Xiao Liu

University of Utah

1645 E. Campus Center

Salt Lake City, UT 84112

United States

Arizona State University (ASU)

Farmer Building 440G PO Box 872011

Tempe, AZ 85287

United States

SCHOLARLY PAPERS

5

DOWNLOADS
Rank 37,784

SSRN RANKINGS

Top 37,784

in Total Papers Downloads

1,597

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
Xiao Liu, Xiao Liu, Bin Zhang, Anjana Susarla and Rema Padman
Arizona State University (ASU)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 1,161 (22,924)
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
Jiaheng Xie, Xiao Liu, Xiao Liu, Daniel Dajun Zeng and Xiao Fang
University of Delaware, Arizona State University (ASU)University of Utah, University of Arizona - Department of Management Information Systems and Lerner College of Business and Economics, University of Delaware
Downloads 211 (181,936)
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
Jiaheng Xie, Zhu Zhang, Xiao Liu, Xiao Liu and Daniel Dajun Zeng
University of Delaware, Chinese Academy of Sciences (CAS) - Institute of Automation, Arizona State University (ASU)University of Utah and University of Arizona - Department of Management Information Systems
Downloads 138 (261,726)

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, Xiao Liu, Anjana Susarla and Rema Padman
Arizona State University (ASU)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 73 (398,695)

Abstract:

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

5.

Understanding Health Video Engagement: An Interpretable Deep Learning Approach

Number of pages: 67 Posted: 12 Feb 2021 Last Revised: 18 Oct 2021
Jiaheng Xie, Yidong Chai, Xiao Liu and Xiao Liu
University of Delaware, Hefei University of Technology and Arizona State University (ASU)University of Utah
Downloads 14 (686,638)

Abstract:

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Interpretable deep learning, video engagement, predictive analytics, user study