Explainable AI for chest radiographs: sex-stratified fairness auditing in CNN-based pneumonia detection. [PDF]
Haupt M, Jolkver E, Schwerk A.
europepmc +1 more source
Multi-task adversarial learning detects intersectional algorithmic bias in AI recruitment systems. [PDF]
Wang J, Xu Y, Liu R, Du Y.
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The effect of human ratings reliability on machine learning model performance: a case study in infant pain assessment. [PDF]
Passarotto E +7 more
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Real-world and computational identification of herbal candidates associated with adverse event patterns in glucagon-like peptide-1 therapy for obesity. [PDF]
Park J +5 more
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CSFPR-RTDETR-CR: A Causal Intervention Enhanced Framework for Infrared UAV Small Target Detection with Feature Debiasing. [PDF]
Wang H, Sun L.
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Implicit bias in safety-aligned large language models: A multi-faceted evaluation of clinical decision-making and health equity. [PDF]
Jia Q +7 more
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Predicting the unseen: A diffusion-based debiasing framework for transcriptional response prediction at single-cell resolution. [PDF]
Shang E, Wei Y, Roeder K.
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Statistical inference on high-dimensional covariate-dependent Gaussian graphical regressions. [PDF]
Meng X, Zhang J, Li Y.
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Machine learning-based mortality prediction in critically ill patients with hypertension: comparative analysis, fairness, and interpretability. [PDF]
Zhang S, Ding S, Xu Z, Ye J.
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