Application of machine learning models on predicting the length of hospital stay in fragility fracture patients.

Authors:
Lai CH; Mok PK; Chau WW; Law SW.

Journal:
BMC Med Inform Decis Mak

Publication Year: 2024

DOI:
10.1186/s12911-024-02417-2

PMCID:
PMC10826155

PMID:
38291406

View on PubMed View on PMC View Publisher
Journal Information

Full Title: BMC Med Inform Decis Mak

Abbreviation: BMC Med Inform Decis Mak

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

Related Papers from Same Journal
A command centre implementation before and during the COVID-19 pandemic in a community hospital.
Grosman-Rimon L; Wegier P; Rodriguez R and 4 more (2024) - Transparency Score: 3/6
A comparative study of CNN-capsule-net, CNN-transformer encoder, and Traditional machine learning a…
Holguin-Garcia SA; Guevara-Navarro E; Daza-Chica AE and 5 more (2024) - Transparency Score: 5/6
Acute kidney injury comorbidity analysis based on international classification of diseases-10 codes.
Wang M; Liu G; Ni Z and 3 more (2024) - Transparency Score: 3/6
Adolescent, parent, and provider attitudes toward a machine learning based clinical decision suppor…
Gunlicks-Stoessel M; Liu Y; Parkhill C and 5 more (2024) - Transparency Score: 3/6
A novel estimator for the two-way partial AUC.
Chaibub Neto E; Yadav V; Sieberts SK and 1 more (2024) - Transparency Score: 4/6
View All Papers from This Journal
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:

"Declarations Ethics approval and consent to participateEthical approval was obtained from the ethics review board of the Joint Chinese University of Hong Kong – New Territories East Cluster Clinical Research Ethics Committee (Ref. No.: CRE2022.004). The study protocol complied with the Declaration of Helsinki.Informed consent has been obtained from all participants. Consent for publicationNot applicable. Competing interestsThe authors declare no competing interests. Competing interests The authors declare no competing interests."

Evidence found in paper:

"Funding No Funding. All authors did not receive any funding from the manufacturer for this study."

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