Ahmed M. Alaa - Concepedia

Author

Ahmed M. Alaa

University of California, Los Angeles ORCID

Also Known As

A Alaa, A.M. Alaa, AHMED ALAA, AL TIMIMI Alaa, Abdulqadir Alaa, Ahmed Alaa, Ahmed M Alaa, Ahmed M. Alaa, Alaa A., Alaa, A. M.

191

Publications

3.1K

Citations

H-Index

103

Concepts

All Affiliations

University of California, Los Angeles University of Oxford University of Cambridge The Alan Turing Institute UCLA Health

About

Ahmed M. Alaa is an author at University of California, Los Angeles specializing in machine learning, engineering, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	14	21	678
2	Public Health	12	14	537
3	Medicine	6	6	185
4	Management	2	2	67
5	Applied Physics	1	1	19

Ahmed M. Alaa

Publications

2.6K

Citations

H-Index

Page 1

	Year	Citations
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, PLoS ONE	2019	575
How artificial intelligence and machine learning can help healthcare systems respond to COVID-19 Mihaela van der Schaar, Ahmed M. Alaa, R. Andrés Floto, Machine Learning	2020	206
Application of a novel machine learning framework for predicting non-metastatic prostate cancer-specific mortality in men using the Surveillance, Epidemiology, and End Results (SEER) database Chang‐Hee Lee, Alexander Light, Ahmed M. Alaa, The Lancet Digital Health	2021	117
Evaluating large language models as agents in the clinic Nikita Mehandru, Brenda Y. Miao, Eduardo Rodriguez Almaraz, npj Digital Medicine	2024	104
Colorectal Cancer in Egypt Ahmed A Abou-Zeid, Wael Khafagy, Deya Marzouk, Diseases of the Colon & Rectum	2002	100
Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes Ahmed M. Alaa, Mihaela van der Schaar arXiv (Cornell University) Bayesian StatisticEngineeringMachine LearningTreatment EffectBayesian Inference	2017	90
Personalized survival predictions via Trees of Predictors: An application to cardiac transplantation Jinsung Yoon, William R. Zame, Amitava Banerjee, PLoS ONE	2018	90
Prognostication and Risk Factors for Cystic Fibrosis via Automated Machine Learning Ahmed M. Alaa, Mihaela van der Schaar Scientific Reports	2018	80
Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes Ahmed M. Alaa, Mihaela van der Schaar Neural Information Processing Systems Bayesian StatisticEngineeringMachine LearningFactual OutcomesTreatment Effect	2017	80
Forecasting Treatment Responses Over Time Using Recurrent Marginal Structural Networks Bryan Lim, Ahmed M. Alaa, Mihaela van der Schaar EngineeringMachine LearningTreatment EffectTreatment Plan EvaluationCausal Inference	2018	70

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