David Chen
Title
Cited by
Cited by
Year
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), 1-5, 2019
902019
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, 103526, 2020
222020
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
122018
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
62019
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
52019
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 (2), 200-219, 2019
42019
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
32018
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
22020
Development of clinical concept extraction applications: A methodology review
S Fu, D Chen, S Liu, S Moon, KJ Peterson, F Shen, Y Wang, L Wang, ...
Unknown Journal, 2019
22019
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
22017
An Automated Natural Language Processing Algorithm to Classify Magnetic Resonance Imaging Reports Containing Positive Diagnoses of Hypertrophic Cardiomyopathy
S Moon, E Sagheb, S Liu, D Chen, M Bos, JB Geske, PA Noseworthy, ...
Circulation 140 (Suppl_1), A13811-A13811, 2019
2019
A new representation of disease conditions and treatment pathways accurately predicts mortality and chronic diseases
C Ngufor, P Caraballo, TJ Byrne, D Chen, ND Shah, M Steinbach, ...
AMIA 2019 Annual Symposium, 2019
2019
Predicting Time to First Treatment for Patients Diagnosed with Chronic Lymphocytic Leukemia: Application of Machine Learning Methods
D Chen, G Goyal, R Go, S Parikh, C Ngufor
2018 Annual Research Meeting, 2018
2018
Medical Concept Intersection between Outside Medical Records and Consultant Notes
S Moon, S Liu, P Kingsbury, D Chen, Y Wang, F Shen, R Chaudhry, H Liu
The system can't perform the operation now. Try again later.
Articles 1–14