Machine Learning for Survival Analysis

• Interpretable approaches for decorrelated sparse survival regression

  2026 Neurocomputing article Mathematics Statistical Methods and Inference Open access

  0

  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
• 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
• Survival prediction models since liver transplantation - comparisons between Cox models and machine learning techniques

  2020 BMC Medical Research Methodology article Health Professions Artificial Intelligence in Healthcare Open access

  80

  citations

5 results