W7054995233

• Genome-wide analysis in over 1 million individuals of European ancestry yields improved polygenic risk scores for blood pressure traits

  2024 Nature Genetics article Biochemistry, Genetics and Molecular Biology Genetic Associations and Epidemiology Open access

  226

  citations
• Development of machine-learning algorithms for 90-day and one-year mortality prediction in the elderly with femoral neck fractures based on the HEALTH and FAITH trials

  2023 Bone & Joint Open article Medicine Hip and Femur Fractures Open access

  17

  citations
• Predicting Readmission or Death After Discharge From the ICU: External Validation and Retraining of a Machine Learning Model

  2022 Critical Care Medicine article Computer Science Machine Learning in Healthcare Open access

  44

  citations
• Predicting leptomeningeal disease spread after resection of brain metastases using machine learning

  2022 Journal of neurosurgery article Medicine Brain Metastases and Treatment Open access

  13

  citations
• Distal Pancreatectomy Fistula Risk Score (D-FRS)

  2022 Annals of Surgery article Medicine Pancreatic and Hepatic Oncology Research Open access

  103

  citations
• Survival Prediction After Neurosurgical Resection of Brain Metastases: A Machine Learning Approach

  2022 Neurosurgery article Medicine Brain Metastases and Treatment Open access

  12

  citations
• Genome-wide analysis in over 1 million individuals reveals over 2,000 independent genetic signals for blood pressure

  2022 Research Square preprint Biochemistry, Genetics and Molecular Biology Genetic Associations and Epidemiology Open access

  12

  citations
• Feasibility of Machine Learning and Logistic Regression Algorithms to Predict Outcome in Orthopaedic Trauma Surgery

  2021 Journal of Bone and Joint Surgery article Mathematics Statistical Methods in Epidemiology Open access

  51

  citations
• Prognostic model for predicting survival in very preterm infants: an external validation study

  2021 BJOG An International Journal of Obstetrics & Gynaecology article Medicine Infant Development and Preterm Care Open access

  5

  citations
• A Comparison of Prognostic Scores (Mayo, UK-PBC, and GLOBE) in Primary Biliary Cholangitis

  2021 The American Journal of Gastroenterology article Medicine Liver Diseases and Immunity

  31

  citations
• SOURCE: Prediction Models for Overall Survival in Patients With Metastatic and Potentially Curable Esophageal and Gastric Cancer

  2021 Journal of the National Comprehensive Cancer Network article Medicine Esophageal Cancer Research and Treatment Open access

  23

  citations
• Kidney Failure Prediction Models: A Comprehensive External Validation Study in Patients with Advanced CKD

  2021 Journal of the American Society of Nephrology article Medicine Chronic Kidney Disease and Diabetes Open access

  96

  citations
• Prediction of mortality and major cardiovascular complications in type 2 diabetes: External validation of UK Prospective Diabetes Study outcomes model version 2 in two European observational cohorts

  2020 Diabetes Obesity and Metabolism article Medicine Diabetes, Cardiovascular Risks, and Lipoproteins Open access

  25

  citations

13 results