醫師介紹

Doctor Introduction

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個人介紹

Kuo-Chen Wu
Kuo-Chen Wu

演算法助理工程師

吳國禎 Kuo-Chen Wu

演算法助理工程師
醫學影像處理 正子造影分析 深度學習 機器學習 特徵工程
相關連結
學術論文

期刊論文

期刊論文/Journal Paper
(作者群,論文題目,期刊名稱,出版年月,卷號(期別):頁次起迄)
日期
1 吳國禎(Kuo-Chen Wu)、陳尚文(Chen, Shang-Wen)、張瑞峰(CHANG RUEY-FENG)、謝德鈞(Te-Chun Hsieh)、顏國揚(Kuo-Yang Yen)、張朝任(CHANG CHAO JEN)、許宗凱(Zong-Kai Hsu)、葉依純(Yi-Chun, Yeh)、(Yuan-Yen Chang)*、高嘉鴻(Chia-Hung Kao)*,Early prediction of radiotherapy outcomes in pharyngeal cancer using deep learning on baseline [18F]Fluorodeoxyglucose positron emission Tomography/Computed tomography,EUROPEAN JOURNAL OF RADIOLOGY,2024 Dec,181(12):1-9 2024 . 12
2 吳國禎(Kuo-Chen Wu)、陳尚文(Chen, Shang-Wen)、謝德鈞(Te-Chun Hsieh)、顏國揚(Kuo-Yang Yen)、張朝任(CHANG CHAO JEN)、郭倢(KUO YU-CHIEH)、張瑞峰(CHANG RUEY-FENG)、高嘉鴻(Chia-Hung Kao)*,Early prediction of distant metastasis in patients with uterine cervical cancer treated with definitive chemoradiotherapy by deep learning using pretreatment [18F]fluorodeoxyglucose positron emission tomography/computed tomography,NUCLEAR MEDICINE COMMUNICATIONS,2024 Mar,45(3):196-202 2024 . 03
3 黃兆熊(HUANG CHAO-HSIUNG)、(Han-Jung Hsiao)、葉佩純(Pei-Chun,Yeh)、吳國禎(Kuo-Chen Wu)、高嘉鴻(Chia-Hung Kao)*,Performance of ChatGPT on Stage 1 of the Taiwanese medical licensing exam,Digital Health,2024 Feb,10():1-8 2024 . 02
4 王又德(Yu-De Wang)、黃志平(Chi-Ping Huang)、楊有容(You-Rong Yang)、吳錫金(Hsi-Chin Wu)、徐右儒(HSU YU-JU)、葉依純(Yi-Chun, Yeh)、葉佩純(Pei-Chun,Yeh)、吳國禎(Kuo-Chen Wu)、高嘉鴻(Chia-Hung Kao)*,Machine Learning and Radiomics of Bone Scintigraphy: Their Role in Predicting Recurrence of Localized or Locally Advanced Prostate Cancer,Diagnostics,2023 Nov,13(21):3380 2023 . 11
5 吳國禎(Kuo-Chen Wu)、陳尚文(Chen, Shang-Wen)、謝德鈞(Te-Chun Hsieh)、顏國揚(Kuo-Yang Yen)、張朝任(CHANG CHAO JEN)、郭倢(KUO YU-CHIEH)、徐右儒(HSU YU-JU)、張瑞峰(CHANG RUEY-FENG)、高嘉鴻(Chia-Hung Kao)*,Imaging prediction of KRAS mutation in patients with rectal cancer through deep metric learning by using pretreatment [18F]Fluorodeoxyglucose positron emission tomography/computed tomography,BRITISH JOURNAL OF RADIOLOGY,2023 Sep,(): 2023 . 09
6 邱伯凡(Po-Fan Chiu)、(Chen-Hao Chang)、(Yung-Chi Lai)、吳國禎(Kuo-Chen Wu)、王冠斌(WANG KUAN-PIN)、邱有朋(CHIU YOU-PENG)、(Hui-Ru Ji)、高嘉鴻(Chia-Hung Kao)、邱正廸(Cheng-Di Chiu)*,Machine Learning Assisting the Prediction of Clinical Outcomes following Nucleoplasty for Lumbar Degenerative Disc Disease,Diagnostics,2023 May,13(11):1863 2023 . 05
7 (Yung-Chi Lai)、吳國禎(Kuo-Chen Wu)、張朝任(CHANG CHAO JEN)、陳奕瑾(Yi-Jin Chen)、王冠斌(WANG KUAN-PIN)、鄭隆賓(Long-Bin Jeng)*、高嘉鴻(Chia-Hung Kao)*,Predicting Overall Survival with Deep Learning from 18F-FDG PET-CT Images in Patients with Hepatocellular Carcinoma before Liver Transplantation,Diagnostics,2023 Mar,13(5):981 2023 . 03
8 賴勇祈(LAI, YUNG-CHI)、吳國禎(Kuo-Chen Wu)、(Neng-Chuan Tseng)、陳奕瑾(Yi-Jin Chen)、張朝任(CHANG CHAO JEN)、顏國揚(Kuo-Yang Yen)、高嘉鴻(Chia-Hung Kao)*,Differentiation between Malignant and Benign Pulmonary Nodules by Using Automated 3D High-Resolution Representation Learning with FDG PET/CT,Frontiers in Medicine,2022 Feb,9():773041 2022 . 02
9 林詩怡(Shih-Yi Lin)、羅健文(LAW KIN-MAN)、葉依純(Yi-Chun, Yeh)、吳國禎(Kuo-Chen Wu)、賴致翰(Lai, Chih-Han)、林志學(Chih-Hsueh Lin)、徐武輝(Wu-Huei Hsu)、林正介(Cheng-Chieh Lin)、高嘉鴻(Chia-Hung Kao)*,Applying Machine Learning to Carotid Sonographic Features for Recurrent Stroke in Patients With Acute Stroke,Frontiers in Cardiovascular Medicine,2022 Jan,9():804410 2022 . 01
10 吳國禎(Kuo-Chen Wu)、陳尚文(Chen, Shang-Wen)、謝德鈞(Te-Chun Hsieh)、顏國揚(Kuo-Yang Yen)、羅健文(LAW KIN-MAN)、郭倢(KUO YU-CHIEH)、張瑞峰(CHANG RUEY-FENG)*、高嘉鴻(Chia-Hung Kao)*,Prediction of Neoadjuvant Chemoradiotherapy Response in Rectal Cancer with Metric Learning Using Pretreatment 18F-Fluorodeoxyglucose Positron Emission Tomography,Cancers,2021 Dec,13(24):6350 2021 . 12
11 沈偉誌、陳尚文(Shang-Wen Chen)*、吳國禎(Kuo-Chen Wu)、李芃逸(Peng-Yi Lee)、馮俊龍(Chun-Lung Feng)、謝德鈞(Te-Chun Hsieh)、顏國揚(Kuo-Yang Yen)、高嘉鴻(Chia-Hung Kao)*,Predicting pathological complete response in rectal cancer after chemoradiotherapy with a random forest using 18F-fluorodeoxyglucose positron emission tomography and computed tomography radiomics,Annals of Translational Medicine,2020 Mar,8(5):207 2020 . 03

