OpenAI's GPT-4 performs to a high degree on board-style dermatology questions.

BACKGROUND: Artificial intelligence tools such as OpenAI's GPT-4 have shown promise in medical education, but their potential in dermatology remains unexplored. OBJECTIVES: To assess GPT-4's performance on dermatology board-style questions and determine its value as a supplementary educational tool for trainees and educators. METHODS: This cross-sectional study evaluated GPT-4's performance on 250 random dermatology board-style questions sampled from the American Academy of Dermatology's Board Prep Plus resource. Questions were divided into five subspecialties and various difficulty levels. GPT-4 responses were compared to the correct answers and evaluated by two physicians. RESULTS: GPT-4 achieved an overall accuracy of 75% on the 250 questions, with no significant variation based on subspecialty or question difficulty. The most common errors were factual and misunderstanding inaccuracies. Responses scored high in clarity, accuracy, and relevance but frequently lacked depth and completeness. CONCLUSION: GPT-4 performed to a high degree and demonstrated promising performance as an educational adjunct in dermatology. Improvements in response depth and completeness are needed before its use as an unsupervised learning tool is established.

Porcine xenograft and second intention healing on the lower extremities after Mohs surgery: a descriptive case series.

There is limited data on benefits of healing after Mohs surgery using porcine xenografts (PXs) compared to second intention (SI). This case series sought to describe healing time, scar size, cosmetic outcome, pain, and infection rates in patients treated with PX or SI for wounds on lower extremities. 14 patients were enrolled. Six patients received treatment with SI, and eight patients received PX. 11 patients (4 SI, 7 PX) completed follow-up visit after 3 months (79% follow-up rate) when primary outcome measure was assessed. 64% of patients took > 3 months to heal. 72% of patients healed within 6 months post-surgery. Scars contracted by > 50% in 7/11 patients completing follow-up. In SI group, 3/5 patients self-reported pain level > 1 out of 10 at 1-week post-surgery compared to 3/8 in the PX group. Two patients in each group developed post-operative wound infection and three patients in PX group experienced other adverse events. These results suggest that healing with PX or SI resulted in small scar size, low post-operative pain level, and low rate of adverse events. Both groups had longer healing times than expected.

Patient Preferences Regarding Virtual Visits in Cutaneous Surgery in the Era of COVID-19.

BACKGROUND: The COVID-19 pandemic has caused an increasing shift toward the utilization of telehealth services. There are limited data on patient preferences for these services in dermatologic surgery. OBJECTIVE: To evaluate patient preferences regarding telehealth in dermatologic surgery for pre- and postsurgical care. METHODS: A survey was administered to patients in an academic dermatology practice. RESULTS: Two hundred twenty-four patients participated. An in-person presurgical consultation was preferred by 62.1%, and a postsurgical in-person visit was preferred by 67.7%. The most commonly cited reason was desire for physical interaction with their surgeon. For each 10-year increase in age, there was a 1.26-fold and 1.12-fold increase in preference for in-person consultation and follow-up, respectively. Eighty-seven percent felt safe during office visit, and 41% reported no anxiety regarding fear of contracting COVID-19. The proportion of patients preferring in-person pre- or postsurgical visits was similar regardless of sex, presence of an immunocompromising condition, prior dermatologic surgery, anxiety level for contracting COVID-19, and perceived level of office safety. CONCLUSION: A majority of patients prefer in-person visits for pre- and postsurgical care. Older patients have a greater preference for in-person care. Anxiety level regarding COVID-19 and perceived level of office safety were not related to preference for in-person visits.

Use of teledermatology by dermatology hospitalists is effective in the diagnosis and management of inpatient disease.

BACKGROUND: Patient outcomes are improved when dermatologists provide inpatient consultations. Inpatient access to dermatologists is limited, illustrating an opportunity to use teledermatology. Little is known about the ability of dermatologists to accurately diagnose disease and manage inpatients with teledermatology, particularly when using nondermatologist-generated clinical data. METHODS: This prospective study assessed the ability of teledermatology to diagnose disease and manage 41 dermatology consultations from a large urban tertiary care center, using internal medicine referral documentation and photographs. Twenty-seven dermatology hospitalists were surveyed. Interrater agreement was assessed by the κ statistic. RESULTS: There was substantial agreement between in-person and teledermatology assessment of the diagnosis with differential diagnosis (median κ = 0.83), substantial agreement in laboratory evaluation decisions (median κ = 0.67), almost perfect agreement in imaging decisions (median κ = 1.0), and moderate agreement in biopsy decisions (median κ = 0.43). There was almost perfect agreement in treatment (median κ = 1.0), but no agreement in follow-up planning (median κ = 0.0). There was no association between raw photograph quality and the primary plus differential diagnosis or primary diagnosis alone. LIMITATIONS: Selection bias and single-center nature. CONCLUSIONS: Teledermatology may be effective in the inpatient setting, with concordant diagnosis, evaluation, and management decisions.

