Cargando…

Disparities in dermatology AI performance on a diverse, curated clinical image set

An estimated 3 billion people lack access to dermatological care globally. Artificial intelligence (AI) may aid in triaging skin diseases and identifying malignancies. However, most AI models have not been assessed on images of diverse skin tones or uncommon diseases. Thus, we created the Diverse De...

Descripción completa

Detalles Bibliográficos
Autores principales:	Daneshjou, Roxana, Vodrahalli, Kailas, Novoa, Roberto A., Jenkins, Melissa, Liang, Weixin, Rotemberg, Veronica, Ko, Justin, Swetter, Susan M., Bailey, Elizabeth E., Gevaert, Olivier, Mukherjee, Pritam, Phung, Michelle, Yekrang, Kiana, Fong, Bradley, Sahasrabudhe, Rachna, Allerup, Johan A. C., Okata-Karigane, Utako, Zou, James, Chiou, Albert S.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	American Association for the Advancement of Science 2022
Materias:	Social and Interdisciplinary Sciences
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9374341/ https://www.ncbi.nlm.nih.gov/pubmed/35960806 http://dx.doi.org/10.1126/sciadv.abq6147

Ejemplares similares

Principles, applications, and future of artificial intelligence in dermatology
por: Omiye, Jesutofunmi A., et al.
Publicado: (2023)

Subcutaneous abscesses caused by Trichophyton rubrum in the unilateral groin of an immunocompromised patient: A case report
por: Okata-Karigane, Utako, et al.
Publicado: (2018)

Large language models propagate race-based medicine
por: Omiye, Jesutofunmi A., et al.
Publicado: (2023)

Global dermatology talks is a virtual lecture series for equitable dissemination of dermatologic information
por: Ederaine, Sophia A., et al.
Publicado: (2022)

Problem solving interactive clinical seminars for undergraduates
por: Rao, Bhavana Bhagya, et al.
Publicado: (2012)

Difficult weaning in delayed onset diaphragmatic hernia
por: Ahmed, Syed Moied, et al.
Publicado: (2009)

Fatal Klebsiella pneumoniae meningitis and concomitant disseminated intravascular coagulation in a patient with diabetes mellitus
por: Ho, Min-Po, et al.
Publicado: (2009)

Mucormycosis in immunochallenged patients
por: Pak, Jane, et al.
Publicado: (2008)

Acute and Chronic Inflammation of the Biliary System
por: Lankisch, Tim, et al.
Publicado: (2015)

Precancerous Lesions and Carcinoma of the Pancreas
por: Büchler, Markus W., et al.
Publicado: (2015)

Management of Portal/Mesenteric Vein Occlusion
por: Sauerbuch, Tilman, et al.
Publicado: (2014)

Inflammatory Bowel Diseases: Current Medical and Surgical Therapy
por: Lamprecht, Georg, et al.
Publicado: (2015)

The hippocampus facilitates integration within a symbolic field
por: Cornelius, John Thor
Publicado: (2017)

Revisiting the concept of entomotoxicology
por: Hodecek, Jiri
Publicado: (2020)

Working the crowd for forensic research: A review of contributor motivation and recruitment strategies used in crowdsourcing and crowdfunding for scientific research
por: Parrick, Rebecca, et al.
Publicado: (2020)

Collection and disinfection of forensic biological specimens in five cases concerning COVID-19 in Guangzhou, China
por: Yang, Xingyi, et al.
Publicado: (2020)

Trauma and coping mechanisms exhibited by forensic science practitioners: A literature review
por: Slack, Donia P.
Publicado: (2020)

Effective approaches to three-dimensional digital reconstruction of fragmented human skeletal remains using laser surface scanning
por: Jani, Gargi, et al.
Publicado: (2020)

Domestic homicide in Maputo Province, Mozambique
por: Macucha, Casimiro Minerva, et al.
Publicado: (2020)

To what extent if any has Twitter disrupted hierarchies in forensic pathology?
por: Obenson, Ken
Publicado: (2020)

A review of the newly identified impurity profiles in methamphetamine seizures
por: Onoka, Isaac, et al.
Publicado: (2020)

Digital evidence exceptionalism? A review and discussion of conceptual hurdles in digital evidence transformation
por: Biedermann, Alex, et al.
Publicado: (2020)

Is police investigation of rape biased by characteristics of victims?
por: Vik, Bjarte Frode, et al.
Publicado: (2020)

Evaluation of L/D ratio in a water-related case for the differentiation between drowning and postmortem immersion
por: Li, Zhigang, et al.
Publicado: (2019)

Publication trends in forensic science research: Friction ridge discipline
por: Roberts, Maria Antonia, et al.
Publicado: (2020)

Cadaveric blood cards: Assessing DNA quality and quantity and the utility of STRs for the individual estimation of trihybrid ancestry and admixture proportions
por: West, Frankie L., et al.
Publicado: (2020)

Cemetery hoodoo: Culture, ritual crime and forensic archaeology
por: Moses, Sharon K.
Publicado: (2019)

Touch DNA in forensic science: The use of laboratory-created eccrine fingerprints to quantify DNA loss
por: Tang, Jessica, et al.
Publicado: (2019)

Determination of materials present in skeletonized human remains and the associated DNA: Development of a GC/MS protocol
por: Edson, Suni M., et al.
Publicado: (2019)

Durability of cling film plastic wrap usage on dead body towards human decomposition changes
por: Khoo, Lay See, et al.
Publicado: (2020)

Screening of new psychoactive substances (NPS) by gas-chromatography/time of flight mass spectrometry (GC/MS-TOF) and application to 63 cases of judicial seizure
por: Dei Cas, Michele, et al.
Publicado: (2019)

Exploring a route to a selective and sensitive portable system for explosive detection– swab spray ionisation coupled to of high-field assisted waveform ion mobility spectrometry (FAIMS)
por: Costa, C., et al.
Publicado: (2019)

Resolving the trans-boundary dispute of elephant poaching between India and Nepal
por: Singh, Sujeet K., et al.
Publicado: (2019)

Dental autopsy recommendations in SARS-CoV-2 infected cases
por: Nuzzolese, Emilio, et al.
Publicado: (2020)

Evaluating the utility of time-lapse imaging in the estimation of post-mortem interval: An Australian case study
por: Wilson, Alyson, et al.
Publicado: (2019)

Choose your own murder: Non-linear narratives enhance student understanding in forensic science education
por: Thompson, Tim
Publicado: (2020)

DNA barcode reveals the illegal trade of rays commercialized in fishmongers in Brazil
por: Camacho-Oliveira, Raul B., et al.
Publicado: (2020)

Diverging deep learning cognitive computing techniques into cyber forensics
por: Karie, Nickson M., et al.
Publicado: (2019)

Forensic genealogy, bioethics and the Golden State Killer case
por: Wickenheiser, Ray A.
Publicado: (2019)

Technical note: A rapid, non-invasive method for measuring live or preserved insect specimens using digital image analysis
por: Bourne, Donald R., et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_ga1i6rp5tgb4o4pmc7d4rong37