Interpretable Machine Learning in Healthcare

• An interpretable machine learning framework with data-informed imaging biomarkers for diagnosis and prediction of Alzheimer’s disease

  2026 Computerized Medical Imaging and Graphics article Medicine Dementia and Cognitive Impairment Research Open access

  7

  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
• ‘Just like I thought’: Street‐level bureaucrats trust AI recommendations if they confirm their professional judgment

  2023 Public Administration Review article Social Sciences Ethics and Social Impacts of AI Open access

  119

  citations
• An Interpretable Machine Learning Model with Deep Learning-Based Imaging Biomarkers for Diagnosis of Alzheimer’s Disease

  2023 Lecture notes in computer science conference-paper Medicine Dementia and Cognitive Impairment Research Open access

  7

  citations
• Exploring Embedding Spaces for more Coherent Topic Modeling in Electronic Health Records

  2022 Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics conference-paper Computer Science Topic Modeling Open access

  3

  citations
• Topic Modeling for Interpretable Text Classification From EHRs

  2022 Frontiers in Big Data article Computer Science Machine Learning in Healthcare Open access

  36

  citations
• Explainable artificial intelligence (XAI) post-hoc explainability methods: risks and limitations in non-discrimination law

  2022 AI and Ethics article Computer Science Explainable Artificial Intelligence (XAI) cited by 1 patent

  125

  citations

7 results