Cardiovascular disease risk prediction using automated machine learning: A prospective study of 423,604 UK Biobank participants

Ahmed M. Alaa, Thomas Bolton, Emanuele Di Angelantonio, James H. F. Rudd, Mihaela van der Schaar

Machine learning to guide the use of adjuvant therapies for breast cancer

Ahmed M. Alaa, Deepti Gurdasani, Adrian L. Harris, Jem Rashbass, Mihaela van der Schaar

The Value of Patient and Tumor Factors in Predicting Preoperative Breast MRI Outcomes

Habib Rahbar , Daniel S. Hippe, Ahmed Alaa, Safia H. Cheeney, Mihaela van der Schaar, Savannah C. Partridge, Christoph I. Lee

Assessing eligibility for lung cancer screening using parsimonious ensemble machine learning models: A development and validation study

Thomas Callender, Fergus Imrie, Bogdan Cebere, Nora Pashayan, Neal Navani, Mihaela van der Schaar, Sam M Janes

Prognostication and Risk Factors for Cystic Fibrosis via Automated Machine Learning

Ahmed M. Alaa, Mihaela van der Schaar

External validity of machine learning-based prognostic scores for cystic fibrosis: A retrospective study using the UK and Canadian registries

Yuchao Qin, Ahmed Alaa, Andres Floto, Mihaela van der Schaar

AutoPrognosis 2.0: Democratizing Diagnostic and Prognostic Modeling in Healthcare with Automated Machine Learning

Fergus Imrie, Bogdan Cebere, Eoin F. McKinney, Mihaela van der Schaar

CPAS: the UK’s national machine learning-based hospital capacity planning system for COVID-19

Zhaozhi Qian, Ahmed A. Alaa, Mihaela van der Schaar

Development of a Novel, Potentially Universal Machine Learning Algorithm for Prediction of Complications After Total Hip Arthroplasty

Akash A. Shah, Sai K. Devana, Changhee Lee, Reza Kianian, Mihaela van der Schaar, Nelson F. SooHoo

A Novel, Potentially Universal Machine Learning Algorithm to Predict Complications in Total Knee Arthroplasty

Sai K. Devana, Akash A. Shah, Changhee Lee, Andrew R. Roney, Mihaela van der Schaar, Nelson F. SooHoo

Machine learning-driven identification of novel patient factors for prediction of major complications after posterior cervical spinal fusion

Akash A. Shah, Sai K. Devana, Changhee Lee, Amador Bugarin, Elizabeth L. Lord, Arya N. Shamie, Don Y. Park, Mihaela van der Schaar, Nelson F. SooHoo

A Risk Calculator for the Prediction of C5 Nerve Root Palsy After Instrumented Cervical Fusion

Akash A.Shah, Sai K. Devana, Changhee Lee, Amador Bugarin, Michelle K. Hong, Alexander Upfill-Brown, Gideon Blumstein, Elizabeth L. Lord, Arya N. Shamie, Mihaela van der Schaar, Nelson F. SooHoo, Don Y. Park