| A machine learning approach to understanding patterns of engagement with internet-delivered mental health interventions I Chien, A Enrique, J Palacios, T Regan, D Keegan, D Carter, ... JAMA network open 3 (7), e2010791-e2010791, 2020 | 74 | 2020 |
| Natural language processing to assess end-of-life quality indicators in cancer patients receiving palliative surgery C Lindvall, EJ Lilley, SN Zupanc, I Chien, BV Udelsman, A Walling, ... Journal of Palliative Medicine 22 (2), 183-187, 2019 | 67 | 2019 |
| Needle in a haystack: natural language processing to identify serious illness B Udelsman, I Chien, K Ouchi, K Brizzi, JA Tulsky, C Lindvall Journal of Palliative Medicine 22 (2), 179-182, 2019 | 41 | 2019 |
| Deep learning algorithms to identify documentation of serious illness conversations during intensive care unit admissions A Chan, I Chien, E Moseley, S Salman, S Kaminer Bourland, D Lamas, ... Palliative medicine 33 (2), 187-196, 2019 | 40 | 2019 |
| Plasma-derived extracellular vesicle analysis and deconvolution enable prediction and tracking of melanoma checkpoint blockade outcome A Shi, GG Kasumova, WA Michaud, J Cintolo-Gonzalez, M Díaz-Martínez, ... Science Advances 6 (46), eabb3461, 2020 | 35 | 2020 |
| Deep natural language processing to identify symptom documentation in clinical notes for patients with heart failure undergoing cardiac resynchronization therapy RE Leiter, E Santus, Z Jin, KC Lee, M Yusufov, I Chien, A Ramaswamy, ... Journal of pain and symptom management 60 (5), 948-958. e3, 2020 | 19 | 2020 |
| Mining multi-site clinical data to develop machine learning MRI biomarkers: application to neonatal hypoxic ischemic encephalopathy RJ Weiss, SV Bates, Y Song, Y Zhang, EM Herzberg, YC Chen, M Gong, ... Journal of translational medicine 17 (1), 1-16, 2019 | 18 | 2019 |
| Analytical models integrated with satellite images for optimized pest management LZ Bright, M Handley, I Chien, S Curi, LA Brownworth, S D’hers, ... Precision agriculture 17, 628-636, 2016 | 11 | 2016 |
| A machine learning approach to understanding patterns of engagement with internet-delivered mental health interventions. JAMA Netw Open. 2020 Jul 01; 3 (7): e2010791. doi: 10 … I Chien, A Enrique, J Palacios, T Regan, D Keegan, D Carter, ... | 11 | |
| Multi-disciplinary fairness considerations in machine learning for clinical trials I Chien, N Deliu, R Turner, A Weller, S Villar, N Kilbertus Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022 | 7 | 2022 |
| Divine: Diverse influential training points for data visualization and model refinement U Bhatt, I Chien, MB Zafar, A Weller arXiv preprint arXiv:2107.05978, 2021 | 5 | 2021 |
| Identification of serious illness conversations in unstructured clinical notes using deep neural networks I Chien, A Shi, A Chan, C Lindvall Artificial Intelligence in Health: First International Workshop, AIH 2018 …, 2019 | 5 | 2019 |
| Natural language processing for precision clinical diagnostics and treatment I Chien Massachusetts Institute of Technology, 2018 | 3 | 2018 |
| Plasma-derived exosomal analysis and deconvolution enables prediction and tracking of melanoma checkpoint blockade response A Shi, GG Kasumova, WA Michaud, J Cintolo-Gonzales, MD Martínez, ... bioRxiv, 809699, 2019 | 2 | 2019 |
| Natural language processing to assess palliative care processes in cancer patients receiving palliative surgery C Lindvall, EJ Lilley, SN Zupanc, I Chien, AW Forsyth, A Walling, ... preparation, 2018 | 2 | 2018 |
| Deconvolution of plasma-derived exosomes for tracking and prediction of immunotherapy across multiple tissues A Shi, G Kasumova, I Chien, J Cintolo-Gonzalez, DT Frederick, R Alpatov, ... Cancer Research 78 (13_Supplement), 4282-4282, 2018 | 1 | 2018 |
| Safe Exploration in Dose Finding Clinical Trials with Heterogeneous Participants I Chien, JG Hernandez, RE Turner ICLR 2023 Workshop on Trustworthy Machine Learning for Healthcare, 2023 | | 2023 |
| Abstract B25: Exosomal transcriptomic signatures tracks and predicts response to checkpoint blockade immunotherapy A Shi, JA Cintolo-Gonzalez, I Chien, DT Frederick, R Alpatov, W Michaud, ... Cancer Immunology Research 6 (9_Supplement), B25-B25, 2018 | | 2018 |
| Exosomal PD-L1 Protein Expression Correlates with Targeted Therapy Resistance in Melanoma GG Kasumova, MM Kim, A Shi, I Chien, DT Frederick, R Alpatov, ... ANNALS OF SURGICAL ONCOLOGY 25, S183-S183, 2018 | | 2018 |
| CEUR WORKSHOP PROCEEDINGS I Chien, A Shi, A Chan, C Lindvall, A Härmä, A Polyakov, E Chernyak | | 2018 |
