A patient-centric dataset of images and metadata for identifying melanomas using clinical context.

Prior skin image datasets have not addressed patient-level information obtained from multiple skin lesions from the same patient. Though artificial intelligence classification algorithms have achieved expert-level performance in controlled studies examining single images, in practice dermatologists base their judgment holistically from multiple lesions on the same patient. The 2020 SIIM-ISIC Melanoma Classification challenge dataset described herein was constructed to address this discrepancy between prior challenges and clinical practice, providing for each image in the dataset an identifier allowing lesions from the same patient to be mapped to one another. This patient-level contextual information is frequently used by clinicians to diagnose melanoma and is especially useful in ruling out false positives in patients with many atypical nevi. The dataset represents 2,056 patients (20.8% with at least one melanoma, 79.2% with zero melanomas) from three continents with an average of 16 lesions per patient, consisting of 33,126 dermoscopic images and 584 (1.8%) histopathologically confirmed melanomas compared with benign melanoma mimickers.

Assessment and Treatment Outcomes of Persistent Radiation-Induced Alopecia in Patients With Cancer.

Importance: Persistent radiation-induced alopecia (pRIA) and its management have not been systematically described. Objective: To characterize pRIA in patients with primary central nervous system (CNS) tumors or head and neck sarcoma. Design, Setting, and Participants: A retrospective cohort study of patients from January 1, 2011, to January 30, 2019, was conducted at 2 large tertiary care hospitals and comprehensive cancer centers. Seventy-one children and adults diagnosed with primary CNS tumors or head and neck sarcomas were evaluated for pRIA. Main Outcomes and Measures: The clinical and trichoscopic features, scalp radiation dose-response relationship, and response to topical minoxidil were assessed using standardized clinical photographs of the scalp, trichoscopic images, and radiotherapy treatment plans. Results: Of the 71 patients included (median [range] age, 27 [4-75] years; 51 female [72%]), 64 (90%) had a CNS tumor and 7 (10%) had head and neck sarcoma. Alopecia severity was grade 1 in 40 of 70 patients (56%), with localized (29 of 54 [54%]), diffuse (13 of 54 [24%]), or mixed (12 of 54 [22%]) patterns. The median (range) estimated scalp radiation dose was 39.6 (15.1-50.0) Gy; higher dose (odds ratio [OR], 1.15; 95% CI, 1.04-1.28) and proton irradiation (OR, 5.7; 95% CI, 1.05-30.8) were associated with greater alopecia severity (P < .001), and the dose at which 50% of patients were estimated to have severe (grade 2) alopecia was 36.1 Gy (95% CI, 33.7-39.6 Gy). Predominant trichoscopic features included white patches (16 of 28 [57%]); in 15 patients, hair-shaft caliber negatively correlated with scalp dose (correlation coefficient, -0.624; P = .01). The association between hair density and scalp radiation dose was not statistically significant (-0.381; P = .16). Twenty-eight of 34 patients (82%) responded to topical minoxidil, 5% (median follow-up, 61 [interquartile range, 21-105] weeks); 4 of 25 (16%) topical minoxidil recipients with clinical images improved in severity grade. Two patients responded to hair transplantation and 1 patient responded to plastic surgical reconstruction. Conclusions and Relevance: Persistent radiation-induced alopecia among patients with primary CNS tumors or head and neck sarcomas represents a dose-dependent phenomenon that has distinctive clinical and trichoscopic features. The findings of this study suggest that topical minoxidil and procedural interventions may have benefit in the treatment of pRIA.

Endocrine Therapy-Induced Alopecia in Patients With Breast Cancer.

Importance: Endocrine therapy-induced alopecia (EIA) has been anecdotally reported but not systematically described. Objective: To characterize EIA in patients with breast cancer. Design, Setting, and Participants: Retrospective cohort study of 112 patients with breast cancer, diagnosed with EIA from January 1, 2009, to December 31, 2016, the patients were examined at the dermatology service in a large tertiary care hospital and comprehensive cancer center. Main Outcomes and Measures: The clinical features, alopecia-related quality of life (QoL), and response to minoxidil of EIA in patients with breast cancer were assessed. Data from the Hairdex Questionnaire was used to assess the impact of the alopecia on patients QoL. Higher score indicates lower QoL (0-100 score). Efficacy of minoxidil was measured at 3 or 6 months by a single-blinded investigator through standardized clinical photographs of the scalp. Results: A total of 112 female patients with breast cancer were included (median [range] age, 60 [34-90] years). A total of 104 patients (93%) had standardized clinical photographs; of these, 59 patients (53%) had trichoscopy images available at baseline, and 46 patients (41%) were assessed for response to minoxidil. Alopecia was attributed to aromatase inhibitors in 75 patients (67%) and tamoxifen in 37 (33%). Severity was grade 1 in 96 of 104 patients (92%), and the pattern was similar to androgenetic alopecia. The predominant trichoscopic feature at baseline was the presence of vellus hairs and intermediate- and thick-diameter terminal hair shafts. A negative impact on QoL was reported, with a higher effect in the emotion domain according to the Hairdex score (mean [SD], 41.8 [21.3]; P < .001). After treatment with topical minoxidil, moderate or significant improvement in alopecia was observed in 37 of 46 patients (80%). Conclusions and Relevance: Endocrine therapies are associated with a pattern alopecia similar to androgenetic-type, consistent with the mechanism of action of causal agents. A significant negative impact on QoL was reported by patients, despite mostly mild alopecia severity.

Effect of laser therapy on quality of life in patients with radiation-induced breast telangiectasias.

