Machine learning in medicine: a practical introduction

• Applications of machine learning and deep learning in musculoskeletal medicine: a narrative review

  2025 European journal of medical research review Medicine Artificial Intelligence in Healthcare and Education Open access

  7

  citations
• A systematic review of machine learning-based prognostic models for acute pancreatitis: Towards improving methods and reporting quality

  2025 PLoS Medicine review Medicine Pancreatitis Pathology and Treatment Open access

  23

  citations
• A Systematic Review of Machine Learning-based Prognostic Models for Acute Pancreatitis: Towards Improving Methods and Reporting Quality

  2024 medRxiv preprint Medicine Pancreatitis Pathology and Treatment Open access

  1

  citations
• Predicting futility of upfront surgery in perihilar cholangiocarcinoma: Machine learning analytics model to optimize treatment allocation

  2023 Hepatology article Medicine Cholangiocarcinoma and Gallbladder Cancer Studies Open access

  40

  citations
• Statistical models versus machine learning for competing risks: development and validation of prognostic models

  2023 BMC Medical Research Methodology article Mathematics Statistical Methods and Inference Open access

  28

  citations
• Neural Networks for Survival Prediction in Medicine Using Prognostic Factors: A Review and Critical Appraisal

  2022 Computational and Mathematical Methods in Medicine article Computer Science Machine Learning in Healthcare Open access

  18

  citations
• Multi-Institutional Breast Cancer Detection Using a Secure On-Boarding Service for Distributed Analytics

  2022 Applied Sciences article Computer Science Privacy-Preserving Technologies in Data Open access

  12

  citations
• Prediction models with survival data: a comparison between machine learning and the Cox proportional hazards model

  2022 medRxiv preprint Mathematics Statistical Methods and Inference Open access

  8

  citations
• A Simulation Study to Compare the Predictive Performance of Survival Neural Networks with Cox Models for Clinical Trial Data

  2021 Computational and Mathematical Methods in Medicine article Computer Science Machine Learning in Healthcare Open access

  15

  citations
• The promise of machine learning in predicting treatment outcomes in psychiatry

  2021 World Psychiatry article Computer Science Machine Learning in Healthcare Open access

  524

  citations

10 results