| 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 | 49 | 2021 |
| 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 | 35 | 2023 |
| 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 | 32 | 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 | 21 | 2019 |
| Unsupervised representation learning on high-dimensional clinical data improves genomic discovery and prediction T Yun, J Cosentino, B Behsaz, ZR McCaw, D Hill, R Luben, D Lai, J Bates, ... Nature Genetics, 1-10, 2024 | 6* | 2024 |
| 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 | 3 | 2022 |
| Towards a Personal Health Large Language Model J Cosentino, A Belyaeva, X Liu, NA Furlotte, Z Yang, C Lee, E Schenck, ... arXiv preprint arXiv:2406.06474, 2024 | 2 | 2024 |
| 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 | 1 | 2022 |
| Utilizing multimodal AI to improve genetic analyses of cardiovascular traits Y Zhou, J Cosentino, T Yun, MI Biradar, J Shreibati, D Lai, ... medRxiv, 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 |
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