Society of Dermatology Hospitalists supportive care guidelines for the management of Stevens-Johnson syndrome/toxic epidermal necrolysis in adults.

Stevens-Johnson syndrome (SJS) and toxic epidermal necrolysis (TEN) are life-threatening conditions with high morbidity and mortality. Supportive care management of SJS/TEN is highly variable. A systematic review of the literature was performed by dermatologists, ophthalmologists, intensivists, and gynecologists with expertise in SJS/TEN to generate statements for supportive care guideline development. Members of the Society of Dermatology Hospitalists with expertise in SJS/TEN were invited to participate in a modified, online Delphi-consensus. Participants were administered 9-point Likert scale questionnaires regarding 135 statements. The RAND/UCLA Appropriateness Method was used to evaluate and select proposed statements for guideline inclusion; statements with median ratings of 6.5 to 9 and a disagreement index of ≤1 were included in the guideline. For the final round, the guidelines were appraised by all of the participants. Included are an evidence-based discussion and recommendations for hospital setting and care team, wound care, ocular care, oral care, urogenital care, pain management, infection surveillance, fluid and electrolyte management, nutrition and stress ulcer prophylaxis, airway management, and anticoagulation in adult patients with SJS/TEN.

Peculiar vegetative tumor-like genital herpes simplex nodules with brisk tissue eosinophilia in patients with human immunodeficiency virus infection.

Genital herpes simplex virus (HSV) infection in a human immunodeficiency virus (HIV) patient can present as a vegetative nodule. Clinical differential diagnoses of the nodule include condyloma latum, condyloma acuminatum, viral or fungal infection, and cutaneous neoplasms. Histological examination of herpetic nodules has been reported to show thick pseudoepitheliomatous hyperplasia with dense dermal lymphoplasmacytic infiltrate and multifocal multinucleated cells with herpetic viral cytopathic changes. We report two patients with HIV presenting with vegetative tumor-like HSV nodules with distinctive histopathologic pattern of inflammation that has not been described in the literature before. All samples displayed slightly acanthotic epidermis with focal ulceration, dense dermal sclerosis, scattered plasma cells, and a brisk lymphoeosinophilic infiltrate found dissecting between dense collagen bundles. This pattern of inflammation is an important clue that can guide the pathologist to look for focal herpetic viral changes in the epidermis, as patients with HIV possibly tend to amount a predominantly eosinophilic immune response in inflammatory skin conditions.

A video-based, flipped classroom, simulation curriculum for dermatologic surgery: A prospective, multi-institution study.

BACKGROUND: Medical education is evolving to emphasize trainee engagement. The impact of a flipped classroom curriculum and surgical simulation on dermatology resident education has not been evaluated. OBJECTIVE: To assess the impact of video education and surgical simulation on dermatology resident procedural skills. METHODS: We created a curriculum on foundational surgical skills for 31 first- and second-year dermatology residents at 3 institutions. The flipped classroom approach replaces traditional in-person lectures with at-home viewing of instructional videos. After this self-directed learning, trainees had 3 hands-on sessions using simulated skin models. The Objective Structured Assessment of Technical Skills (OSATS) instrument was used to assess residents performing a simulated elliptical excision with intermediate repair before and after the curriculum. Residents completed precurriculum and postcurriculum surveys evaluating operative confidence and perceived value of the curriculum. RESULTS: Residents' total OSATS score increased from a median of 27 (interquartile range, 22-38.5) before the curriculum to 46 (interquartile range, 39.5-51.5) after the curriculum (P < .001). Self-reported confidence in surgical performance significantly improved, and residents were highly satisfied. LIMITATIONS: Limitations include the small sample size and potential influence from concurrent learning on surgical rotations. CONCLUSIONS: Video education and simulation are effective for improving dermatology residents' procedural skills. We hope to serve as a template for other institutions and nondermatology trainees hoping to improve procedural skills.

