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 Education

School — Major — Degree Duration

國立交通大學 — 電子研究所(畢) — 博士

Doctorate, Institute of Electronics, National Chiao Tung University

2011/09 — 2020/12

國立交通大學 — 電機資訊學士班(畢) — 學士

Bachelor, Electrical Engineering and Computer Science Undergraduate Honors Program, National Chiao Tung University

2005/09 — 2009/06

 Intramural Experience

Office/Department/Institute Position Duration
基礎科學教育中心 Center for Fundamental Science Education   Assistant Professor 2026/02/01 —  

 Extramural Experience

 

 Discipline

 

 Research & Technology Platform Open to the Outside

https://sites.google.com/view/jackychwu

 Interested Area(s)for Interdisciplinary Research

機器學習、人工智慧、最佳化、影像分析、生醫與工業應用

Machine Learning, Artificial Intelligence, Optimization, Image Analysis, Biomedical and Industrial Applications

 Area(s) of Expertise & Research

機器學習、人工智慧、最佳化、影像分析、生醫與工業應用

Machine Learning, Artificial Intelligence, Optimization, Image Analysis, Biomedical and Industrial Applications

 Publication

NO Publication
1

Artificial Intelligence Applications in the Diagnosis, Treatment, and Prognosis of Hepatocellular Carcinoma.
呂明穎, 吳崇豪, 盧鴻興, Eslam M, 余明隆* - - 1 - GUT AND LIVER - GUT AND LIVER 2026 20卷(1期):5-23.頁
(IF: 3.2, 領域排名: 53, 領域期刊數: 147, 領域排名: 36.05%)

Artificial Intelligence Applications in the Diagnosis, Treatment, and Prognosis of Hepatocellular Carcinoma.
Ming-Ying Lu, Jacky Chung-Hao Wu, Henry Horng-Shing Lu, Mohammed Eslam, Ming-Lung Yu* - - 1 - GUT AND LIVER - GUT AND LIVER 2026;20(1):5-23.
(IF: 3.2, Journal Ranking: 53, Number of Journals of this Field: 147, Ranking: 36.05%)

2

Echocardiographic Evaluation in Children with Post-Acute Sequelae of SARS-CoV-2 Infection Using Deep Learning.
Yi-Chin Peng, Yi-Jen Huang#, Xiao-Ling Liu#, 吳崇豪#, Pang-Yan Liu, Yu-Lung Hsu, Pei-Chi Chen, Lawrence Shih-Hsin Wu, Hui-Ju Tsai, Wei-Wen Chen, Kai-Sheng Hsieh*, 盧鴻興*, Jiu-Yao Wang* - - 1 - JOURNAL OF IMAGING INFORMATICS IN MEDICINE - JOURNAL OF IMAGING INFORMATICS IN MEDICINE 2026 2026卷(1期):1-11頁
(IF: 0, 領域排名: 0, 領域期刊數: 213, 領域排名: 0.00%)

Echocardiographic Evaluation in Children with Post-Acute Sequelae of SARS-CoV-2 Infection Using Deep Learning.
Yi-Chin Peng, Yi-Jen Huang, Xiao-Ling Liu, Jacky Chung-Hao Wu, Pang-Yan Liu, Yu-Lung Hsu, Pei-Chi Chen, Lawrence Shih-Hsin Wu, Hui-Ju Tsai, Wei-Wen Chen, Kai-Sheng Hsieh, Henry Horng-Shing Lu, Jiu-Yao Wang - - 1 - JOURNAL OF IMAGING INFORMATICS IN MEDICINE - JOURNAL OF IMAGING INFORMATICS IN MEDICINE 2026;2026(1):1-11
(IF: 0, Journal Ranking: 0, Number of Journals of this Field: 213, Ranking: 0.00%)

3

Learning-Based Progression Detection of Alzheimer's Disease Using 3D MRI Images
吳崇豪, Tzu-Chi Chien, Chiung-Chih Chang, Hsin- I Chang, Hui-Ju Tsai, Min-Yu Lan, Nien-Chen Wu, 盧鴻興* - - 1 - INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS - INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 2025 2025卷(1期):3981977頁
(IF: 3.7, 領域排名: 77, 領域期刊數: 204, 領域排名: 37.75%)

Learning-Based Progression Detection of Alzheimer's Disease Using 3D MRI Images
Jacky Chung-Hao Wu, Tzu-Chi Chien, Chiung-Chih Chang, Hsin- I Chang, Hui-Ju Tsai, Min-Yu Lan, Nien-Chen Wu, Henry Horng-Shing Lu - - 1 - INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS - INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 2025;2025(1):3981977
(IF: 3.7, Journal Ranking: 77, Number of Journals of this Field: 204, Ranking: 37.75%)

