Conformal Meta-learners for Predictive Inference of Individual Treatment Effects. - Ahmed Alaa; Zaid Ahmad; Mark J. van der Laan (CoRR, 2023)

Mean-field Chaos Diffusion Models. - Sungwoo Park; Dongjun Kim; Ahmed Alaa (ICML, 2024)

EEG-GPT: Exploring Capabilities of Large Language Models for EEG Classification and Interpretation. - Jonathan W. Kim; Ahmed Alaa; Danilo Bernardo (CoRR, 2024)

Large Language Models as Co-Pilots for Causal Inference in Medical Studies. - Ahmed Alaa; Rachael V. Phillips; Emre Kiciman; Laura Balzer; Mark J. van der Laan; Maya Petersen (CoRR, 2024)

Generative AI Enables Medical Image Segmentation in Ultra Low-Data Regimes. - Li Zhang 039; Basu Jindal; Ahmed Alaa; Robert Weinreb; David Wilson; Eran Segal; James Zou 001; Pengtao Xie (CoRR, 2024)

Veridical Data Science for Medical Foundation Models. - Ahmed Alaa; Bin Yu (CoRR, 2024)

Navigating the impact: a study of editors' and proofreaders' perceptions of AI tools in editing and proofreading. - Islam Al Sawi; Ahmed Alaa (Discov. Artif. Intell., 2024)

Pruning the Way to Reliable Policies: A Multi-Objective Deep Q-Learning Approach to Critical Care. - Ali Shirali; Alexander Schubert; Ahmed Alaa (IEEE J. Biomed. Health Informatics, 2024)

Conformal Prediction Sets with Improved Conditional Coverage using Trust Scores. - Jivat Neet Kaur; Michael I. Jordan; Ahmed Alaa (CoRR, 2025)

Lifelong Sequential Knowledge Editing without Model Degradation. - Akshat Gupta; Phudish Prateepamornkul; Maochuan Lu; Ahmed Alaa; Thomas Hartvigsen; Gopala Anumanchipalli (CoRR, 2025)

Limitations of Large Language Models in Clinical Problem-Solving Arising from Inflexible Reasoning. - Jonathan W. Kim; Anna Podlasek; Kie Shidara; Feng Liu; Ahmed Alaa; Danilo Bernardo (CoRR, 2025)

Norm Growth and Stability Challenges in Localized Sequential Knowledge Editing. - Akshat Gupta; Christine Fang; Atahan Ozdemir; Maochuan Lu; Ahmed Alaa; Thomas Hartvigsen; Gopala Anumanchipalli (CoRR, 2025)

Medical Large Language Model Benchmarks Should Prioritize Construct Validity. - Ahmed Alaa; Thomas Hartvigsen; Niloufar Golchini; Shiladitya Dutta; Frances Dean; Inioluwa Deborah Raji; Travis Zack (CoRR, 2025)

Model Editing with Graph-Based External Memory. - Yash Kumar Atri; Ahmed Alaa; Thomas Hartvigsen (CoRR, 2025)

ER-REASON: A Benchmark Dataset for LLM-Based Clinical Reasoning in the Emergency Room. - Nikita Mehandru; Niloufar Golchini; David Bamman; Travis Zack; Melanie F. Molina; Ahmed Alaa (CoRR, 2025)

Hybrid Meta-learners for Estimating Heterogeneous Treatment Effects. - Zhongyuan Liang; Lars van der Laan; Ahmed Alaa (CoRR, 2025)