± HEALTH The significant advancements in applying artificial intelligence (AI) to healthcare decision-making, medical…− CLIMATE Abstract Deep learning workloads have experienced rapid growth which has resulted in higher energy consumptio…− EDUCATION Generative artificial intelligence (Gen AI) has taken the academic world by storm. This G.I.F.T.S. paper argu…± HEALTH Spontaneous intracerebral hemorrhage (ICH) is a highly lethal and disabling form of stroke, in which hematoma…− HEALTH Aim To explore the notion of post-humanism and the impact of artificial intelligence (AI) on society, nursing…± EDUCATION Aim To examine nursing academics' perceptions and experiences of artificial intelligence (AI) integration in…+ CRIME Riverbank erosion is a catastrophic geomorphological hazard that poses severe ecological and socio-economic c…+ HEALTH Immunotherapy resistance in lung adenocarcinoma (LUAD) remains a critical clinical challenge, and the mechani…

± HEALTH The significant advancements in applying artificial intelligence (AI) to healthcare decision-making, medical…− CLIMATE Abstract Deep learning workloads have experienced rapid growth which has resulted in higher energy consumptio…− EDUCATION Generative artificial intelligence (Gen AI) has taken the academic world by storm. This G.I.F.T.S. paper argu…± HEALTH Spontaneous intracerebral hemorrhage (ICH) is a highly lethal and disabling form of stroke, in which hematoma…− HEALTH Aim To explore the notion of post-humanism and the impact of artificial intelligence (AI) on society, nursing…± EDUCATION Aim To examine nursing academics' perceptions and experiences of artificial intelligence (AI) integration in…+ CRIME Riverbank erosion is a catastrophic geomorphological hazard that poses severe ecological and socio-economic c…+ HEALTH Immunotherapy resistance in lung adenocarcinoma (LUAD) remains a critical clinical challenge, and the mechani…

Health·P Space·Active harm·Published 2026-02-18

Diagnostic bias across underrepresented patient groups

Abstract: Error rates remain unevenly studied across demographic groups.

TRV-2026-0009Peer-reviewedPermanent record — cite & verify

Diagnostic bias across underrepresented patient groups

"MEDRETE 13-3 emphasizes professional partnerships" by US Army Africa is licensed under CC BY 2.0. To view a copy of this license, visit https://creativecommons.org/licenses/by/2.0/.

Problem

AI-driven differential-diagnosis tools show omission and commission error patterns that haven't been evenly studied across race, age, or income groups — meaning the tool's blind spots may track existing healthcare gaps rather than closing them.

Sources

Peer-reviewedNCBI randomized controlled study on AI-driven differential diagnosis2026-01-20

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