| Domino: Discovering Systematic Errors with Cross-Modal Embeddings S Eyuboglu*, M Varma*, KK Saab*, JB Delbrouck, C Lee-Messer, ... International Conference on Learning Representations (ICLR), 2022 | 147 | 2022 |
| Data-driven diagnostics and the potential of mobile artificial intelligence for digital therapeutic phenotyping in computational psychiatry P Washington, N Park, P Srivastava, C Voss, A Kline, M Varma, Q Tariq, ... Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 2019 | 104 | 2019 |
| Automated abnormality detection in lower extremity radiographs using deep learning M Varma, M Lu, R Gardner, J Dunnmon, N Khandwala, P Rajpurkar, ... Nature Machine Intelligence 1 (12), 578-583, 2019 | 91 | 2019 |
| CheXagent: Towards a Foundation Model for Chest X-Ray Interpretation Z Chen*, M Varma*, J Xu, M Paschali, D Van Veen, A Johnston, ... arXiv preprint arXiv:2401.12208, 2024 | 67 | 2024 |
| Precision Telemedicine through Crowdsourced Machine Learning: Testing Variability of Crowd Workers for Video-Based Autism Feature Recognition P Washington, E Leblanc, K Dunlap, Y Penev, A Kline, K Paskov, MW Sun, ... Journal of Personalized Medicine 10 (3), 86, 2020 | 46 | 2020 |
| Feature Selection and Dimension Reduction of Social Autism Data P Washington, KM Paskov, H Kalantarian, N Stockham, C Voss, A Kline, ... Pacific Symposium of Biocomputing, 2020 | 46 | 2020 |
| Feature replacement methods enable reliable home video analysis for machine learning detection of autism E Leblanc, P Washington, M Varma, K Dunlap, Y Penev, A Kline, DP Wall Scientific Reports 10 (1), 1-11, 2020 | 43 | 2020 |
| ViLMedic: a framework for research at the intersection of vision and language in medical AI JB Delbrouck, K Saab, M Varma, S Eyuboglu, P Chambon, J Dunnmon, ... Association for Computational Linguistics (ACL): System Demonstrations, 23-34, 2022 | 38 | 2022 |
| Identification of Social Engagement Indicators Associated With Autism Spectrum Disorder Using a Game-Based Mobile App M Varma, P Washington, B Chrisman, A Kline, E Leblanc, K Paskov, ... Journal of Medical Internet Research 24 (2), e31830, 2022 | 38 | 2022 |
| Indels in SARS-CoV-2 occur at template-switching hotspots BS Chrisman, K Paskov, N Stockham, K Tabatabaei, JY Jung, ... BioData Mining 14 (1), 1-16, 2021 | 38* | 2021 |
| Validity of Online Screening for Autism: Crowdsourcing Study Comparing Paid and Unpaid Diagnostic Tasks P Washington, H Kalantarian, Q Tariq, J Schwartz, K Dunlap, B Chrisman, ... Journal of Medical Internet Research 21 (5), e13668, 2019 | 38 | 2019 |
| Cross-disorder comparative analysis of comorbid conditions reveals novel autism candidate genes L Diaz-Beltran, FJ Esteban, M Varma, A Ortuzk, M David, DP Wall BMC Genomics 18 (1), 315, 2017 | 36 | 2017 |
| Crowdsourced privacy-preserved feature tagging of short home videos for machine learning ASD detection P Washington, Q Tariq, E Leblanc, B Chrisman, K Dunlap, A Kline, ... Scientific reports 11 (1), 7620, 2021 | 31* | 2021 |
| Improved Digital Therapy for Developmental Pediatrics Using Domain-Specific Artificial Intelligence: Machine Learning Study P Washington, H Kalantarian, J Kent, A Husic, A Kline, E Leblanc, C Hou, ... JMIR Pediatrics and Parenting 5 (2), e26760, 2022 | 29 | 2022 |
| Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text M Varma, L Orr, S Wu, M Leszczynski, X Ling, C Ré Findings of EMNLP 2021, 2021 | 28 | 2021 |
| Selection of trustworthy crowd workers for telemedical diagnosis of pediatric autism spectrum disorder P Washington, E Leblanc, K Dunlap, Y Penev, M Varma, JY Jung, ... Pacific Symposium of Biocomputing, 2021 | 26 | 2021 |
| Merlin: A Vision Language Foundation Model for 3D Computed Tomography L Blankemeier, JP Cohen, A Kumar, D Van Veen, SJS Gardezi, ... arXiv preprint arXiv:2406.06512, 2024 | 25 | 2024 |
| CheXpert Plus: Augmenting a Large Chest X-ray Dataset with Text Radiology Reports, Patient Demographics and Additional Image Formats P Chambon, JB Delbrouck, T Sounack, SC Huang, Z Chen, M Varma, ... arXiv preprint arXiv:2405.19538, 2024 | 24* | 2024 |
| Intelligent traffic alerting and control system M Varma US Patent 9,035,797, 2015 | 24 | 2015 |
| Training an emotion detection classifier using frames from a mobile therapeutic game for children with developmental disorders P Washington, H Kalantarian, J Kent, A Husic, A Kline, E Leblanc, C Hou, ... arXiv e-prints, arXiv: 2012.08678, 2020 | 22 | 2020 |