Adam Yala

University of California, San Francisco — United States

Computer Science · Physical Sciences

18h-index2.7kcitations67works0.32yr avg
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Research Topics

AI in cancer detection(19), Radiomics and Machine Learning in Medical Imaging(14), Topic Modeling(10), Global Cancer Incidence and Screening(10), Artificial Intelligence in Healthcare and Education(5)

Publications67 total

Pillar-0: A New Frontier for Radiology Foundation Models
2025Open Access
Data reuse enables cost-efficient randomized trials of medical AI models
2025Open Access
Human level information extraction from clinical reports with finetuned language models
Scientific Reports·2025Open Access
Data reuse enables cost-efficient randomized trials of medical AI models
arXiv (Cornell University)·2025Open Access
Prospective Evaluation of AI Risk Stratification for Triaging Expedited Screening Mammogram Interpretation
2025Open Access
Triage with AI: A Rule-out Framework Quantifying the Risks and Benefits of Screening Mammogram Automation
2025Open Access
Describe Anything: Detailed Localized Image and Video Captioning
arXiv (Cornell University)·2025Open Access
Learning Adaptive Parallel Reasoning with Language Models
arXiv (Cornell University)·2025Open Access
A universal translator for AI scores: Providing context using error
2025· 1 citedOpen Access
Network-aware self-supervised learning enables high-content phenotypic screening for genetic modifiers of neuronal activity dynamics
2025Open Access
Comprehensive Review: Exploring the Impact of Physiotherapy on Post-Traumatic Stress Disorder (PTSD)
Journal of Ecohumanism·2024Open Access
Human-level information extraction from clinical reports with fine-tuned language models
2024· 1 citedOpen Access
EE55 Medico-Economic Contribution of Multiplex PCR To the Diagnosis of Meningitis
Value in Health·2024Open Access
EE178 Evaluating the Budget Impact of Introducing Preventive Therapy in the Preclinical Phase for Rheumatoid Arthritis : A Focus on Algerian Female Population at Risk
Value in Health·2024
EE89 The Economic Impact of Anti-Scorpion Serum in the Management of Scorpion Envenomation in Algeria
Value in Health·2024Open Access
Rethinking Patch Dependence for Masked Autoencoders
arXiv (Cornell University)·2024· 3 citedOpen Access
EE316 The Cost-Saving of the Introduction of Dapagliflozin in Algeria After Primary Failure of Oral Anti-Diabetics in Patients With Types 2 Diabetes (T2DM)
Value in Health·2023
EE624 The Economic Burden of Macrovascular Complications of Diabetes in Algeria
Value in Health·2023Open Access
EE469 Diabetic Retinopathy in Algeria: Costs Estimation and Medical-Economic Value of Automated Methods AI-Based in Early Screening
Value in Health·2023
LLM-grounded Video Diffusion Models
arXiv (Cornell University)·2023· 3 citedOpen Access
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Frequent Co-authors

Regina Barzilay(34), Kevin S. Hughes(16), Constance D. Lehman(13), Clara Li(8), Suzanne B. Coopey(7), Judy E. Garber(7), Barbara L. Smith(7), Anthony J. Guidi(7), Tal Schuster(6), Peter G. Mikhael(6), Rong Tang(6), Gigin Lin(5), Francisco Acevedo(5), Tommi Jaakkola(5), Fredrik Strand(4), Michele A. Gadd(4), Michelle C. Specht(4), Amy S. Colwell(4), Long Lian(4), Trevor Darrell(4)