Towards generalist biomedical AI T Tu, S Azizi, D Driess, M Schaekermann, M Amin, PC Chang, A Carroll, ... NEJM AI 1 (3), AIoa2300138, 2024 | 184 | 2024 |
Towards conversational diagnostic ai T Tu, A Palepu, M Schaekermann, K Saab, J Freyberg, R Tanno, A Wang, ... arXiv preprint arXiv:2401.05654, 2024 | 73 | 2024 |
Capabilities of gemini models in medicine K Saab, T Tu, WH Weng, R Tanno, D Stutz, E Wulczyn, F Zhang, ... arXiv preprint arXiv:2404.18416, 2024 | 39 | 2024 |
Conformal prediction with large language models for multi-choice question answering B Kumar, C Lu, G Gupta, A Palepu, D Bellamy, R Raskar, A Beam arXiv preprint arXiv:2305.18404, 2023 | 35 | 2023 |
Artificial intelligence based on machine learning in pharmacovigilance: a scoping review B Kompa, JB Hakim, A Palepu, KG Kompa, M Smith, PA Bain, ... Drug Safety 45 (5), 477-491, 2022 | 31 | 2022 |
Towards accurate differential diagnosis with large language models D McDuff, M Schaekermann, T Tu, A Palepu, A Wang, J Garrison, ... arXiv preprint arXiv:2312.00164, 2023 | 29 | 2023 |
Assessment of ChatGPT success with specialty medical knowledge using anaesthesiology board examination practice questions D Shay, B Kumar, D Bellamy, A Palepu, M Dershwitz, JM Walz, ... British journal of anaesthesia 131 (2), e31-e34, 2023 | 25 | 2023 |
Towards reliable zero shot classification in self-supervised models with conformal prediction B Kumar, A Palepu, R Tuwani, A Beam arXiv preprint arXiv:2210.15805, 2022 | 9 | 2022 |
Correction to: Artificial Intelligence Based on Machine Learning in Pharmacovigilance: A Scoping Review B Kompa, JB Hakim, A Palepu, KG Kompa, M Smith, PA Bain, ... Drug Safety 46 (4), 433-433, 2023 | 5 | 2023 |
Towards accurate differential diagnosis with large language models. arXiv D McDuff, M Schaekermann, T Tu, A Palepu, A Wang, J Garrison Preprint posted online on November 30, 2023 | 5 | 2023 |
Self-supervision on images and text reduces reliance on visual shortcut features A Palepu, AL Beam arXiv preprint arXiv:2206.07155, 2022 | 5 | 2022 |
Establishing a quantitative endpoint for transarterial embolization from real-time pressure measurements PC Gowda, VX Chen, MC Sobral, TL Bobrow, TG Romer, AK Palepu, ... Journal of Medical Devices 15 (2), 021005, 2021 | 4 | 2021 |
Tier: Text-image entropy regularization for medical clip-style models A Palepu, A Beam Machine Learning for Healthcare Conference, 548-564, 2023 | 3 | 2023 |
Automating interictal spike detection: Revisiting a simple threshold rule A Palepu, S Premanathan, F Azhar, M Vendrame, T Loddenkemper, ... 2018 40th Annual International Conference of the IEEE Engineering in …, 2018 | 3 | 2018 |
Digital signatures for early traumatic brain injury outcome prediction in the intensive care unit AK Palepu, A Murali, JL Ballard, R Li, S Ramesh, H Nguyen, H Kim, ... Scientific reports 11 (1), 19989, 2021 | 2 | 2021 |
Evaluating Invasive EEG Implantations with Structural Imaging Data and Functional Scalp EEG Recordings from Epilepsy Patients A Palepu, A Li, Z Fitzgerald, K Hu, J Costacurta, J Bulacio, ... 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 2 | 2019 |
Genetic Discovery Enabled by A Large Language Model T Tu, Z Fang, Z Cheng, S Spasic, A Palepu, KM Stankovic, V Natarajan, ... bioRxiv, 2023 | 1 | 2023 |