4

Automatic classification of temporomandibular joint disorders by magnetic resonance imaging and convolutional neural networks.
Ting-Yi Su, 吳崇豪#, Wen-Chi Chiu, Tzeng-Ji Chen, Wen-Liang Lo*, 盧鴻興* - - 1 - JOURNAL OF DENTAL SCIENCES - JOURNAL OF DENTAL SCIENCES 2025 20卷(1期):393-401頁
(IF: 3.4, 領域排名: 17, 領域期刊數: 157, 領域排名: 10.83%)

Automatic classification of temporomandibular joint disorders by magnetic resonance imaging and convolutional neural networks.
Ting-Yi Su, Jacky Chung-Hao Wu, Wen-Chi Chiu, Tzeng-Ji Chen, Wen-Liang Lo, Henry Horng-Shing Lu - - 1 - JOURNAL OF DENTAL SCIENCES - JOURNAL OF DENTAL SCIENCES 2025;20(1):393-401
(IF: 3.4, Journal Ranking: 17, Number of Journals of this Field: 157, Ranking: 10.83%)

5

Identifying the presence of atrial fibrillation during sinus rhythm using a dual-input mixed neural network with ECG coloring technology.
Wei-Wen Chen, Chih-Min Liu#, Chien-Chao Tseng, Ching-Chun Huang, I-Chien Wu, Pei-Fen Chen, Shih-Lin Chang, Yenn-Jiang Lin, Li-Wei Lo, Fa-Po Chung, Tze-Fan Chao, Ta-Chuan Tuan, Jo-Nan Liao, Chin-Yu Lin, Ting-Yung Chang, Ling Kuo, Cheng-I Wu, Shin-Huei Liu, 吳崇豪, Yu-Feng Hu*, Shih-Ann Chen*, 盧鴻興* - - 1 - BMC MEDICAL RESEARCH METHODOLOGY - BMC MEDICAL RESEARCH METHODOLOGY 2024 24卷(1期):318頁
(IF: 3.9, 領域排名: 23, 領域期刊數: 174, 領域排名: 13.22%)

Identifying the presence of atrial fibrillation during sinus rhythm using a dual-input mixed neural network with ECG coloring technology.
Wei-Wen Chen, Chih-Min Liu#, Chien-Chao Tseng, Ching-Chun Huang, I-Chien Wu, Pei-Fen Chen, Shih-Lin Chang, Yenn-Jiang Lin, Li-Wei Lo, Fa-Po Chung, Tze-Fan Chao, Ta-Chuan Tuan, Jo-Nan Liao, Chin-Yu Lin, Ting-Yung Chang, Ling Kuo, Cheng-I Wu, Shin-Huei Liu, Jacky Chung-Hao Wu, Yu-Feng Hu*, Shih-Ann Chen*, Henry Horng-Shing Lu* - - 1 - BMC MEDICAL RESEARCH METHODOLOGY - BMC MEDICAL RESEARCH METHODOLOGY 2024;24(1):318
(IF: 3.9, Journal Ranking: 23, Number of Journals of this Field: 174, Ranking: 13.22%)

6

Online Linearized Confidence-Weighted Learning on a Budget
吳崇豪, Yu-Shiou Lin, 盧鴻興*, Hsueh-Ming Hang - - 1 - Advanced Intelligent Systems - ADVANCED INTELLIGENT SYSTEMS 2024 7卷(2期):2400345頁
(IF: 6.8, 領域排名: 9, 領域期刊數: 84, 領域排名: 10.71%)

Online Linearized Confidence-Weighted Learning on a Budget
Jacky Chung-Hao Wu, Yu-Shiou Lin, Henry Horng-Shing Lu*, Hsueh-Ming Hang - - 1 - Advanced Intelligent Systems - ADVANCED INTELLIGENT SYSTEMS 2024;7(2):2400345
(IF: 6.8, Journal Ranking: 9, Number of Journals of this Field: 84, Ranking: 10.71%)

7

Deep-Learning-Based Automated Anomaly Detection of EEGs in Intensive Care Units.
吳崇豪, Nien-Chen Liao#, Ta-Hsin Yang, Chen-Cheng Hsieh, Jin-An Huang, Yen-Wei Pai, Yi-Jhen Huang, Chieh-Liang Wu*, 盧鴻興* - - 1 - BIOENGINEERING (BASEL, SWITZERLAND) - BIOENGINEERING-BASEL 2024 11卷(5期):421頁
(IF: 3.8, 領域排名: 44, 領域期刊數: 122, 領域排名: 36.07%)

Deep-Learning-Based Automated Anomaly Detection of EEGs in Intensive Care Units.
Jacky Chung-Hao Wu, Nien-Chen Liao, Ta-Hsin Yang, Chen-Cheng Hsieh, Jin-An Huang, Yen-Wei Pai, Yi-Jhen Huang, Chieh-Liang Wu, Henry Horng-Shing Lu - - 1 - BIOENGINEERING (BASEL, SWITZERLAND) - BIOENGINEERING-BASEL 2024;11(5):421
(IF: 3.8, Journal Ranking: 44, Number of Journals of this Field: 122, Ranking: 36.07%)

