| A complex human gut microbiome cultured in an anaerobic intestine-on-a-chip S Jalili-Firoozinezhad, FS Gazzaniga, EL Calamari, DM Camacho, ... Nature biomedical engineering 3 (7), 520-531, 2019 | 544 | 2019 |
| Robotic fluidic coupling and interrogation of multiple vascularized organ chips R Novak, M Ingram, S Marquez, D Das, A Delahanty, A Herland, BM Maoz, ... Nature biomedical engineering 4 (4), 407-420, 2020 | 284 | 2020 |
| Feature robustness in non-stationary health records: caveats to deployable model performance in common clinical machine learning tasks B Nestor, MBA McDermott, W Boag, G Berner, T Naumann, MC Hughes, ... Machine Learning for Healthcare Conference, 381-405, 2019 | 152* | 2019 |
| A comprehensive EHR timeseries pre-training benchmark M McDermott, B Nestor, E Kim, W Zhang, A Goldenberg, P Szolovits, ... Proceedings of the Conference on Health, Inference, and Learning, 257-278, 2021 | 44* | 2021 |
| Digital microfluidic platform for dielectrophoretic patterning of cells encapsulated in hydrogel droplets BA Nestor, E Samiei, R Samanipour, A Gupta, A Van den Berg, ... RSC advances 6 (62), 57409-57416, 2016 | 42 | 2016 |
| Scalable Fabrication of Stretchable, Dual Channel, Microfluidic Organ Chips R Novak, M Didier, E Calamari, CF Ng, Y Choe, SL Clauson, BA Nestor, ... J. Vis. Exp., e58151, 2018 | 41 | 2018 |
| Dear Watch, Should I Get a COVID-19 Test? Designing deployable machine learning for wearables B Nestor, J Hunter, R Kainkaryam, E Drysdale, JB Inglis, A Shapiro, ... medRxiv, 2021.05. 11.21257052, 2021 | 12 | 2021 |
| Cross-language aphasia detection using optimal transport domain adaptation A Balagopalan, J Novikova, MBA Mcdermott, B Nestor, T Naumann, ... Machine Learning for Health Workshop, 202-219, 2020 | 12 | 2020 |
| Preparing a Clinical Support Model for Silent Mode in General Internal Medicine B Nestor, LG McCoy, A Verma, C Pou-Prom, J Murray, S Kuzulugil, D Dai, ... Machine Learning for Health Care, 2020 | 10 | 2020 |
| Robotic fluidic coupling and interrogation of multiple vascularized organ chips. Nat Biomed Eng 4: 407–420 R Novak, M Ingram, S Marquez, D Das, A Delahanty, A Herland, BM Maoz, ... | 8 | 2020 |
| Simulation of Anastomosis in Coronary Artery Bypass Surgery G Mohammadi, H., Nestor, B. & Fradet Cardiovasc Eng Tech, 2016 | 6 | 2016 |
| Developing and Validating a Prediction Model For Death or Critical Illness in Hospitalized Adults, an Opportunity for Human-Computer Collaboration AA Verma, C Pou-Prom, LG McCoy, J Murray, B Nestor, S Bell, O Mourad, ... Critical Care Explorations 5 (5), 2023 | 4 | 2023 |
| Complex Human Gut Microbiome Cultured in an Anaerobic Human Gut-on-A-Chip R Novak, S Jalili-Firoozinezhad, FS Gazzaniga, EL Calamari, ... US Patent App. 15/733,716, 2021 | 4 | 2021 |
| Machine Learning for Healthcare Conference B Nestor, MB McDermott, W Boag, G Berner, T Naumann, MC Hughes, ... PMLR, 2019 | 3 | 2019 |
| Machine learning COVID-19 detection from wearables B Nestor, J Hunter, R Kainkaryam, E Drysdale, JB Inglis, A Shapiro, ... The Lancet Digital Health 5 (4), e182-e184, 2023 | 2 | 2023 |
| Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events M McDermott, B Nestor, P Argaw, I Kohane arXiv preprint arXiv:2306.11547, 2023 | 1 | 2023 |
| Clinical Artificial Intelligence: Design Principles and Fallacies MBA McDermott, B Nestor, P Szolovits Clinics in Laboratory Medicine 43 (1), 29-46, 2023 | 1 | 2023 |
| Satisfying Model Validity for Robust Clinical Machine Learning for Time-Series BA Nestor University of Toronto, 2023 | | 2023 |
| Feature Restricted Group Dropout for Robust Electronic Health Record Predictions B Nestor, A Goldenberg, M Ghassemi | | 2022 |
| 3D Cell Patterning using Dielectrophoresis on Digital Microfluidics A Gupta, BA Nestor, M Diaz de Leon Derby, AC Van den Berg, Z Wang, ... 37th Annual International Conference of the IEEE Engineering in Medicine and …, 2015 | | 2015 |
Dr. Marzyeh GhassemiAssistant Professor, EECS.CSAIL/IMES, MITVerified email at mit.edu
