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 Education

School — Major — Degree Duration

康乃爾大學 — 統計學(畢) — 博士

Doctorate, Statistics, Cornell University

1990/09 — 1994/06

 Intramural Experience

Office/Department/Institute Position Duration
院長室 Superintendent Office   Deputy Superintendent   —  
學士後醫學系 School of Post-Baccalaureate Medicine Distinguished Professor 2024/08/19 — 2027/07/31
高雄醫學大學附設中和紀念醫院 Kaohsiung Medical University Chung/Ho Memorial Hospital   Deputy Superintendent 2024/08/19 — 2027/07/31
學士後醫學系 School of Post-Baccalaureate Medicine   Professor 2024/08/19 —  

 Extramural Experience

 

 Discipline

 

 Research & Technology Platform Open to the Outside

we started to develop a trustworthy AI model Cross-hospital joint training model through federated learning, letting different hospitals can utilize better diagnostic performance. Publications had been accepted and submitted to lots of journals, for example: Deep learning for myocardial ischemia auxiliary diagnosis using CZT SPECT myocardial perfusion imaging, Widen the applicability of a convolutional neural net-work-assisted glaucoma detection algorithm of limited training images across different datasets, Toward automated segmentation for acute ischemic stroke using non-contrast computed tomography, etc...

 Interested Area(s)for Interdisciplinary Research

目前建立了不同的人工智能模型來幫助與我們合作的醫院對疾病作出精確診斷,讓不同的科別能夠利用工具作出更好的診斷性能

Different AI models are being built by lab team to help the hospitals we work with make accurate diagnoses of diseases, so that different departments can use tools to make better diagnostic performance.

 Area(s) of Expertise & Research

統計學、圖像科學、生物訊息學、數據科學、機器學習、人工智慧、生物醫學研究和工業應用

Statistics, image science, bioinformatics, data science, machine learning, artificial intelligence, biomedical studies, and industrial applications

 Publication

NO Publication
1

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: 5, 領域排名: 45, 領域期刊數: 197, 領域排名: 22.84%)

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: 5, Journal Ranking: 45, Number of Journals of this Field: 197, Ranking: 22.84%)

2

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%)

3

Developments in Secure Random Number Generators
Lih-Yuan Deng, Nirman Kumar,盧鴻興, Ching-Chi Yang - - 1 - Wiley Interdisciplinary Reviews :Computational Statistics - WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS 2025 17卷(1期):e70011頁
(IF: 4.4, 領域排名: 7, 領域期刊數: 168, 領域排名: 4.17%)

Developments in Secure Random Number Generators
Lih-Yuan Deng, Nirman Kumar, Henry Horng-Shing Lu, Ching-Chi Yang - - 1 - Wiley Interdisciplinary Reviews :Computational Statistics - WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS 2025;17(1):e70011
(IF: 4.4, Journal Ranking: 7, Number of Journals of this Field: 168, Ranking: 4.17%)

4

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%)

5

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 2024卷(1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;2024(1):2400345
(IF: 6.8, Journal Ranking: 9, Number of Journals of this Field: 84, Ranking: 10.71%)

6

Deep learning-based automatic image classification of oral cancer cells acquiring chemoresistance in vitro.
Hsing-Chuan Hsieh, Cho-Yi Chen, Chung-Hsien Chou, Bou-Yue Peng, Yi-Chen Sun, Tzu-Wei Lin, Yueh Chien, Shih-Hwa Chiou, Kai-Feng Hung*, 盧鴻興* - - 1 - PLOS ONE - PLOS ONE 2024 19卷(11期):e0310304頁
(IF: 2.9, 領域排名: 31, 領域期刊數: 134, 領域排名: 23.13%)

Deep learning-based automatic image classification of oral cancer cells acquiring chemoresistance in vitro.
Hsing-Chuan Hsieh, Cho-Yi Chen, Chung-Hsien Chou, Bou-Yue Peng, Yi-Chen Sun, Tzu-Wei Lin, Yueh Chien, Shih-Hwa Chiou, Kai-Feng Hung, Henry Horng-Shing Lu - - 1 - PLOS ONE - PLOS ONE 2024;19(11):e0310304
(IF: 2.9, Journal Ranking: 31, Number of Journals of this Field: 134, Ranking: 23.13%)

