Domain Shifts in Machine Learning Based Covid-19 Diagnosis From Blood Tests.

Authors:
Roland T; Böck C; Tschoellitsch T; Maletzky A; Hochreiter S and 2 more

Journal:
J Med Syst

Publication Year: 2022

DOI:
10.1007/s10916-022-01807-1

PMCID:
PMC8960704

PMID:
35348909

View on PubMed View on PMC View Publisher
Journal Information

Full Title: J Med Syst

Abbreviation: J Med Syst

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

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Transparency Score
4/6
66.7% Transparent
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Core Indicators
Data Sharing
Evidence found in paper:

"code availability code to reproduce our study is provided on github ( https://github com/ml-jku/covid )."

Evidence found in paper:

"Declarations Ethics ApprovalEthics approval for this study was obtained from the ethics committee of the Johannes Kepler University, Linz (approval number: 1104/2020). In our study, we analyze anonymized data only. Conflicts of InterestThe authors declare no conflicts of interest. Conflicts of Interest The authors declare no conflicts of interest."

Evidence found in paper:

"Funding Open access funding provided by Johannes Kepler University Linz. This work was supported by the projects Medical Cognitive Computing Center (Wi-2018–439843) and AI-MOTION (LIT- 2018–6-YOU-212)."

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Open Access
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Last Updated: Aug 05, 2025