| Large-scale machine-learning-based phenotyping significantly improves genomic discovery for optic nerve head morphology B Alipanahi, F Hormozdiari, B Behsaz, J Cosentino, ZR McCaw, ... The American Journal of Human Genetics 108 (7), 1217-1230, 2021 | 41 | 2021 |
| Inference of chronic obstructive pulmonary disease with deep learning on raw spirograms identifies new genetic loci and improves risk models J Cosentino, B Behsaz, B Alipanahi, ZR McCaw, D Hill, TH Schwantes-An, ... Nature Genetics 55 (5), 787-795, 2023 | 20 | 2023 |
| The Search for Sparse, Robust Neural Networks J Cosentino, F Zaiter, D Pei, J Zhu Workshop on Safety and Robustness in Decision Making, Advances in Neural …, 2019 | 20 | 2019 |
| Multimodal llms for health grounded in individual-specific data A Belyaeva, J Cosentino, F Hormozdiari, K Eswaran, S Shetty, G Corrado, ... Workshop on Machine Learning for Multimodal Healthcare Data, 86-102, 2023 | 19 | 2023 |
| Unsupervised representation learning improves genomic discovery for lung function and respiratory disease prediction T Yun, J Cosentino, B Behsaz, ZR McCaw, D Hill, R Luben, D Lai, J Bates, ... medRxiv, 2023.04. 28.23289285, 2023 | 4* | 2023 |
| Generative Well-intentioned Networks J Cosentino, J Zhu Advances in Neural Information Processing Systems 32 (NeurIPS 2019), 2019 | 4 | 2019 |
| An Empirical Study of ML-based Phenotyping and Denoising for Improved Genomic Discovery B Yuan, F Hormozdiari, CY McLean, J Cosentino bioRxiv, 2022.11. 17.516907, 2022 | 1 | 2022 |
| Utilizing multimodal AI to improve genetic analyses of cardiovascular traits Y Zhou, JT Cosentino, T Yun, MI Biradar, J Shreibati, D Lai, ... medRxiv, 2024.03. 19.24304547, 2024 | | 2024 |
| Driving application experience via search inputs G Sorrentino, J Cosentino US Patent 11,640,407, 2023 | | 2023 |
| Driving application experience via configurable search-based navigation interface J Cosentino, G Sorrentino US Patent 11,625,409, 2023 | | 2023 |
| Using Machine Learning-Based Trait Predictions For Genetic Association Discovery C McLean, B Alipanahi, J Cosentino, S Phene, A Carroll US Patent App. 17/770,174, 2022 | | 2022 |
