Publications

Liu, Sijia, Andrew Wen, Liwei Wang, Huan He, Sunyang Fu, Robert Miller, Andrew Williams, et al. 2021. “An Open Natural Language Processing Development Framework for EHR-Based Clinical Research: A Case Demonstration Using the National COVID Cohort Collaborative (N3C)”. ArXiv Preprint ArXiv:2110.10780.

Kahkoska, Anna R, Trine Julie Abrahamsen, Caleb Alexander, Tellen D Bennett, Christopher G Chute, Melissa A Haendel, Klara R Klein, et al. 2021. “Association Between Glucagon-Like Peptide 1 Receptor Agonist and Sodium—glucose Cotransporter 2 Inhibitor Use and COVID-19 Outcomes”. Diabetes Care 44 (7): 1564-72.

Govindarajan, Sindhuja Tirumalai, Yilin Liu, Maria Andrea Parra Corral, Lev Bangiyev, Lauren Krupp, Leigh Charvet, and Tim Q Duong. 2021. “White Matter Correlates of Slowed Information Processing Speed in Unimpaired Multiple Sclerosis Patients With Young Age Onset”. Brain Imaging and Behavior 15: 1460-68.

Shen, B, M Hoshmand-Kochi, A Abbasi, S Glass, Z Jiang, AJ Singer, HC Thode, H Li, W Hou, and TQ Duong. 2021. “Initial Chest Radiograph Scores Inform COVID-19 Status, Intensive Care Unit Admission and Need for Mechanical Ventilation”. Clinical Radiology 76 (6): 473—e1.

Ocasio, Ethan, and Tim Q Duong. 2021. “Deep Learning Prediction of Mild Cognitive Impairment Conversion to Alzheimer’s Disease at 3 Years After Diagnosis Using Longitudinal and Whole-Brain 3D MRI”. PeerJ Computer Science 7: e560.

Lu, Justin Y, Ioannis Babatsikos, Molly C Fisher, Wei Hou, and Tim Q Duong. 2021. “Longitudinal Clinical Profiles of Hospital Vs. Community-Acquired Acute Kidney Injury in COVID-19”. Frontiers in Medicine 8: 647023.

Chen, Anne, Zirun Zhao, Wei Hou, Adam J Singer, Haifang Li, and Tim Q Duong. 2021. “Time-to-Death Longitudinal Characterization of Clinical Variables and Longitudinal Prediction of Mortality in COVID-19 Patients: A Two-Center Study”. Frontiers in Medicine 8: 661940.

Wong, A, ZQ Lin, L Wang, AG Chung, B Shen, A Abbasi, M Hoshmand-Kochi, and TQ Duong. 2021. “Towards Computer-Aided Severity Assessment via Deep Neural Networks for Geographic and Opacity Extent Scoring of SARS-CoV-2 Chest X-Rays”. Scientific Reports 11 (1): 9315.

Lu, Joyce Q, Benjamin Musheyev, Qi Peng, and Tim Q Duong. 2021. “Neural Network Analysis of Clinical Variables Predicts Escalated Care in COVID-19 Patients: A Retrospective Study”. PeerJ 9: e11205.

Musheyev, Benjamin, Rebeca Janowicz, Lara Borg, Michael Matarlo, Hayle Boyle, Wei Hou, and Tim Q Duong. 2021. “In-Hospital Rehabilitation and Functional Status of Non-Critically Ill COVID-19 Survivors.”