Browsing by author "Poon, Josiah"
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Clinical features and the traditional Chinese medicine therapeutic characteristics of 293 COVID-19 inpatient cases
Shu, Zixin; Zhou, Yana; Chang, Kai; Liu, Jifen; Min, Xiaojun; Zhang, Qing; Sun, Jing; Xiong, Yajuan; Zou, Qunsheng; Zheng, Qiguang; Ji, Jinghui; Poon, Josiah; Liu, Baoyan; Zhou, Xuezhong; Li, XiaodongPublished 2020Coronavirus disease 2019 (COVID-19) is now pandemic worldwide and has heavily overloaded hospitals in Wuhan City, China during the time between late January and February. We reported the clinical features and therapeutic ...Article -
CovidXrayNet: Optimizing data augmentation and CNN hyperparameters for improved COVID-19 detection from CXR
Monshi, Maram Mahmoud A; Poon, Josiah; Chung, Vera; Monshi, Fahad MahmoudPublished 2021To mitigate the spread of the current coronavirus disease 2019 (COVID-19) pandemic, it is crucial to have an effective screening of infected patients to be isolated and treated. Chest X-Ray (CXR) radiological imaging coupled ...Article -
Deep learning in generating radiology reports: A survey
Monshi, Maram Mahmoud A.; Poon, Josiah; Chung, VeraPublished 2020Substantial progress has been made towards implementing automated radiology reporting models based on deep learning (DL). This is due to the introduction of large medical text/image datasets. Generating radiology coherent ...Article -
Phenonizer: A Fine-Grained Phenotypic Named Entity Recognizer for Chinese Clinical Texts
Zou, Qunsheng; Yang, Kuo; Shu, Zixin; Chang, Kai; Zheng, Qiguang; Zheng, Yi; Lu, Kezhi; Xu, Ning; Tian, Haoyu; Li, Xiaomeng; Yang, Yuxia; Zhou, Yana; Yu, Haibin; Zhang, Xiaoping; Xia, Jianan; Zhu, Qiang; Poon, Josiah; Poon, Simon; Zhang, Runshun; Li, Xiaodong; Zhou, XuezhongPublished 2022Biomedical named entity recognition (BioNER) from clinical texts is a fundamental task for clinical data analysis due to the availability of large volume of electronic medical record data, which are mostly in free text ...Article
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