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ORCIDDavid Chen 0003
Person information
- affiliation: Cleveland Clinic, Cleveland, OH, USA
- affiliation (former): Mayo Clinic Rochester, Division of Biomedical Statistics and Informatics, MN, USA
- affiliation (PhD 2015): Northwestern University, Department of Biomedical Engineering, Evanston, IL, USA
Other persons with the same name
- David Chen — disambiguation page
- David Chen 0001 — University of Bordeaux, IMS, France
- David Chen 0002
![[0000-0001-8690-7196]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-8690-7196")
— Griffith University, School of Information and Communication Technology, Brisbane, QLD, Australia - David Chen 0004 — Chinese University of Hong Kong, School of Management and Economics, Guangdong, Hong Kong
- David Chen 0005 — State University of New York at Buffalo, Department of Computer Science, Amherst, USA
- David Chen 0006 — Cleveland Clinic, Heart Vascular and Thoracic Institute, Cardiovascular Innovation Research Center, OH, USA
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Journal Articles
- 2022
[j5]David Chen, Huzefa M. Bhopalwala, Nakeya Dewaswala, Shivaram Poigai Arunachalam, Moein Enayati, Nasibeh Zanjirani Farahani, Kalyan Pasupathy, Sravani Lokineni, J. Martijn Bos, Peter A. Noseworthy, Reza Arsanjani, Bradley J. Erickson, Jeffrey B. Geske, Michael J. Ackerman, Philip A. Araoz, Adelaide M. Arruda-Olson:
Deep Neural Network for Cardiac Magnetic Resonance Image Segmentation. J. Imaging 8(5): 149 (2022)- [j4]Nakeya Dewaswala, David Chen, Huzefa M. Bhopalwala, Vinod C. Kaggal, Sean P. Murphy, J. Martijn Bos, Jeffrey B. Geske, Bernard J. Gersh, Steve Ommen, Philip A. Araoz, Michael J. Ackerman, Adelaide M. Arruda-Olson:
Natural language processing for identification of hypertrophic cardiomyopathy patients from cardiac magnetic resonance reports. BMC Medical Informatics Decis. Mak. 22(1): 272 (2022) - 2020
- [j3]Sunyang Fu, David Chen, Huan He, Sijia Liu, Sungrim Moon, Kevin J. Peterson, Feichen Shen, Liwei Wang, Yanshan Wang, Andrew Wen, Yiqing Zhao, Sunghwan Sohn, Hongfang Liu:
Clinical concept extraction: A methodology review. J. Biomed. Informatics 109: 103526 (2020) - 2019
- [j2]Sungrim Moon, Sijia Liu, David Chen, Yanshan Wang, Douglas L. Wood, Rajeev Chaudhry, Hongfang Liu, Paul R. Kingsbury:
Salience of Medical Concepts of Inside Clinical Texts and Outside Medical Records for Referred Cardiovascular Patients. J. Heal. Informatics Res. 3(2): 200-219 (2019) - [j1]David Chen, Sijia Liu, Paul R. Kingsbury, Sunghwan Sohn, Curtis B. Storlie, Elizabeth B. Habermann, James M. Naessens, David W. Larson, Hongfang Liu:
Deep learning and alternative learning strategies for retrospective real-world clinical data. npj Digit. Medicine 2 (2019)
Conference and Workshop Papers
- 2023
- [c6]Ayda Farhadi, David Chen, Rozalina G. McCoy, Christopher Scott, Ping Ma, Celine M. Vachon, Jingyi Zhang, Che Ngufor, John A. Miller:
Classification Using Deep Transfer Learning on Structured Healthcare Data. SSCI 2023: 1560-1565 - 2019
- [c5]David Chen, Christopher Scott, Christina L. Luong, Itzhak Z. Attia, Che Ngufor, Adelaide M. Arruda-Olson, Patricia A. Pellikka:
Ensemble Imputation for Healthcare Data. AMIA 2019 - [c4]Che Ngufor, Pedro J. Caraballo, Thomas J. O'Byrne, David Chen, Nilay D. Shah, Michael S. Steinbach, György J. Simon:
A new representation of disease conditions and treatment pathways accurately predicts mortality and chronic diseases. AMIA 2019 - [c3]Akram Farhadi, David Chen, Rozalina G. McCoy, Christopher Scott, John A. Miller, Celine M. Vachon, Che Ngufor:
Breast Cancer Classification using Deep Transfer Learning on Structured Healthcare Data. DSAA 2019: 277-286 - 2018
- [c2]David Chen, Gaurav Goyal, Ronald Go, Sameer Parikh, Che Ngufor:
Predicting Time to First Treatment in Chronic Lymphocytic Leukemia Using Machine Learning Survival and Classification Methods. ICHI 2018: 407-408 - 2017
- [c1]Sungrim Moon, Sijia Liu, Paul R. Kingsbury, David Chen, Yanshan Wang, Feichen Shen, Rajeev Chaudhry, Hongfang Liu:
Medical concept intersection between outside medical records and consultant notes: A case study in transferred cardiovascular patients. BIBM 2017: 1495-1500
Informal and Other Publications
- 2019
- [i1]Sunyang Fu, David Chen, Sijia Liu, Sungrim Moon, Kevin J. Peterson, Feichen Shen, Yanshan Wang, Liwei Wang, Andrew Wen, Yiqing Zhao, Sunghwan Sohn, Hongfang Liu:
Development of Clinical Concept Extraction Applications: A Methodology Review. CoRR abs/1910.11377 (2019)
Coauthor Index
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