Predicting the Future — Big Data, Machine Learning, and Clinical Medicine

• Physicians’ Attitudes Toward Artificial Intelligence in Medicine: Mixed Methods Survey and Interview Study

  2025 Journal of Medical Internet Research article Medicine Artificial Intelligence in Healthcare and Education Open access

  59

  citations
• The Aachen ACLF ICU score predicts ICU mortality in critically ill patients with acute-on-chronic liver failure

  2024 Scientific Reports article Medicine Liver Disease and Transplantation Open access

  5

  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
• Mortality Prediction in Severe Traumatic Brain Injury Using Traditional and Machine Learning Algorithms

  2023 Journal of Neurotrauma article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

  33

  citations
• Foundations of Feature Selection in Clinical Prediction Modeling

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

  19

  citations
• Drug Clearance in Neonates: A Combination of Population Pharmacokinetic Modelling and Machine Learning Approaches to Improve Individual Prediction

  2021 Clinical Pharmacokinetics article Medicine Pharmaceutical studies and practices Open access

  47

  citations
• The use of machine learning improves the assessment of drug-induced driving behaviour

  2020 Accident Analysis & Prevention article Engineering Traffic and Road Safety Open access

  10

  citations
• Predicting Progression to Advanced Age-Related Macular Degeneration from Clinical, Genetic, and Lifestyle Factors Using Machine Learning

  2020 Ophthalmology article Medicine Retinal Diseases and Treatments Open access

  65

  citations
• Machine learning in neurosurgery: a global survey

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

  78

  citations
• Machine learning for the prediction of pseudorealistic pediatric abdominal phantoms for radiation dose reconstruction

  2020 Journal of medical imaging article Medicine Radiation Dose and Imaging Open access

  15

  citations
• Development and external validation of a clinical prediction model for functional impairment after intracranial tumor surgery

  2020 Journal of neurosurgery article Medicine Glioma Diagnosis and Treatment Open access

  23

  citations
• 2-[18F]FDG PET/CT radiomics in lung cancer: An overview of the technical aspect and its emerging role in management of the disease

  2020 Methods article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  43

  citations

12 results