Deep Learning-Based Time-to-Death Prediction Model for COVID-19 Patients Using Clinical Data and Chest Radiographs.

Publication Year: 2022

DOI:
10.1007/s10278-022-00691-y

PMCID:
PMC9360661

PMID:
35941407

Journal Information

Full Title: J Digit Imaging

Abbreviation: J Digit Imaging

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
4/6
66.7% Transparent
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Evidence found in paper:

"data availability the datasets analyzed during the current study are available in the the cancer imaging archive repository https://doi"

Evidence found in paper:

"detailed processes for development of the deep learning model are shown in the online resource methods b; machine environments are shown in the online resource methods c; an outline of the model is shown in the online resource fig 1 ; and the source code is available online ( https://github com/deepsurv-cnn/ ).; a detailed explanation of the saliency map generation model is shown in the online resource fig 2 and the source code is available online ( https://github com/deepsurv-cnn/ ).; our source codes are available at https://github com/deepsurv-cnn/ ."

Evidence found in paper:

"Declarations Ethics ApprovalSince this dataset is open source, there is no need for review by the ethics board. Competing InterestsThe authors declare no competing interests. Competing Interests The authors declare no competing interests."

Funding Disclosure
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Open Access
Paper is freely available to read
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Assessment Info

Tool: rtransparent

OST Version: N/A

Last Updated: Aug 05, 2025