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Works (5)

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

JMIR Medical Informatics
2022-11-10 | Journal article
DOI: 10.2196/41342
Contributors: Pei-Fu Chen; Tai-Liang He; Sheng-Che Lin; Yuan-Chia Chu; Chen-Tsung Kuo; Feipei Lai; Ssu-Ming Wang; Wan-Xuan Zhu; Kuan-Chih Chen; Lu-Cheng Kuo et al.
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Crossref

Automatic International Classification of Diseases Coding System: Deep Contextualized Language Model With Rule-Based Approaches

JMIR Medical Informatics
2022-06-29 | Journal article
DOI: 10.2196/37557
Contributors: Pei-Fu Chen; Kuan-Chih Chen; Wei-Chih Liao; Feipei Lai; Tai-Liang He; Sheng-Che Lin; Wei-Jen Chen; Chi-Yu Yang; Yu-Cheng Lin; I-Chang Tsai et al.
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Crossref

Predicting Postoperative Mortality With Deep Neural Networks and Natural Language Processing: Model Development and Validation

JMIR Medical Informatics
2022-05-10 | Journal article
DOI: 10.2196/38241
Contributors: Pei-Fu Chen; Lichin Chen; Yow-Kuan Lin; Guo-Hung Li; Feipei Lai; Cheng-Wei Lu; Chi-Yu Yang; Kuan-Chih Chen; Tzu-Yu Lin
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Crossref

Automatic ICD-10 Coding and Training System: Deep Neural Network Based on Supervised Learning

JMIR Medical Informatics
2021-08-31 | Journal article
DOI: 10.2196/23230
Contributors: Pei-Fu Chen; Ssu-Ming Wang; Wei-Chih Liao; Lu-Cheng Kuo; Kuan-Chih Chen; Yu-Cheng Lin; Chi-Yu Yang; Chi-Hao Chiu; Shu-Chih Chang; Feipei Lai
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Crossref

No single pressure support level can prevent residual neuromuscular blockade prior to postoperative extubation: A prospective study.

Journal of clinical anesthesia
2021-05-08 | Journal article
DOI: 10.1016/j.jclinane.2021.110259
PMID: 33975096
Source: Self-asserted source
Pei-Fu Chen

Peer review (1 review for 1 publication/grant)

Review activity for International journal of medical informatics. (1)
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