Assessing the impact of social determinants of health on predictive models for potentially avoidable 30-day readmission or death.

by Yongkang Zhang, Yiye Zhang, Evan Sholle, Sajjad Abedian, Marianne Sharko, Meghan Reading Turchioe, Yiyuan Wu, Jessica S Ancker
Published 2020-01-01

Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processing.

by Mohit Pandey, Zhuoran Xu, Evan Sholle, Gabriel Maliakal, Gurpreet Singh, Zahra Fatima, Daria Larine, Benjamin C Lee, Jing Wang, Alexander R van Rosendael, Lohendran Baskaran, Leslee J Shaw, James K Min, Subhi J Al'Aref
Published 2020-01-01

Comparing a novel machine learning method to the Friedewald formula and Martin-Hopkins equation for low-density lipoprotein estimation.

by Gurpreet Singh, Yasin Hussain, Zhuoran Xu, Evan Sholle, Kelly Michalak, Kristina Dolan, Benjamin C Lee, Alexander R van Rosendael, Zahra Fatima, Jessica M Peña, Peter W F Wilson, Antonio M Gotto, Leslee J Shaw, Lohendran Baskaran, Subhi J Al'Aref
Published 2020-01-01

Comparing a novel machine learning method to the Friedewald formula and Martin-Hopkins equation for low-density lipoprotein estimation

by Gurpreet Singh, Yasin Hussain, Zhuoran Xu, Evan Sholle, Kelly Michalak, Kristina Dolan, Benjamin C. Lee, Alexander R. van Rosendael, Zahra Fatima, Jessica M. Peña, Peter W. F. Wilson, Antonio M. Gotto, Leslee J. Shaw, Lohendran Baskaran, Subhi J. Al’Aref, Simeon-Pierre Choukem
Published 2020-01-01

Development and external validation of a prediction risk model for short-term mortality among hospitalized U.S. COVID-19 patients: A proposal for the COVID-AID risk tool.

by Kaveh Hajifathalian, Reem Z Sharaiha, Sonal Kumar, Tibor Krisko, Daniel Skaf, Bryan Ang, Walker D Redd, Joyce C Zhou, Kelly E Hathorn, Thomas R McCarty, Ahmad Najdat Bazarbashi, Cheikh Njie, Danny Wong, Lin Shen, Evan Sholle, David E Cohen, Robert S Brown, Walter W Chan, Brett E Fortune
Published 2020-01-01

Development and external validation of a prediction risk model for short-term mortality among hospitalized U.S. COVID-19 patients: A proposal for the COVID-AID risk tool

by Kaveh Hajifathalian, Reem Z. Sharaiha, Sonal Kumar, Tibor Krisko, Daniel Skaf, Bryan Ang, Walker D. Redd, Joyce C. Zhou, Kelly E. Hathorn, Thomas R. McCarty, Ahmad Najdat Bazarbashi, Cheikh Njie, Danny Wong, Lin Shen, Evan Sholle, David E. Cohen, Robert S. Brown, Walter W. Chan, Brett E. Fortune, Yu Ru Kou
Published 2020-01-01

Utilizing electronic health data and machine learning for the prediction of 30-day unplanned readmission or all-cause mortality in heart failure

by Ashley N. Beecy, MD, Manasa Gummalla, BA, Evan Sholle, MS, Zhuoran Xu, MSc, Yiye Zhang, MSc, PhD, Kelly Michalak, BA, Kristina Dolan, BA, Yasin Hussain, MD, Benjamin C. Lee, PhD, Yongkang Zhang, PhD, Parag Goyal, MSc, MD, Thomas R. Campion, Jr., PhD, Leslee J. Shaw, PhD, Lohendran Baskaran, MBBS, Subhi J. Al’Aref, MD
Published 2020-09-01