Explainability for artificial intelligence in healthcare: a multidisciplinary perspective

• Responsible artificial intelligence integration framework for psychiatric guidelines

  2026 The International Journal of Neuropsychopharmacology article Medicine Artificial Intelligence in Healthcare and Education Open access

  1

  citations
• Artificial intelligence for diagnosing rare bone diseases: a global survey of healthcare professionals

  2025 Orphanet Journal of Rare Diseases article Medicine Artificial Intelligence in Healthcare and Education Open access

  3

  citations
• Indecision on the use of artificial intelligence in healthcare—A qualitative study of patient perspectives on trust, responsibility and self-determination using AI-CDSS

  2025 Digital Health article Medicine Artificial Intelligence in Healthcare and Education Open access

  12

  citations
• AI in radiological imaging of soft-tissue and bone tumours: a systematic review evaluating against CLAIM and FUTURE-AI guidelines

  2025 EBioMedicine review Medicine Artificial Intelligence in Healthcare and Education Open access

  23

  citations
• Current applications and challenges in large language models for patient care: a systematic review

  2025 Communications Medicine review Medicine Artificial Intelligence in Healthcare and Education Open access

  342

  citations
• Cautiously optimistic: paediatric critical care nurses’ perspectives on data-driven algorithms in low-resource settings—a human-centred design study in Malawi

  2024 BMC Global and Public Health article Medicine Healthcare Technology and Patient Monitoring Open access

  3

  citations
• The Significance of a Cerebrovascular Accident Outcome Prediction Model for Patients, Family Members, and Health Care Professionals: Qualitative Evaluation Study

  2024 JMIR Human Factors article Health Professions Patient-Provider Communication in Healthcare Open access

  1

  citations
• The ethical requirement of explainability for AI-DSS in healthcare: a systematic review of reasons

  2024 BMC Medical Ethics review Computer Science Explainable Artificial Intelligence (XAI) Open access

  61

  citations
• Cautiously optimistic about data-driven algorithms in paediatric critical care, nurses’ perspectives in low-resource settings: a pre-implementation and human-centred design study in Malawi

  2024 Research Square preprint Medicine Healthcare Technology and Patient Monitoring Open access

  0

  citations
• Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions

  2024 Information Fusion article Computer Science Explainable Artificial Intelligence (XAI) Open access

  563

  citations
• Applied Cases

  2024 Springer eBooks book-chapter Computer Science Explainable Artificial Intelligence (XAI)

  0

  citations
• Legal and Ethical Aspects of AI in Radiology

  2024 Imaging informatics for healthcare professionals book-chapter Medicine Artificial Intelligence in Healthcare and Education

  0

  citations
• Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions

  2023 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

  14

  citations
• International pharmacy students' perceptions towards artificial intelligence in medicine—A multinational, multicentre cross‐sectional study

  2023 British Journal of Clinical Pharmacology article Medicine Artificial Intelligence in Healthcare and Education Open access

  78

  citations
• Responsibility and decision-making authority in using clinical decision support systems: an empirical-ethical exploration of German prospective professionals’ preferences and concerns

  2023 Journal of Medical Ethics article Medicine Artificial Intelligence in Healthcare and Education Open access

  36

  citations
• The Opaque Nature of Intelligence and the Pursuit of Explainable AI

  2023 International Joint Conference on Computational Intelligence conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access

  0

  citations
• Intensive Care Unit Physicians’ Perspectives on Artificial Intelligence–Based Clinical Decision Support Tools: Preimplementation Survey Study

  2022 JMIR Human Factors article Medicine Artificial Intelligence in Healthcare and Education Open access

  38

  citations
• Accounting for diversity in AI for medicine

  2022 Computer law & security review article Social Sciences Ethics and Social Impacts of AI Open access

  50

  citations

18 results

• Normalization of a conversation tool to promote shared decision making about anticoagulation in patients with atrial fibrillation within a practical randomized trial of its effectiveness: a cross-sectional study

  2020 Trials article Health Professions Health Policy Implementation Science Open access

  18

  citations

1 result