OBJECTIVE: To evaluate the effects of laser monotherapy on quality of life in breast cancer patients with chronic radiation dermatitis. STUDY DESIGN: A prospective, IRB-approved study was conducted at Memorial Sloan Kettering Cancer Center. Breast cancer patients with chronic radiation dermatitis completed health-related quality of life (HR-QOL) questionnaires before and after laser monotherapy for radiation-induced breast telangiectasias (RIBT). METHODS: After informed consent, all patients were issued the Skindex-16 and Breast-Q Adverse Effects of Radiation HR-QOL questionnaires prior to receiving laser treatment. Patients were treated with a 595 nm pulsed dye laser at 4- to 6-week intervals, with percent telangiectasia clearance and adverse events recorded at each visit. Post-treatment HR-QOL questionnaires were collected after clinician-assessed telangiectasia clearance of >50%. Median HR-QOL scores before and after therapy were reported for individual HR-QOL domains (Skindex-16) and HR-QOL totals (Skindex-16 and Breast-Q Adverse Effects of Radiation). Before- and after-differences were calculated using the Wilcoxon Signed-Rank Test. RESULTS: Twenty-two female patients (average age 56 years) enrolled in this study. A majority (13/22, 59%) exhibited telangiectasias across the décolletage and axilla in addition to the breast. Sixteen patients reached the 50% RIBT clearance threshold during the study period, and 11 of these patients (69%) completed follow-up HR-QOL questionnaires. Patients showed statistically significant improvements in emotional and functional Skindex-16 HR-QOL domains and in overall Skindex-16 HR-QOL score. Breast-Q scores also improved significantly, illustrating a decrease in specific physical and cosmetic concerns common to radiated breast skin. Common adverse events were transient post-treatment pain and redness. CONCLUSION: Breast cancer patients with RIBT presented with substantial deficits in several HR-QOL arenas. Laser monotherapy effectively treated the appearance of radiation dermatitis in these patients and also significantly improved HR-QOL. Lasers Surg. Med. 50:284-290, 2018. © 2017 Wiley Periodicals, Inc.

Correlation Between United States Medical Licensing Examination and Comprehensive Osteopathic Medical Licensing Examination Scores for Applicants to a Dually Approved Emergency Medicine Residency.

BACKGROUND: It is important for emergency medicine (EM) residency programs to be able to correlate the United States (US) Medical Licensing Examination (USMLE) and Comprehensive Osteopathic Medical Licensing Examination (COMLEX) scores of applicants. OBJECTIVE: We sought to determine the correlation between USMLE and COMLEX scores for EM residency applicants. METHODS: Retrospectively, from 2006 through 2013, USMLE and COMLEX examination scores for applicants to our 4-year, 56-member, dually approved EM residency were analyzed. Using the COMLEX score as the outcome variable and USMLE score as the predictor, multiple linear regression models, stratified by test step, were created. RESULTS: There were 556 students representing 25 discrete medical schools included. Pair 1 consisted of applicants submitting COMLEX Level-1 and USMLE Step-1 scores (n = 486). Pair 2 were those with COMLEX Level-2 and USMLE Step-2 scores (n = 356). For Pair 1, mean, standard deviation, and median scores on the COMLEX were 551, 69, and 548, respectively; for the USMLE, scores were 216, 16, and 217, respectively. Results for Pair 2 on COMLEX were 566, 80, and 562, respectively; USMLE results were 228, 18, and 229, respectively. A strong correlation was observed for Pair 1 (r = 0.78; p < 0.001). A 1-point increase in USMLE Step-1 is associated with a 3.55-point increase in the COMLEX Level-1 score (ß = 3.55; 95% confidence interval [CI] 3.30-3.80; p < 0.001). A similar strong correlation was observed for Pair 2 (r = 0.72; p < 0.001), where a 1-point increase in USMLE Step-2 is associated with a 3.29-point increase in the COMLEX Level-2 score (ß = 3.29; 95% CI 2.96-3.62; p < 0.001). CONCLUSIONS: A strong positive correlation between Steps 1 and 2 of the USMLE and COMLEX was found.

Impact of dermatologic adverse events on quality of life in 283 cancer patients: a questionnaire study in a dermatology referral clinic.

BACKGROUND: Anticancer therapies cause a wide range of dermatologic adverse events (AE). Although the frequency and severity of these events have been described, their effects on health-related quality of life (QoL) remain poorly understood, and the ones having a greater impact have not been ascertained. OBJECTIVE: To assess QoL in patients on conventional versus targeted anti-cancer therapies using a dermatology-specific questionnaire. METHODS: Patients (n = 283) completed the Skindex-16, a QoL questionnaire measuring the effects on three domains: symptoms, emotions, and function. Patients were grouped into two categories according to the types of oncology treatments received: (1) targeted therapies and (2) non-targeted therapies. Correlations of Skindex-16 scores with type of anti-cancer therapy, number of AEs, and specific dermatologic AEs were investigated. RESULTS: Significant differences between patients treated with targeted versus non-targeted therapy with regards to total Skindex-16 (p = 0.02) and emotion subdomain (p = 0.02) scores were observed. Additionally, patients on targeted therapies experienced a significantly greater number of AEs (p < 0.001) compared with patients on non-targeted therapies. Patients who exhibited epidermal growth factor receptor (EGFR) inhibitor-induced rash had higher Skindex-16 scores (p = 0.009) and higher scores in the symptom (p < 0.001), emotion (p = 0.01), and function (p = 0.001) subdomains than patients without this AE. Similar results were observed for pruritus. All p values were two sided. CONCLUSIONS: Dermatologic AEs are associated with a diminished QoL. Targeted therapies are associated with a significantly increased number of AEs and worse total and emotion Skindex-16 scores in comparison with non-targeted therapies. EGFR inhibitor rash and pruritus produced the greatest negative impact.