Výsledky vyhledávání - "Wan-Xuan Zhu"

Akademický článek

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

Autor: 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, Fang-Ming Hung, Yu-Cheng Lin, I-Chang Tsai, Chi-Hao Chiu, Shu-Chih Chang, Chi-Yu Yang

Publikováno v: JMIR Medical Informatics, Vol 10, Iss 11, p e41342 (2022)

BackgroundThe automatic coding of clinical text documents by using the International Classification of Diseases, 10th Revision (ICD-10) can be performed for statistical analyses and reimbursements. With the development of natural language processing

Externí odkaz: https://doaj.org/article/c92b9605379e4ee3864640a08d02d76e

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Successful real-world application of an osteoarthritis classification deep-learning model using 9210 knees-An orthopedic surgeon's view

Autor: Cheng‐Tzu Wang, Brady Huang, Nagaraju Thogiti, Wan‐Xuan Zhu, Chih‐Hung Chang, Jwo‐Luen Pao, Feipei Lai

Publikováno v: Journal of orthopaedic research : official publication of the Orthopaedic Research SocietyREFERENCES.

This study aimed to evaluate the performance of a deep-learning model to evaluate knee osteoarthritis using Kellgren-Lawrence grading in real-life knee radiographs. A deep convolutional neural network model was trained using 8964 knee radiographs fro

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::343839352ff47ac3f818fa16deca4bce
https://pubmed.ncbi.nlm.nih.gov/35822355

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