Development and Validation of a Risk Prediction Model for In-Hospital Mortality Among Patients With Stevens-Johnson Syndrome/Toxic Epidermal Necrolysis-ABCD-10.

Importance: Stevens-Johnson syndrome/toxic epidermal necrolysis (SJS/TEN) is a spectrum of severe mucocutaneous drug reaction associated with significant morbidity and mortality. A previously developed SJS/TEN-specific severity-of-illness model (Score of Toxic Epidermal Necrolysis [SCORTEN]) has been reported to overestimate and underestimate SJS/TEN-related in-hospital mortality in various populations. Objective: To derive a risk prediction model for in-hospital mortality among patients with SJS/TEN and to compare prognostic accuracy with the SCORTEN model in a multi-institutional cohort of patients in the United States. Design, Setting, and Participants: Data from a multicenter cohort of patients 18 years and older treated for SJS/TEN between January 1, 2000, and June 1, 2015, were obtained from inpatient consult databases and electronic medical record systems at 18 medical centers in the United States as part of the Society for Dermatology Hospitalists. A risk model was derived based on data from 370 of these patients. Model discrimination (calculated as area under the receiver operating characteristic curve [AUC]) and calibration (calculated as predicted vs observed mortality, and examined using the Hosmer-Lemeshow goodness-of-fit statistic) were assessed, and the predictive accuracy was compared with that of SCORTEN. All analysis took place between December 2016 and April 2018. Main Outcomes and Measures: In-hospital mortality. Results: Among 370 patients (mean [SD] age 49.0 [19.1] years; 195 [52.7%] women), 54 (15.14%) did not survive to hospital discharge. Five covariates, measured at the time of admission, were independent predictors of in-hospital mortality: age in years (odds ratio [OR], 1.05; 95% CI, 1.02-1.07), body surface area (BSA) in percentage of epidermal detachment (OR, 1.02; 95% CI, 1.01-1.04), serum bicarbonate level below 20 mmol/L (OR, 2.90; 95% CI, 1.43-5.88), active cancer (OR, 4.40; 95% CI, 1.82-10.61), and dialysis prior to admission (OR, 15.94; 95% CI, 3.38-66.30). A severity-of-illness score was calculated by taking the sum of 1 point each for age 50 years or older, epidermal detachment greater than 10% of BSA, and serum bicarbonate level below 20 mmol/L; 2 points for the presence of active cancer; and 3 points for dialysis prior to admission. The score was named ABCD-10 (age, bicarbonate, cancer, dialysis, 10% BSA). The ABCD-10 model showed good discrimination (AUC, 0.816; 95% CI, 0.759-0.872) and calibration (Hosmer-Lemeshow goodness of fit test, P = .30). For SCORTEN, on admission, the AUC was 0.827 (95% CI, 0.774-0.879) and was not significantly different from that of the ABCD-10 model (P = .72). Conclusions and Relevance: In this cohort of patients with SJS/TEN, ABCD-10 accurately predicted in-hospital mortality, with discrimination that was not significantly different from SCORTEN. Additional research is needed to validate ABCD-10 in other populations. Future use of a new mortality prediction model may provide improved prognostic information for contemporary patients, including those enrolled in observational studies and therapeutic trials.

Examination of Fluconazole-Induced Alopecia in an Animal Model and Human Cohort.

Fluconazole-induced alopecia is a significant problem for patients receiving long-term therapy. We evaluated the hair cycle changes of fluconazole in a rat model and investigated potential molecular mechanisms. Plasma and tissue levels of retinoic acid were not found to be causal. Human patients with alopecia attributed to fluconazole also underwent detailed assessment and in both our murine model and human cohort fluconazole induced telogen effluvium. Future work further examining the mechanism of fluconazole-induced alopecia should be undertaken.

Acquired bullous acrodermatitis enteropathica as a histologic mimic of pemphigus foliaceus in a patient on parenteral nutrition.

The original article was published on July19, 2017 and corrected on May 15, 2018. The revised version of the article includes a funding source for Dr. Maija Kiuru's participation in this case report, awarded by the National Cancer Institute, National Institutes of Health grant K12CA138464. This change appears in the revised online PDF copy of this article.