Training a Deep Contextualized Language Model for International Classification of Diseases, 10th Revision Classification via Federated Learning: Model Development and Validation Study.

Authors:
Chen PF; He TL; Lin SC; Chu YC; Kuo CT and 11 more

Journal:
JMIR Med Inform

Publication Year: 2022

DOI:
10.2196/41342

PMCID:
PMC9693720

PMID:
36355417

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
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Evidence found in paper:

"Conflicts of Interest: None declared."

Evidence found in paper:

"This study was supported by grants from the Ministry of Science and Technology, Taiwan (grants MOST 110-2320-B-075-004-MY and MOST 110-2634-F-002-032-); Far Eastern Memorial Hospital, Taiwan (grant FEMH-2022-C-058); and Taipei Veterans General Hospital (grants V111E-002 and V111E-005-2). The sponsors had no role in the study design, data collection and analysis, publication decision, or manuscript drafting."

Protocol Registration
Open Access
Paper is freely available to read
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Tool: rtransparent

OST Version: N/A

Last Updated: Aug 05, 2025