%, and 85.0%, respectively. Classification precision was significantly higher when differentiating between very responsive and very unresponsive patients. The proposed automatic algorithm accurately predicts the response to anti-VEGF treatment in DME patients based on OCT images. This pilot study is a critical step toward using non-invasive imaging and automated analysis to select the most effective therapy for a patient's specific disease condition., Competing Interests: The authors declare that there is no conflict of interest., (© 2020 Optical Society of America under the terms of the OSA Open Access Publishing Agreement.)

Osteolipomas are rare tumors, particularly in the head and neck region, in contrast to lipomas which are the most common benign neoplasms in this location. Osseous changes are benign and mainly occur in long-standing lipomas. Despite its rarity, this neoplasm has a characteristic histopathologic appearance with lamellar bony spicules within the mature adipose tissue. Of the 19 cases previously reported in the oropharyngeal area, only two were located in the submandibular region. We report the third case of submandibular osteolipoma, presenting as an asymptomatic mass in a middle-aged man. Our review of head and neck osteolipomas would be of particular interest to pathologists and head and neck surgeons, in order to avoid inappropriate treatment of an otherwise benign lesion.

Electrochemical Impedance Spectroscopy (EIS) is a powerful electrochemical technique to detect biomolecules. EIS has the potential of carrying out label-free and real-time detection, and in addition, can be easily implemented using electronic integrated circuits (ICs) that are built through standard semiconductor fabrication processes. This paper focuses on the various design and optimization aspects of EIS ICs, particularly the bio-to-semiconductor interface design. We discuss, in detail, considerations such as the choice of the electrode surface in view of IC manufacturing, surface linkers, and development of optimal bio-molecular detection protocols. We also report experimental results, using both macro- and micro-electrodes to demonstrate the design trade-offs and ultimately validate our optimization procedures.

Background: A positive history of smoking is less common in patients with pemphigus than in healthy subjects. The aim of this case-control study was to compare the remission rate and clinical locations involved in smokers and nonsmokers with pemphigus vulgaris., Methods: Seventy patients with pemphigus vulgaris, treated with a uniform protocol, were enrolled. The sites of involvement, average time needed for disease control, and number of relapses were compared in smokers and nonsmokers. At the end of the first and second years of treatment, the rate of remission was compared in the two groups., Results: Ten of the patients were current cigarette smokers, but the other 60 (85.7%) had no history of smoking. There was no difference in the rate of cutaneous or mucosal involvement between smokers and nonsmokers. The predominant subtype was the mucocutaneous type in both groups. Smokers with pemphigus vulgaris achieved partial remission more frequently than nonsmokers at the end of the first year of treatment. The number of patients in remission at the end of the second year of therapy was significantly higher for smokers with pemphigus than for nonsmokers. The main reason for disease activity in both groups was recurrence., Conclusions: Cigarette smoking may not affect the rate of cutaneous or mucosal involvement in pemphigus; however, the data indicate that remission may be achieved sooner in pemphigus patients who smoke.

Although typical and limited Mongolian spots are benign skin markings at birth which fade and disappear as the child grows, extensive Mongolian spots deserve special attention as possible indications of associated inborn error of metabolism. A few cases of extensive Mongolian spots in association with inheritable storage diseases have been reported. Some hypotheses have been put forward, but further investigation is necessary to elucidate the causative factors. This report describes three infants with generalized Mongolian spots, two infants with GM1 gangliosidosis type 1, and one in association with Hurler syndrome. Findings of generalized Mongolian spots in newborns may lead to an early detection and early treatment before irreversible organ damage occurs.

Syringomas are benign adnexal tumors derived from the intraepidermal portion of eccrine sweat ducts. Usually, they present as soft, flesh-colored to slightly yellow dermal papules on the lower eyelids of healthy individuals. We report an 18-year-old man with rare presentation of eruptive syringomas involving his trunk and extremities, with linear arrangement on the arms and forearms. A biopsy obtained from the lesions of the dorsum of the hands showed eccrine syringoma with a lymphocytic inflammatory infiltration around superficial blood vessels and eccrine ducts. We used the 585-nm and 595-nm pulsed dye laser for treatment of inflammatory lesions of forearm and trunk with no success.

Background: The histologic diagnosis of early mycosis fungoides (MF) can be difficult to establish in many instances because the subtle changes observed in patches of MF are also present in many inflammatory dermatoses., Methods: To assess the frequency and significance of many of these histologic parameters, we retrospectively reviewed 50 slides from patients with documented MF in patch, plaque, and tumor stages. The diagnosis of MF was unequivocally established either by the progression of patients to advanced stages of the disease or by indubitable histologic findings. In the second phase of the study, we compared the histologic parameters observed in 24 patch stage MF patients with those in 24 non-MF patients. The non-MF group were patients whose pathologic pattern was suspicious for MF, but who definitely did not have MF on clinical grounds. The two groups were matched by histologic pattern. Two different observers evaluated the slides and the intensities of 32 histologic parameters were graded on a four-point scale to minimize the subjective variability in the histologic reports., Results: On univariate analysis, the following parameters achieved significance in distinguishing MF from non-MF: Pautrier's microabscesses, haloed lymphocytes, disproportionate epidermotropism, epidermal lymphocytes larger than dermal lymphocytes, hyperconvoluted lymphocytes in the epidermis and dermis, absence of dyskeratosis, and papillary dermal fibrosis. None of these features proved to have additional discriminating power on multivariate analysis., Conclusions: The efficacy of single histologic features in the diagnosis of early MF is generally poor and, to discriminate MF from its inflammatory simulators, a combination of cytologic and architectural features must be used.