| Almanac—Retrieval-Augmented Language Models for Clinical Medicine C Zakka, R Shad, A Chaurasia, AR Dalal, JL Kim, M Moor, R Fong, ... NEJM AI 1 (2), AIoa2300068, 2024 | 227* | 2024 |
| Med-flamingo: a multimodal medical few-shot learner M Moor, Q Huang, S Wu, M Yasunaga, Y Dalmia, J Leskovec, C Zakka, ... Machine Learning for Health (ML4H), 353-367, 2023 | 224 | 2023 |
| Predicting dose-range chemical toxicity using novel hybrid deep machine-learning method S Limbu, C Zakka, S Dakshanamurthy Toxics 10 (11), 706, 2022 | 13* | 2022 |
| Mammoganesis: Controlled generation of high-resolution mammograms for radiology education C Zakka, G Saheb, E Najem, G Berjawi arXiv preprint arXiv:2010.05177, 2020 | 12* | 2020 |
| Surgen: Text-guided diffusion model for surgical video generation J Cho, S Schmidgall, C Zakka, M Mathur, D Kaur, R Shad, W Hiesinger arXiv preprint arXiv:2408.14028, 2024 | 6 | 2024 |
| Gp-vls: A general-purpose vision language model for surgery S Schmidgall, J Cho, C Zakka, W Hiesinger arXiv preprint arXiv:2407.19305, 2024 | 6 | 2024 |
| Machine Learning Multicenter Risk Model to Predict Right Ventricular Failure After Mechanical Circulatory Support I Taleb, CP Kyriakopoulos, R Fong, N Ijaz, Z Demertzis, K Sideris, ... JAMA Cardiology doi:10.1001/jamacardio.2023.5372, 2024 | 6 | 2024 |
| Creating realistic anterior segment optical coherence tomography images using generative adversarial networks JF Assaf, A Abou Mrad, DZ Reinstein, G Amescua, C Zakka, TJ Archer, ... British Journal of Ophthalmology, 2024 | 4 | 2024 |
| Deep Learning–Based Estimation of Implantable Collamer Lens Vault Using Optical Coherence Tomography JF Assaf, DZ Reinstein, C Zakka, JG Arbelaez, P Boufadel, M Choufani, ... American Journal of Ophthalmology 253, 29-36, 2023 | 4 | 2023 |
| Almanac Copilot: Towards Autonomous Electronic Health Record Navigation C Zakka, J Cho, G Fahed, R Shad, M Moor, R Fong, D Kaur, V Ravi, ... arXiv preprint arXiv:2405.07896, 2024 | 3 | 2024 |
| Evaluating General Vision-Language Models for Clinical Medicine Y Jiang, JA Omiye, C Zakka, M Moor, H Gui, S Alipour, SS Mousavi, ... medRxiv, 2024.04. 12.24305744, 2024 | 3 | 2024 |
| Medisyn: Text-guided diffusion models for broad medical 2d and 3d image synthesis J Cho, C Zakka, D Kaur, R Shad, R Wightman, A Chaudhari, W Hiesinger arXiv preprint arXiv:2405.09806, 2024 | 2 | 2024 |
| SmolLM2: When Smol Goes Big--Data-Centric Training of a Small Language Model LB Allal, A Lozhkov, E Bakouch, GM Blázquez, G Penedo, L Tunstall, ... arXiv preprint arXiv:2502.02737, 2025 | | 2025 |
| Best Practices for Large Language Models in Radiology C Bluethgen, D Van Veen, C Zakka, K Link, A Fanous, R Daneshjou, ... arXiv preprint arXiv:2412.01233, 2024 | | 2024 |
| Deep Learning Screening of Cardiac MRIs Uncovers Undiagnosed Hypertrophic Cardiomyopathy in the UK BioBank D Kaur, R Shad, C Zakka, R Fong, B Pogatchnik, R Filice, J MONGAN, ... Circulation 150 (Suppl_1), A4124675-A4124675, 2024 | | 2024 |
| 7543 Comparative Analysis Of Language Model Systems In Endocrinology: Performance And Human Acceptability Assessment A Randhawa, A Rahman, C Zakka, W Hiesinger, M Sattar Journal of the Endocrine Society 8 (Supplement_1), bvae163. 1038, 2024 | | 2024 |
| A Generalizable Deep Learning System for Cardiac MRI R Shad, C Zakka, D Kaur, R Fong, RW Filice, J Mongan, K Kalianos, ... arXiv preprint arXiv:2312.00357, 2023 | | 2023 |
Rohan Shad, MDUniversity of PennsylvaniaVerified email at pennmedicine.upenn.edu