8

A Deep Learning Approach to Classify Fabry Cardiomyopathy from Hypertrophic Cardiomyopathy Using Cine Imaging on Cardiac Magnetic Resonance.
Wei-Wen Chen, Ling Kuo#, Yi-Xun Lin, Wen-Chung Yu, Chien-Chao Tseng, Yenn-Jiang Lin, Ching-Chun Huang, Shih-Lin Chang, 吳崇豪, Chun-Ku Chen, Ching-Yao Weng, Siwa Chan, Wei-Wen Lin, Yu-Cheng Hsieh, Ming-Chih Lin, Yun-Ching Fu, Tsung Chen, Shih-Ann Chen*, 盧鴻興* - - A - INTERNATIONAL JOURNAL OF BIOMEDICAL IMAGING - INTERNATIONAL JOURNAL OF BIOMEDICAL IMAGING 2024 2024卷(1期):6114826頁
(IF: 3.3, 領域排名: 53, 領域期刊數: 122, 領域排名: 43.44%)

A Deep Learning Approach to Classify Fabry Cardiomyopathy from Hypertrophic Cardiomyopathy Using Cine Imaging on Cardiac Magnetic Resonance.
Wei-Wen Chen, Ling Kuo, Yi-Xun Lin, Wen-Chung Yu, Chien-Chao Tseng, Yenn-Jiang Lin, Ching-Chun Huang, Shih-Lin Chang, Jacky Chung-Hao Wu, Chun-Ku Chen, Ching-Yao Weng, Siwa Chan, Wei-Wen Lin, Yu-Cheng Hsieh, Ming-Chih Lin, Yun-Ching Fu, Tsung Chen, Shih-Ann Chen, Henry Horng-Shing Lu - - A - INTERNATIONAL JOURNAL OF BIOMEDICAL IMAGING - INTERNATIONAL JOURNAL OF BIOMEDICAL IMAGING 2024;2024(1):6114826
(IF: 3.3, Journal Ranking: 53, Number of Journals of this Field: 122, Ranking: 43.44%)

9

Precision Identification of Locally Advanced Rectal Cancer in Denoised CT Scans Using EfficientNet and Voting System Algorithms.
Chun-Yu Lin, 吳崇豪, Yen-Ming Kuan, Yi-Chun Liu, Pi-Yi Chang, Jun-Peng Chen, 盧鴻興*, Oscar Kuang-Sheng Lee* - - 1 - BIOENGINEERING (BASEL, SWITZERLAND) - BIOENGINEERING-BASEL 2024 11卷(4期):399頁
(IF: 3.8, 領域排名: 44, 領域期刊數: 122, 領域排名: 36.07%)

Precision Identification of Locally Advanced Rectal Cancer in Denoised CT Scans Using EfficientNet and Voting System Algorithms.
Chun-Yu Lin, Jacky Chung-Hao Wu, Yen-Ming Kuan, Yi-Chun Liu, Pi-Yi Chang, Jun-Peng Chen, Henry Horng-Shing Lu, Oscar Kuang-Sheng Lee - - 1 - BIOENGINEERING (BASEL, SWITZERLAND) - BIOENGINEERING-BASEL 2024;11(4):399
(IF: 3.8, Journal Ranking: 44, Number of Journals of this Field: 122, Ranking: 36.07%)

10

Dynamically Synthetic Images for Federated Learning of medical images.
吳崇豪, Hsuan-Wen Yu#, Tsung-Hung Tsai#, 盧鴻興* - - 1 - COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE - COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023 242卷(1期):107845頁
(IF: 4.8, 領域排名: 20, 領域期刊數: 147, 領域排名: 13.61%)

Dynamically Synthetic Images for Federated Learning of medical images.
Jacky Chung-Hao Wu, Hsuan-Wen Yu, Tsung-Hung Tsai, Henry Horng-Shing Lu - - 1 - COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE - COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023;242(1):107845
(IF: 4.8, Journal Ranking: 20, Number of Journals of this Field: 147, Ranking: 13.61%)

11

Budgeted Passive-Aggressive Learning for Online Multiclass Classification
吳崇豪, 盧鴻興*, Hsueh-Ming Hang - - 1 - IEEE Access - IEEE ACCESS 2020 8卷(1期):227420-227437頁
(IF: 3.6, 領域排名: 93, 領域期刊數: 258, 領域排名: 36.05%)

Budgeted Passive-Aggressive Learning for Online Multiclass Classification
Chung-Hao Wu, Henry Horng-Shing Lu, Hsueh-Ming Hang - - 1 - IEEE Access - IEEE ACCESS 2020;8(1):227420-227437
(IF: 3.6, Journal Ranking: 93, Number of Journals of this Field: 258, Ranking: 36.05%)

 Project

NO
YEAR — Source — No — Type
Project Name
Duration
1
114 — N 國科會(原科技部) — NSTC114-2124-M-037-002 — 2 整合型
智慧資料建模之深度學習方法:從訊號、影像到串流的整合研究-結合線上學習與深度學習之串流預測方法(1/3)( )
2025/12/01 ~ 2026/11/30

 Patent