Deep learning and alternative learning strategies for retrospective real-world clinical data D Chen, S Liu, P Kingsbury, S Sohn, CB Storlie, EB Habermann, ... NPJ digital medicine 2 (1), 43, 2019 | 233 | 2019 |
Clinical concept extraction: a methodology review S Fu, D Chen, H He, S Liu, S Moon, KJ Peterson, F Shen, L Wang, ... Journal of biomedical informatics 109, 103526, 2020 | 169 | 2020 |
Postoperative bleeding risk prediction for patients undergoing colorectal surgery D Chen, N Afzal, S Sohn, EB Habermann, JM Naessens, DW Larson, ... Surgery 164 (6), 1209-1216, 2018 | 49 | 2018 |
Myocardial perfusion magnetic resonance imaging using sliding-window conjugate-gradient highly constrained back-projection reconstruction for detection of coronary artery disease H Ma, J Yang, J Liu, L Ge, J An, Q Tang, H Li, Y Zhang, D Chen, Y Wang, ... The American journal of cardiology 109 (8), 1137-1141, 2012 | 25 | 2012 |
Breast cancer classification using deep transfer learning on structured healthcare data A Farhadi, D Chen, R McCoy, C Scott, JA Miller, CM Vachon, C Ngufor 2019 IEEE International Conference on Data Science and Advanced Analytics …, 2019 | 24 | 2019 |
Improved interpretability of machine learning model using unsupervised clustering: predicting time to first treatment in chronic lymphocytic leukemia D Chen, G Goyal, RS Go, SA Parikh, CG Ngufor JCO clinical cancer informatics 3, 1-11, 2019 | 20 | 2019 |
Symmetrical 45nm PMOS on [110] substrate with excellent S/D extension distribution and mobility enhancement JR Hwang, JH Ho, YC Liu, JJ Shen, WJ Chen, DF Chen, WS Liao, ... Digest of Technical Papers. 2004 Symposium on VLSI Technology, 2004., 90-91, 2004 | 17 | 2004 |
Quantification of myocardial blood flow using non–ECG‐triggered MR imaging D Chen, B Sharif, R Dharmakumar, LEJ Thomson, CN Bairey Merz, ... Magnetic resonance in medicine 74 (3), 765-771, 2015 | 15 | 2015 |
Image-to-image translation for automatic ink removal in whole slide images J Jiang, N Prodduturi, D Chen, Q Gu, T Flotte, Q Feng, S Hart Journal of Medical Imaging 7 (5), 057502-057502, 2020 | 13 | 2020 |
Development and validation of a risk stratification model using disease severity hierarchy for mortality or major cardiovascular event C Ngufor, PJ Caraballo, TJ O’Byrne, D Chen, ND Shah, L Pruinelli, ... JAMA network open 3 (7), e208270-e208270, 2020 | 12 | 2020 |
Teaching design thinking to medical students. M Trowbridge, D Chen, A Gregor Medical Education 52 (11), 2018 | 11 | 2018 |
Early detection of post-surgical complications using time-series electronic health records D Chen, J Jiang, S Fu, G Demuth, S Liu, GM Schaeferle, PM Wilson, ... AMIA summits on translational science proceedings 2021, 152, 2021 | 9 | 2021 |
Salience of medical concepts of inside clinical texts and outside medical records for referred cardiovascular patients S Moon, S Liu, D Chen, Y Wang, DL Wood, R Chaudhry, H Liu, ... Journal of Healthcare Informatics Research 3, 200-219, 2019 | 8 | 2019 |
Predicting time to first treatment in chronic lymphocytic leukemia using machine learning survival and classification methods D Chen, G Goyal, R Go, S Parikh, C Ngufor 2018 IEEE international conference on healthcare informatics (ICHI), 407-408, 2018 | 8 | 2018 |
Natural language processing for identification of hypertrophic cardiomyopathy patients from cardiac magnetic resonance reports N Dewaswala, D Chen, H Bhopalwala, VC Kaggal, SP Murphy, JM Bos, ... BMC Medical Informatics and Decision Making 22 (1), 272, 2022 | 7 | 2022 |
Application of artificial intelligence to clinical practice in inflammatory bowel disease–what the clinician needs to know D Chen, C Fulmer, IO Gordon, S Syed, RW Stidham, N Vande Casteele, ... Journal of Crohn's and Colitis 16 (3), 460-471, 2022 | 7 | 2022 |
Cardiac MRI-Enriched Phenomapping Classification and Differential Treatment Outcomes in Patients With Ischemic Cardiomyopathy DH Kwon, S Huang, M Turkmani, D Salam, D Al-Dieri, TK Ming Wang, ... Circulation: Cardiovascular Imaging 17 (4), e016006, 2024 | 6 | 2024 |
Deep neural network for cardiac magnetic resonance image segmentation D Chen, H Bhopalwala, N Dewaswala, SP Arunachalam, M Enayati, ... Journal of Imaging 8 (5), 149, 2022 | 6 | 2022 |
Multimodal representation learning of cardiovascular magnetic resonance imaging J Qiu, P Huang, M Nakashima, J Lee, J Zhu, W Tang, P Chen, C Nguyen, ... arXiv preprint arXiv:2304.07675, 2023 | 4 | 2023 |
Medical concept intersection between outside medical records and consultant notes: A case study in transferred cardiovascular patients S Moon, S Liu, P Kingsbury, D Chen, Y Wang, F Shen, R Chaudhry, H Liu 2017 IEEE international conference on bioinformatics and biomedicine (BIBM …, 2017 | 4 | 2017 |