7

Comparative Risk of Neuropsychiatric Adverse Events Associated With Leukotriene-Receptor Antagonists Versus Inhaled Corticosteroids.
Tsung-Chieh Yao*, Jing-Long Huang, Chi-Shin Wu, 盧鴻興, Yen-Chen Chang, Wei-Yu Chen, Hui-Fang Kao, Ann Chen Wu, Hui-Ju Tsai* - - 1 - THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY. IN PRACTICE - JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY-IN PRACTICE 2024 S2213-2198卷(24期):00955-3頁
(IF: 8.2, 領域排名: 4, 領域期刊數: 39, 領域排名: 10.26%)

Comparative Risk of Neuropsychiatric Adverse Events Associated With Leukotriene-Receptor Antagonists Versus Inhaled Corticosteroids.
Tsung-Chieh Yao, Jing-Long Huang, Chi-Shin Wu, Henry Horng-Shing Lu, Yen-Chen Chang, Wei-Yu Chen, Hui-Fang Kao, Ann Chen Wu, Hui-Ju Tsai - - 1 - THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY. IN PRACTICE - JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY-IN PRACTICE 2024;S2213-2198(24):00955-3
(IF: 8.2, Journal Ranking: 4, Number of Journals of this Field: 39, Ranking: 10.26%)

8

Clinical Features and Vaccination Effects among Children with Post-Acute Sequelae of COVID-19 in Taiwan.
Yu-Lung Hsu, Pei-Chi Chen#, Yi-Fen Tsai, Chi-Hung Wei, Lawrence Shi-Hsin Wu, Kai-Sheng Hsieh, Miao-Hsi Hsieh, Huan-Cheng Lai, Chien-Heng Lin, Hsiao-Chuan Lin, Chieh-Ho Chen, An-Chyi Chen, Hung-Chih Lin, I-Ching Chou, Wen-Jue Soong, Kao-Pin Hwang, 盧鴻興, Ruby Pawankar, Hui-Ju Tsai*, Jiu-Yao Wang* - - 1 - VACCINES - VACCINES 2024 12卷(8期):10.3390/vaccines12080910頁
(IF: 5.2, 領域排名: 39, 領域期刊數: 189, 領域排名: 20.63%)

Clinical Features and Vaccination Effects among Children with Post-Acute Sequelae of COVID-19 in Taiwan.
Yu-Lung Hsu, Pei-Chi Chen, Yi-Fen Tsai, Chi-Hung Wei, Lawrence Shi-Hsin Wu, Kai-Sheng Hsieh, Miao-Hsi Hsieh, Huan-Cheng Lai, Chien-Heng Lin, Hsiao-Chuan Lin, Chieh-Ho Chen, An-Chyi Chen, Hung-Chih Lin, I-Ching Chou, Wen-Jue Soong, Kao-Pin Hwang, Henry Horng-Shing Lu, Ruby Pawankar, Hui-Ju Tsai, Jiu-Yao Wang - - 1 - VACCINES - VACCINES 2024;12(8):10.3390/vaccines12080910
(IF: 5.2, Journal Ranking: 39, Number of Journals of this Field: 189, Ranking: 20.63%)

9

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%)

10

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%)

11

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%)

12

Use of artificial intelligence and I-Score for prediction of recurrence before catheter ablation of atrial fibrillation.
Chih-Min Liu*, Wei-Shiang Chen#, Shih-Lin Chang#, Yu-Cheng Hsieh, Yuan-Heng Hsu, Hao-Xiang Chang, Yenn-Jiang Lin, Li-Wei Lo, Yu-Feng Hu, Fa-Po Chung, Tze-Fan Chao, Ta-Chuan Tuan, Jo-Nan Liao, Chin-Yu Lin, Ting-Yung Chang, Ling Kuo, Cheng-I Wu, Mei-Han Wu, Chun-Ku Chen, Ying-Yueh Chang, Yang-Che Shiu, 盧鴻興*, Shih-Ann Chen - - 1 - INTERNATIONAL JOURNAL OF CARDIOLOGY - INTERNATIONAL JOURNAL OF CARDIOLOGY 2024 402卷(1期):131851頁
(IF: 3.2, 領域排名: 62, 領域期刊數: 220, 領域排名: 28.18%)

