Improving an Electronic Health Record-Based Clinical Prediction Model Under Label Deficiency: Network-Based Generative Adversarial Semisupervised Approach.

Authors:
Li R; Tian Y; Shen Z; Li J; Li J and 2 more

Journal:
JMIR Med Inform

Publication Year: 2023

DOI:
10.2196/47862

PMCID:
PMC10337516

PMID:
37310778

Journal Information

Full Title: JMIR Med Inform

Abbreviation: JMIR Med Inform

Country: Unknown

Publisher: Unknown

Language: N/A

Publication Details

Subject Category: Medical Informatics

Available in Europe PMC: Yes

Available in PMC: Yes

PDF Available: No

Transparency Score
3/6
50.0% Transparent
Transparency Indicators
Click on green indicators to view evidence text
Core Indicators
Data Sharing
Code Sharing
Evidence found in paper:

"Conflicts of Interest: None declared."

Evidence found in paper:

"This work was supported by the National Natural Science Foundation of China (82172069), the Major Scientific Project of Zhejiang Lab (2020ND8AD01), and the Fundamental Research Funds for the Central Universities (226-2023-00050). We owe thanks to the staff of the National Cancer Institute and each member involved in the Surveillance, Epidemiology and End Results program."

Protocol Registration
Open Access
Paper is freely available to read
Additional Indicators
Replication
Novelty Statement
Assessment Info

Tool: rtransparent

OST Version: N/A

Last Updated: Aug 05, 2025