Chang Liu

7PUBLICATIONS
9CO-AUTHORS
Semi- and unsupervised learningKnowledge representation and reasoningData structures and algorithmsFormal methods for softwareMultimodal analysis and synthesis
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Publications (7)

|Aug 26, 2024
The quality of data-driven hypotheses generated by inexperienced clinical researchers: A case study.

Mytchell A Ernst, Brooke N Draghi, James J Cimino

|Feb 22, 2024
Data-driven hypothesis generation among inexperienced clinical researchers: A comparison of secondary data analyses with visualization (VIADS) and other tools.

Xia Jing, James J Cimino, Vimla L Patel

|Nov 14, 2023
How do clinical researchers generate data-driven scientific hypotheses? Cognitive events using think-aloud protocol.

Xia Jing, Brooke N Draghi, Mytchell A Ernst

|Jun 19, 2023
Data-driven hypothesis generation among inexperienced clinical researchers: A comparison of secondary data analyses with visualization (VIADS) and other tools.

Xia Jing, James J Cimino, Vimla L Patel

|Apr 03, 2023
A Visual Analytic Tool (VIADS) to Assist the Hypothesis Generation Process in Clinical Research: Mixed Methods Usability Study.

Xia Jing, Vimla L Patel, James J Cimino

|Jun 23, 2022
The Roles of a Secondary Data Analytics Tool and Experience in Scientific Hypothesis Generation in Clinical Research: Protocol for a Mixed Methods Study.

Xia Jing, Vimla L Patel, James J Cimino

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Frequent Collaborators

6 joint publications

Xia Jing

6 joint publications

Vimla L Patel

6 joint publications

James J Cimino

6 joint publications

Jay H Shubrook