Xiao Liu

University of Utah

1645 E. Campus Center

Salt Lake City, UT 84112

United States

SCHOLARLY PAPERS

5

DOWNLOADS
Rank 40,534

SSRN RANKINGS

Top 40,534

in Total Papers Downloads

1,410

SSRN CITATIONS

4

CROSSREF CITATIONS

1

Scholarly Papers (5)

1.

Go to YouTube and Call Me in the Morning: Use of Social Media for Chronic Conditions

Forthcoming, MIS Quarterly
Number of pages: 47 Posted: 30 Oct 2017 Last Revised: 04 Mar 2019
University of Utah, Texas A&M University, Michigan State University - The Eli Broad College of Business and The Eli Broad Graduate School of Management and School of Information Systems and Management, The H. John Heinz III College
Downloads 1,037 (26,252)
Citation 4

Abstract:

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visual social media, healthcare informatics, digital therapeutics, chronic diseases, deep learning, Bidirectional Long Short-term Memory (BLSTM), Convolutional Neural Network (CNN), collective engagement

2.

Understanding Medication Nonadherence from Social Media: A Sentiment-Enriched Deep Learning Approach

Number of pages: 62 Posted: 28 Dec 2017 Last Revised: 25 Jun 2020
University of Delaware, University of Utah, University of Arizona - Department of Management Information Systems and Lerner College of Business and Economics, University of Delaware
Downloads 183 (201,744)
Citation 3

Abstract:

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Sentiment-enriched deep learning, text mining, health risk analytics, medication nonadherence, computational data science

3.

Unveiling the Hidden Truth of Drug Addiction: A Social Media Approach Using Similarity Network-Based Deep Learning

Number of pages: 41 Posted: 27 Mar 2019 Last Revised: 02 Mar 2020
University of Delaware, Chinese Academy of Sciences (CAS) - Institute of Automation, University of Utah and University of Arizona - Department of Management Information Systems
Downloads 127 (272,035)

Abstract:

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computational design science, deep learning, text mining, social media, healthcare IT

4.

Ask Your Doctor to Prescribe a YouTube Video: An Augmented Intelligence Approach to Assess Understandability of YouTube Videos for Patient Education

Number of pages: 48 Posted: 04 Jan 2021
Xiao Liu, Anjana Susarla and Rema Padman
University of Utah, Michigan State University - The Eli Broad College of Business and The Eli Broad Graduate School of Management and School of Information Systems and Management, The H. John Heinz III College
Downloads 53 (456,559)

Abstract:

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patient education, video analytics, multiple treatment propensity score, causal identification, social media

5.

Understanding Health Misinformation Transmission: An Interpretable Deep Learning Approach to Manage Infodemics

Number of pages: 44 Posted: 12 Feb 2021
Jiaheng Xie, Yidong Chai and Xiao Liu
University of Delaware, Tsinghua University and University of Utah
Downloads 10 (700,923)

Abstract:

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Interpretable deep learning, YouTube misinformation, health analytics, predictive analytics