A Transformer-Based Model Trained on Large Scale Claims Data for Prediction of Severe COVID-19 Disease Progression-Reference-Cited by-同舟云学术

A Transformer-Based Model Trained on Large Scale Claims Data for Prediction of Severe COVID-19 Disease Progression

Published:2023-09 Issue:9 Volume:27 Page:4548-4558
ISSN:2168-2194
Container-title:IEEE Journal of Biomedical and Health Informatics
language:
Short-container-title:IEEE J. Biomed. Health Inform.

Author:

Lentzen Manuel¹^ORCID,Linden Thomas¹,Veeranki Sai²^ORCID,Madan Sumit¹^ORCID,Kramer Diether²,Leodolter Werner²,Fröhlich Holger¹^ORCID

Affiliation:

1. Department of Bioinformatics, Fraunhofer Institute for Algorithms and Scientific Computing (SCAI), Schloss Birlinghoven, Sankt Augustin, Germany

2. Steiermärkische Krankenanstaltengesellschaft m.b.H. (KAGes), Graz, Austria

Funder

Fraunhofer-Gesellschaft

COPERIMOplus

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Health Information Management,Electrical and Electronic Engineering,Computer Science Applications,Health Informatics

Link

http://xplorestaging.ieee.org/ielx7/6221020/10242175/10159467.pdf?arnumber=10159467

Reference49 articles.

1. Accurate prediction of virus-host protein-protein interactions via a Siamese neural network using deep protein sequence embeddings

2. DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome

3. RETAIN: An interpretable predictive model for healthcare using reverse time attention mechanism;choi;NIPS'16 Proc 30th Int Conf Neural Inf Process Syst,2016

4. BERT: Pre-training of deep bidirectional transformers for language understanding;devlin;Proc Conf North Amer Chapter Assoc Comput Linguistics Hum Lang Technol,0

5. ProtTrans: Towards cracking the language of life's code through self-supervised deep learning and high performance computing;elnaggar,2021

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