How does bias in AI algorithms affect clinical decision-making in healthcare?

Limited evidence suggests AI algorithm biases in healthcare can perpetuate existing disparities and impact clinical decisions, highlighting the need for continuous monitoring, ethical guidelines, and equitable implementation strategies.

Artificial Intelligence in Healthcare and Education Explainable Artificial Intelligence (XAI)Clinical Reasoning and Diagnostic Skills

Source

Paper

The full text of this publication is not hosted on 44B due to licensing.

Read it at OpenAlex

Bias in medical AI: Implications for clinical decision-makingJames M. Cross, Michael A. Choma, John A. Onofrey2024 · PLOS Digital Health In Library

Addressing Bias in AI Algorithms for Health ApplicationsKansiime Agnes2025 · IAA Journal of Biological Sciences In Library

Making decisions: Bias in artificial intelligence and data‑driven diagnostic toolsYves Saint James Aquino2023 · Australian Journal of General Practice · 43 citations In Library

Bias in Artificial IntelligenceG. Nelson2019 · North Carolina Medical Journal · 91 citations In Library

Bias in Healthcare AI and its Implications for Clinical Decision-Making: A Scoping ReviewAhmad Salehi Shahraki, Nalika Ulapane, Sushruth Ravish et al.2026 · OSF Preprints (OSF Preprints) In Library

Bias in artificial intelligence algorithms and recommendations for mitigationLama Nazer, Razan Zatarah, Shai Waldrip et al.2023 · PLOS Digital Health · 465 citations In Library

From Innovation to Inequity? Evaluating Bias in AI-Based Healthcare SystemsPrajakta Kolte, Soham Sengupta2026 · Journal of the Association for Information Systems In Library

Bias in AI Decision‑Making: Ethical Implications for Hiring and Healthcare AlgorithmsRafael Gutiérrez2025 · OTS Canadian Journal In Library

Detecting and Resolving Bias in Healthcare AISarbaree Mishra2025 · International Journal of Emerging Trends in Computer Science and Information Technology In Library

Patents near this paper

ARTIFICIAL INTELLIGENCE DISPATCH IN HEALTHCAREUS 11,710,566 · SIEMENS MEDICAL SOLUTIONS USA, INC. · 2023 Audit Machine Learning Models Against BiasUS 11,263,550 · INTERNATIONAL BUSINESS MACHINES CORPORATION · 2022 ARTIFICIAL-INTELLIGENCE-BASED FACILITATION OF HEALTHCARE DELIVERYUS 11,437,125 · UNIVERSITY HOSPITALS CLEVELAND MEDICAL CENTER · 2022 METHOD AND SYSTEM FOR FAIRNESS IN ARTIFICIAL INTELLIGENCE BASED DECISION MAKING ENGINESUS 11,461,702 · BANK OF AMERICA CORPORATION · 2022 MITIGATING STATISTICAL BIAS IN ARTIFICIAL INTELLIGENCE MODELSUS 11,586,849 · INTERNATIONAL BUSINESS MACHINES CORPORATION · 2023

Source of record

OpenAlex

How does bias in AI algorithms affect clinical decision-making in healthcare?

Paper

Similar papers

Patents near this paper

Welcome.

Patents near this paper