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Ahmed M Alaa

Ahmed M Alaa

University of California Los Angeles - Los Angeles / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1769049
University of California
person_outline Ahmed M Alaa's MOST POPULAR ARTICLES
1-) Cardiovascular disease risk prediction using automated machine learning: A prospective study of 423,604 UK Biobank participants PloS one 14 (5), e0213653, 2019
2-) Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes Advances in Neural Information Processing Systems (NeurIPS), 3424-3432, 2017
3-) How faithful is your synthetic data? sample-level metrics for evaluating and auditing generative models International Conference on Machine Learning (ICML), 2022
4-) From real‐world patient data to individualized treatment effects using machine learning: Current and future methods to address underlying challenges Clinical Pharmacology and Therapeutics, 2020
5-) How artificial intelligence and machine learning can help healthcare systems respond to COVID-19 Machine Learning 110 (1), 1-14, 2021