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David Chen
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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
2332019
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
1692020
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
492018
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
252012
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
242019
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
202019
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
172004
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
152015
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
132020
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
122020
Teaching design thinking to medical students.
M Trowbridge, D Chen, A Gregor
Medical Education 52 (11), 2018
112018
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
92021
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
82019
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
82018
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
72022
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
72022
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
62024
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
62022
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
42023
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
42017
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Articles 1–20