Towards transparency in dermatology image datasets with skin tone annotations by experts, crowds, and an algorithm

M Groh, C Harris, R Daneshjou, O Badri… - Proceedings of the ACM …, 2022 - dl.acm.org
While artificial intelligence (AI) holds promise for supporting healthcare providers and
improving the accuracy of medical diagnoses, a lack of transparency in the composition of …

Dermatology workforce in the United States–Part I: Overview, transformations, and implications

C Gronbeck, V Kodumudi, RT Brodell… - Journal of the American …, 2023 - Elsevier
The dermatology workforce continues to evolve to meet the growing and diversified
demands of the US population. Part 1 of this continuing medical education series is …

Gender equity in academic dermatology: Problems aplenty, yet paths ahead

S Walter, DF Murrell - Journal of the European Academy of …, 2024 - Wiley Online Library
Efforts to achieve gender equity of health professionals should be a priority in all fields of
medicine, including academic dermatology. This review aimed, first, to summarize available …

Decreasing physician Medicare reimbursement for dermatology services

JR Pollock, JY Chen, DA Dorius, JM Haglin… - Journal of the American …, 2022 - jaad.org
REFERENCES 1. Landis ET, Davis SA, Taheri A, Feldman SR. Top dermatologic diagnoses
by age. Dermatol Online J. 2014; 20 (4): 22368. 2. How we find survey participants around …

Contribution of gender on compensation of Veterans Affairs-affiliated dermatologists: a cross-sectional study

MH Do, SR Lipner - International Journal of Women's …, 2020 - journals.lww.com
Background Gender disparity in research funding, leadership, authorship, and
compensation in medicine is well documented, with most parameters favoring men over …

Gender differences in clinical practice and Medicare reimbursement among Mohs surgeons

CC Motosko, A Waldman, ML Stevenson… - Dermatologic …, 2023 - journals.lww.com
MATERIALS AND METHODS A retrospective review of the Medicare Provider Utilization and
Payment data from 2018 was performed for all dermatologists performing MMS. Provider …

Gender Equity in Medicine and Dermatology in the United States: The Long Road Traveled and the Journey ahead

JM Tully, JE Murase, JM Grant-Kels… - Dermatologic …, 2023 - derm.theclinics.com
Gender refers to a social construct, based on sex assigned at birth, that society often uses to
establish expectations of how individuals should behave and what roles they are apt to fulfill …

Differences in practice patterns and payments for female and male dermatologists: a Canadian population-based study over 3 decades

JR Georgakopoulos, T Felfeli… - Journal of …, 2022 - journals.sagepub.com
Background Canada's fee-for-service physician reimbursement system, where a set rate is
provided for each service, suggests that a physician sex pay gap should not exist. However …

Evaluating the research productivity of academic dermatologists based on the NIH-supported relative citation ratio

CB Lau, L Machavariani, G Zhou, GP Smith - Archives of Dermatological …, 2023 - Springer
Abstract The National Institutes of Health (NIH) recently developed an article-level metric
called the relative citation ratio (RCR). It improves upon prior metrics such as the h-index in …

Academic dermatology chair and chief characteristics

AM Thompson, S Atluri, D Yee, KN Price… - … Journal of Women's …, 2021 - journals.lww.com
• On average, female leaders in dermatology have lower publication counts and h-indexes
and receive less funding from the National Institutes of Health than their male counterparts.• …