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2025
Lecture Notes in Computer Science
2025
Developing federated time-to-event scores using heterogeneous real-world survival data
Computers in Biology and Medicine
2024
2024 4th International Multidisciplinary Information Technology and Engineering Conference (IMITEC)
2023
Interpretability of Clinical Decision Support Systems Based on Artificial Intelligence from Technological and Medical Perspective: A Systematic Review
Journal of Healthcare Engineering
2023
FedScore: A privacy-preserving framework for federated scoring system development
Journal of Biomedical Informatics
2023
Explainable and secure artificial intelligence: taxonomy, cases of study, learned lessons, challenges and future directions
Enterprise Information Systems
2022
Interpretable machine learning: Fundamental principles and 10 grand challenges
Statistics Surveys
2022
Explainability of artificial intelligence methods, applications and challenges: A comprehensive survey
Information Sciences
2021
A new approach for interpretability and reliability in clinical risk prediction: Acute coronary syndrome scenario
Artificial Intelligence in Medicine
2020
Multilevel Interval Coded Scoring to Assess the Cardiovascular Status of Sleep Apnea Patients Using Oxygen Saturation Markers
IEEE Transactions on Biomedical Engineering
2020
Interpretable Clinical Genomics with a Likelihood Ratio Paradigm
The American Journal of Human Genetics
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