Use of artificial intelligence and I-Score for prediction of recurrence before catheter ablation of atrial fibrillation.
Chih-Min Liu, Wei-Shiang Chen, Shih-Lin Chang, Yu-Cheng Hsieh, Yuan-Heng Hsu, Hao-Xiang Chang, Yenn-Jiang Lin, Li-Wei Lo, Yu-Feng Hu, Fa-Po Chung, Tze-Fan Chao, Ta-Chuan Tuan, Jo-Nan Liao, Chin-Yu Lin, Ting-Yung Chang, Ling Kuo, Cheng-I Wu, Mei-Han Wu, Chun-Ku Chen, Ying-Yueh Chang, Yang-Che Shiu, Henry Horng-Shing Lu, Shih-Ann Chen - - 1 - INTERNATIONAL JOURNAL OF CARDIOLOGY - INTERNATIONAL JOURNAL OF CARDIOLOGY 2024;402(1):131851
(IF: 3.2, Journal Ranking: 62, Number of Journals of this Field: 220, Ranking: 28.18%)

13

Specific patterns and potential risk factors to predict 3-year risk of death among non-cancer patients with advanced chronic kidney disease by machine learning.
Tzu-Hao Chang, Yu-Da Chen#, 盧鴻興, Jenny L Wu, Katelyn Mak, Cheng-Sheng Yu* - - 1 - MEDICINE - MEDICINE 2024 103卷(7期):e37112頁
(IF: 1.3, 領域排名: 143, 領域期刊數: 325, 領域排名: 44.00%)

Specific patterns and potential risk factors to predict 3-year risk of death among non-cancer patients with advanced chronic kidney disease by machine learning.
Tzu-Hao Chang, Yu-Da Chen, Henry Horng-Shing Lu, Jenny L Wu, Katelyn Mak, Cheng-Sheng Yu - - 1 - MEDICINE - MEDICINE 2024;103(7):e37112
(IF: 1.3, Journal Ranking: 143, Number of Journals of this Field: 325, Ranking: 44.00%)

14

Improving deep-learning electrocardiogram classification with an effective coloring method.
Wei-Wen Chen, Chien-Chao Tseng, Ching-Chun Huang, 盧鴻興* - - 1 - ARTIFICIAL INTELLIGENCE IN MEDICINE - ARTIFICIAL INTELLIGENCE IN MEDICINE 2024 149卷(2024期):102809頁
(IF: 6.1, 領域排名: 4, 領域期刊數: 44, 領域排名: 9.09%)

Improving deep-learning electrocardiogram classification with an effective coloring method.
Wei-Wen Chen, Chien-Chao Tseng, Ching-Chun Huang, Henry Horng-Shing Lu - - 1 - ARTIFICIAL INTELLIGENCE IN MEDICINE - ARTIFICIAL INTELLIGENCE IN MEDICINE 2024;149(2024):102809
(IF: 6.1, Journal Ranking: 4, Number of Journals of this Field: 44, Ranking: 9.09%)

15

Classification of coronary artery disease severity based on SPECT MPI polarmap images and deep learning: A study on multi-vessel disease prediction.
Jui-Jen Chen, Ting-Yi Su#, Chien-Che Huang, Ta-Hsin Yang, Yen-Hsiang Chang*, 盧鴻興* - - 1 - DIGITAL HEALTH - DIGITAL HEALTH 2024 10卷(1期):2055-2076頁
(IF: 2.9, 領域排名: 54, 領域期刊數: 174, 領域排名: 31.03%)

Classification of coronary artery disease severity based on SPECT MPI polarmap images and deep learning: A study on multi-vessel disease prediction.
Jui-Jen Chen, Ting-Yi Su, Chien-Che Huang, Ta-Hsin Yang, Yen-Hsiang Chang, Henry Horng-Shing Lu - - 1 - DIGITAL HEALTH - DIGITAL HEALTH 2024;10(1):2055-2076
(IF: 2.9, Journal Ranking: 54, Number of Journals of this Field: 174, Ranking: 31.03%)

 Project

NO
YEAR — Source — No — Type
Project Name
Duration
1
114 — KC 高醫陽明交大 — NYCUKMU-114-I003 — 2 整合型
透過生成式AI發展數位虛擬護理師提升護理品質( )
2025/01/01 ~ 2025/12/31
2
114 — TC 研究中心計畫 — KMU-TC114A07 — 6 研究中心
KMU校務精進-校級學術研究院-人工智慧生醫研究院(Biomedical Artificial Intelligence Academy)
2024/08/01 ~ 2025/12/31
3
114 — TC 研究中心計畫 — KMU-TC114A07-1 —  
KMU校務精進-校級學術研究院-人工智慧生醫研究院(研究)(Biomedical Artificial Intelligence Academy)
2025/01/01 ~ 2025/12/31

 Patent