研討會論文

研討會論文/Conference Papers
(發表主題或論文名稱,研討會名稱,演講地點,研討會期間,受邀演講題目)
日期
1 ,中華民國核醫學學會2024年會暨國際學術研討會,和信治癌中心醫院,2024.11.02~2024.11.02,AI Intensify the Prediction Performance of Treatment Outcome through 18F-FDG Positron Emission Tomography/Computed Tomography 2024 . 11
2 Early Prediction of Distant Metastasis in Patients with Uterine Cervical Cancer Treated with Definitive Chemoradiotherapy by Deep Learning Using Pretreatment [18F] Fluorodeoxyglucose PET/CT,中華民國核醫學學會2023年會暨國際學術研討會,台中榮民總醫院,2023.11.12~2023.11.12, 2023 . 11
3 Imaging Prediction of KRAS Mutation in Patients With Rectal Cancer Through Deep Metric Learning by Using Pretreatment [18F]Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography,中華民國核醫學學會2023年會暨國際學術研討會,台中榮民總醫院,2023.11.12~2023.11.12, 2023 . 11
4 Automatic scoring of ultrasound synovial hypertrophy in rheumatoid arthritis through integrating multiple convolutional neural network models,EULAR 2023 European Congress of Rheumatology,MiCo Center, Milan, Italy,2023.05.31~2023.06.03, 2023 . 05

專書

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研究計畫

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專利技術

專利/Patent
(專利名稱,專利類別,專利國別,專利號碼,專利期間)
日期
1 人工智慧輔助之中藥飲片辨識裝置,新型專利,台灣,M640363,2023.4.21~2033.2.9 2023 . 04
2 遷移學習輔助預測系統及方法,發明專利,中國大陸,ZL201911025698.1,2022.12.2~2039.10.25 2022 . 12
3 COMPUTER-AIDED RECOGNITION SYSTEM FOR TREATMENT RESPONSE OF RECTAL CANCER, AND COMPUTER PROGRAM PRODUCT,發明專利,美國,11,164,676 B2,2021.11.2~2039.7.11 2021 . 11
4 遷移學習輔助預測系統、方法及電腦程式產品,發明專利,台灣,I726459,2021.5.1~2039.10.24 2021 . 05
5 電腦輔助直腸癌治療反應預測系統、方法及電腦程式產品,發明專利,台灣,I723312,2021.4.1~2038.12.27 2021 . 04
6 PREDICTION SYSTEM, METHOD AND COMPUTER PROGRAM PRODUCT THEREOF,發明專利,美國,10,896,502 B2,2021.1.19~2039.5.22 2021 . 01
7 腫瘤影像深度學習輔助子宮頸癌患者預後預測系統、方法及電腦程式產品,發明專利,台灣,I681406,2020.1.1~2038.12.19 2020 . 01
8 影像電腦輔助直腸癌治療反應預測系統及方法,發明專利,中國大陸,CN111382756B,2018.12.28~2038.12.28 2018 . 12

獲獎事蹟

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技術轉移

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