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Open access

Review article

First published 2025

Overview of basic design recommendations for user-centered explanation interfaces for AI-based clinical decision support systems: A scoping review

Ian-C. Jung, Katharina Schuler, Maria Zerlik [...]

DIGITAL HEALTH

Open access

Research article

First published 2018

A “Pathology Explanation Clinic (PEC)” for Patient-Centered Laboratory Medicine Test Results

Blake Gibson, Erika Bracamonte, Elizabeth A. Krupinski [...]

Academic Pathology

Retricted access

Research article

First published 2008-1

Is Judicial Proof of Facts a Form of Scientific Explanation? A Preliminary Investigation of ‘Clinical’ Legal Method

Doron Menashe

The International Journal of Evidence & Proof

Retricted access

Research article

First published 2026

Efficiency Pitfalls of Explainable AI in Clinical Diagnostic and Treatment Human-AI Workflows

Tim Hunsicker, André Schulz, Robert Andreas Leist [...]

Human Factors: The Journal of the Human Factors and Ergonomics Society

Retricted access

Article commentary

First published 2018-2

The ATTEND trial: An alternative explanation with implications for future recovery and rehabilitation clinical trials

Carolee Winstein

International Journal of Stroke

Open access

Research article

First published 2024-10

Benchmarking the most popular XAI used for explaining clinical predictive models: Untrustworthy but could be useful

Aida Brankovic, David Cook, Jessica Rahman [...]

Health Informatics Journal

Retricted access

Research article

First published 2024-7

Detection of anemic condition in patients from clinical markers and explainable artificial intelligence

B.S. Dhruva Darshan, Niranjana Sampathila, Muralidhar G. Bairy [...]

Technology and Health Care

Open access

Research article

First published 2025

Cost-Efficient Early Diagnostic Tool for Lung Cancer: Explainable AI in Clinical Systems

Anu Maria Sebastian, David Peter, T. P. Rajagopal [...]

Technology in Cancer Research & Treatment

Open access

Research article

First published 2025-04

Explainable Machine Learning Models for Colorectal Cancer Prediction Using Clinical Laboratory Data

Rui Li, Xiaoyan Hao, Yanjun Diao [...]

Cancer Control

Retricted access

Review article

First published 2005-9

Clinical Reminders: Explaining Variability in Adoption by Nurses and Physicians at Four Outpatient Clinics

Jason J. Saleem, Emily S. Patterson, Laura Militello [...]

Proceedings of the Human Factors and Ergonomics Society Annual Meeting

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