Adam Yala
Massachusetts Institute of Technology
H-index: 17
North America-United States
Top articles of Adam Yala
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Rethinking Patch Dependence for Masked Autoencoders | arXiv preprint arXiv:2401.14391 | Letian Fu Long Lian Renhao Wang Baifeng Shi Xudong Wang | 2024/1/25 |
Sybil: a validated deep learning model to predict future lung cancer risk from a single low-dose chest computed tomography | Journal of Clinical Oncology | Peter G Mikhael Jeremy Wohlwend Adam Yala Ludvig Karstens Justin Xiang | 2023/1 |
Rethinking Risk Modeling with Machine Learning | Annals of Surgical Oncology | Adam Yala Kevin S Hughes | 2023/11 |
Llm-grounded video diffusion models | International Conference on Learning Representations (ICLR) | Long Lian Baifeng Shi Adam Yala Trevor Darrell Boyi Li | 2024 |
Conformal language modeling | arXiv preprint arXiv:2306.10193 | Victor Quach Adam Fisch Tal Schuster Adam Yala Jae Ho Sohn | 2023/6/16 |
Llm-grounded diffusion: Enhancing prompt understanding of text-to-image diffusion models with large language models | Transactions on Machine Learning Research (TMLR) | Long Lian Boyi Li Adam Yala Trevor Darrell | 2024 |
Optimizing risk-based breast cancer screening policies with reinforcement learning | Adam Yala Peter Mikhael Constance Lehman Gigin Lin Fredrik Strand | 2021/6/22 | |
Multi-institutional validation of a mammography-based breast cancer risk model | Journal of Clinical Oncology | Adam Yala Peter G Mikhael Fredrik Strand Gigin Lin Siddharth Satuluru | 2021/11 |
AI Gone Astray: Technical Supplement | arXiv preprint arXiv:2203.16452 | Janice Yang Ludvig Karstens Casey Ross Adam Yala | 2022/3/1 |
Syfer: Neural obfuscation for private data release | arXiv preprint arXiv:2201.12406 | Adam Yala Victor Quach Homa Esfahanizadeh Rafael GL D'Oliveira Ken R Duffy | 2022/1/28 |
Machine Learning Methods for Image-based Personalized Cancer Screening | Adam Yala | 2022 | |
Toward robust mammography-based models for breast cancer risk | Science Translational Medicine | Adam Yala Peter G Mikhael Fredrik Strand Gigin Lin Kevin Smith | 2021/1/27 |
Upper body thermal images and associated clinical data from a pilot cohort study of COVID-19 | PhysioNet, Ed., PhysioNet | Jose Tamez-Peña Adam Yala Servando Cardona Rocio Ortiz-Lopez Victor Trevino | 2021 |
COVID-19 classification using thermal images: thermal images capability for identifying COVID-19 using traditional machine learning classifiers | Martha Rebeca Canales-Fiscal Rocío Ortiz López Regina Barzilay Víctor Treviño Servando Cardona-Huerta | 2021/8/1 | |
Deep learning to estimate RECIST in patients with NSCLC treated with PD-1 blockade | Cancer discovery | Kathryn C Arbour Anh Tuan Luu Jia Luo Hira Rizvi Andrew J Plodkowski | 2021/1/1 |
Neuracrypt: Hiding private health data via random neural networks for public training | arXiv preprint arXiv:2106.02484 | Adam Yala Homa Esfahanizadeh Rafael GL D' Oliveira Ken R Duffy Manya Ghobadi | 2021/6/4 |
External validation of a deep learning model for predicting mammographic breast density in routine clinical practice | Academic Radiology | Brian N Dontchos Adam Yala Regina Barzilay Justin Xiang Constance D Lehman | 2021/4/1 |
Artificial intelligence and early detection of pancreatic cancer: 2020 summative review | Barbara Kenner Suresh T Chari David Kelsen David S Klimstra Stephen J Pandol | 2021/3/1 | |
Exploiting rules to enhance machine learning in extracting information from multi-institutional prostate pathology reports | JCO Clinical Cancer Informatics | Enrico Santus Tal Schuster Amir M Tahmasebi Clara Li Adam Yala | 2020/10 |
Co-Authors
