Machine Learning in Medicine

• Advanced Technologies for Cancer Immunotherapy: Focus on Gastrointestinal Cancers

  2025 Anti-Cancer Agents in Medicinal Chemistry article Medicine Cancer Immunotherapy and Biomarkers

  0

  citations
• Systematic evaluation of machine learning models for postoperative surgical site infection prediction

  2024 PLoS ONE article Medicine Surgical site infection prevention Open access

  25

  citations
• Procedural fairness in algorithmic decision-making: the role of public engagement

  2024 Ethics and Information Technology article Social Sciences Ethics and Social Impacts of AI Open access

  45

  citations
• Machine Learning versus Cox Models for Predicting Overall Survival in Patients with Osteosarcoma: A Retrospective Analysis of the EURAMOS-1 Clinical Trial Data

  2024 Cancers article Medicine Sarcoma Diagnosis and Treatment Open access

  8

  citations
• A Machine Learning-Driven Virtual Biopsy System For Kidney Transplant Patients

  2024 Nature Communications article Medicine Renal Transplantation Outcomes and Treatments Open access cited by 1 patent

  40

  citations
• Methodological guidance for the evaluation and updating of clinical prediction models: a systematic review

  2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access

  233

  citations
• Foundations of Machine Learning-Based Clinical Prediction Modeling: Part IV—A Practical Approach to Binary Classification Problems

  2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare

  1

  citations
• Foundations of Machine Learning-Based Clinical Prediction Modeling: Part V—A Practical Approach to Regression Problems

  2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare

  2

  citations
• Knowledge gaps in late-onset neonatal sepsis in preterm neonates: a roadmap for future research

  2021 Pediatric Research article Medicine Neonatal and Maternal Infections Open access

  14

  citations
• Machine Learning as a Novel Method to Support Therapeutic Drug Management and Precision Dosing

  2021 Clinical Pharmacology & Therapeutics article Computer Science Machine Learning in Healthcare Open access

  25

  citations
• Toward predicting CYP2D6-mediated variable drug response from CYP2D6 gene sequencing data

  2021 Science Translational Medicine article Pharmacology, Toxicology and Pharmaceutics Pharmacogenetics and Drug Metabolism Open access

  80

  citations
• Swarm Learning for decentralized and confidential clinical machine learning

  2021 Nature article Computer Science Privacy-Preserving Technologies in Data Open access cited by 9 patents

  901

  citations
• Machine learning in neurosurgery: a global survey

  2020 Acta Neurochirurgica article Medicine Artificial Intelligence in Healthcare and Education Open access

  78

  citations
• A unifying model to predict variable drug response for personalised medicine

  2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Pharmacology, Toxicology and Pharmaceutics Pharmacogenetics and Drug Metabolism Open access

  15

  citations
• Variable Responses to Corneal Grafts: Insights from Immunology and Systems Biology

  2020 Journal of Clinical Medicine article Medicine Corneal surgery and disorders Open access cited by 1 patent

  38

  citations

15 results