Ahmed M. Alaa
- Artificial Intelligence top 2%
- Radiology, Nuclear Medicine and Imaging top 5%
- Health Information Management top 0.5%
- Health Informatics top 0.5%
- Cardiology and Cardiovascular Medicine top 10%
- Co-authors
- Mihaela van der SchaarEmanuele Di AngelantonioJames H.F. RuddThomas BoltonIoana BicaCraig LambertJinsung YoonAri Ercole
- Topics
- Machine Learning in Healthcare (12 papers)Advanced Causal Inference Techniques (5 papers)Statistical Methods and Inference (5 papers)
- Journals
- Nature CommunicationsSHILAP Revista de lepidopterologíaPLoS ONE
- Partner nations
- United StatesUnited KingdomEgypt
In The Last Decade
Ahmed M. Alaa
56 papers receiving 1.4k citations
Hit Papers
Peers
Comparison fields: 5 of 146
- Artificial Intelligence 511
- Radiology, Nuclear Medicine and Imaging 251
- Health Information Management 250
- Health Informatics 174
- Cardiology and Cardiovascular Medicine 158
Countries citing papers authored by Ahmed M. Alaa
This map shows the geographic impact of Ahmed M. Alaa's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Ahmed M. Alaa with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ahmed M. Alaa more than expected).
Fields of papers citing papers by Ahmed M. Alaa
This network shows the impact of papers produced by Ahmed M. Alaa. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Ahmed M. Alaa. The network helps show where Ahmed M. Alaa may publish in the future.
Co-authorship network of co-authors of Ahmed M. Alaa
This figure shows the co-authorship network connecting the top 25 collaborators of Ahmed M. Alaa. A scholar is included among the top collaborators of Ahmed M. Alaa based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Ahmed M. Alaa. Ahmed M. Alaa is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 1 | |
| 2 | 2 | |
| 3 | 0 | |
| 4 | 2 | |
| 5 | 3 | |
| 6 | 1 | |
| 7 | Conformal Time-series Forecasting | 31 |
| 8 | Generative Time-series Modeling with Fourier Flows | 5 |
| 9 | 33 | |
| 10 | 7 | |
| 11 | 2 | |
| 12 | Cardiovascular disease risk prediction using automated machine learning: A prospective study of 423,604 UK Biobank participantsbreakdown → | 362 |
| 13 | Attentive State-Space Modeling of Disease Progression | 34 |
| 14 | Validating Causal Inference Models via Influence Functions | 9 |
| 15 | Demystifying Black-box Models with Symbolic Metamodels | 32 |
| 16 | AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning | 4 |
| 17 | Limits of Estimating Heterogeneous Treatment Effects: Guidelines for Practical Algorithm Design. | 23 |
| 18 | Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes | 19 |
| 19 | Learning from clinical judgments: semi-Markov-modulated marked Hawkes processes for risk prognosis | 3 |
| 20 | ForecastICU: a prognostic decision support system for timely prediction of intensive care unit admission | 18 |
About Ahmed M. Alaa
Ahmed M. Alaa is a scholar working on Statistics and Probability, Health Informatics and Modeling and Simulation, having authored 60 papers that have together received 1.4k indexed citations. Recurring topics across this work include Machine Learning in Healthcare (12 papers), Advanced Causal Inference Techniques (5 papers) and Statistical Methods and Inference (5 papers). The work is most often cited by research in Health Informatics (174 citations), Health Information Management (250 citations) and Statistics and Probability (133 citations). Ahmed M. Alaa has collaborated with scholars based in United States, United Kingdom and Egypt. Frequent co-authors include Mihaela van der Schaar, Emanuele Di Angelantonio, James H.F. Rudd, Thomas Bolton, Ioana Bica, Craig Lambert, Jinsung Yoon, Ari Ercole, Zhaozhi Qian and R. Andrés Floto. Their work appears in journals such as Nature Communications, SHILAP Revista de lepidopterología and PLoS ONE.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.