| Status | Professor |
|---|---|
| Name | Chun-Yuan Lin(林俊淵) |
| Position | Professor, Mentors |
| Education | Ph.D., Department of Information Engineering and Computer Science, Feng Chia University, Taichung, Taiwan. |
| Extension | 1814 |
| Research Areas | Parallel Processing (Languages, Algorithms). Bioinformatics (Genomics, Proteomics, Systems Biology, Next-Generation Sequencing). Cheminformatics (Drug Design, Computational Chemistry). Neurocomputing (Drosophila brain research) Machine Learning (Deep Learning, Extreme Learning Machine, SVM, Neural Network) |
| Office hour | Office hour |
| Office | I623 |
| Experience | CEO, AI Research Center, Chang Gung University Deputy Director, AI Research Center, Chang Gung University Deputy Director of the Medical AI Core Lab, Chang Gung Memorial Hospital Professor, Bachelor of Artificial Intelligence, Chang Gung University Professor, Department of Computer Science and Information Engineering, Chang Gung University Associate Professor, Department of Computer Science and Information Engineering, Chang Gung University Assistant Professor, Department of Computer Science and Information Engineering, Chang Gung University Postdoctoral Researcher, Department of Computer Science, National Tsing Hua University Postdoctoral Researcher, Institute of Molecular and Cell Biology, National Tsing Hua University |
| Home-room Teacher | 4A Advisor, Mentor |
| Year | Paper Title |
|---|---|
| 2025 | 徐任甫(Jen-Fu Hsu)、林英志(Ying-Chih LiN)、林俊淵(Chun-Yuan Lin)、朱世明(Shih-Ming Chu)、Hui-Jun Cheng、Hsuan-Rong Huang、Chen-Chu Liao(Chen-Chu Liao)*、Rei-Huei Fu、Ming-Horng Tsai, Deep learning models for early and accurate diagnosis of ventilator-associated pneumonia in mechanically ventilated neonates, COMPUTERS IN BIOLOGY AND MEDICINE, vol.189, 2025 |
| 2024 | Yu-Ruey Liu、Oswald Ndi Nfor、鍾季涵(Ji-Han Zhong)、林俊淵(Chun-Yuan Lin)、廖勇柏(Yung-Po Liaw)*, Risk Factors for Gout in Taiwan Biobank: A Machine Learning Approach, JCR-JOURNAL OF CLINICAL RHEUMATOLOGY, vol.17 pp.9847-9856, 2024 |
| 2024 | 林俊淵(Chun-Yuan Lin)、Brij Bhooshan Gupta、許慶賢(Ching-Hsien Hsu)*, Privacy-Centric AI and IoT Solutions for Smart Rural Farm Monitoring and Control, SENSORS, 2024 |
| 2023 | 林俊淵(Chun-Yuan Lin)、Mosiur Rahaman(Mosiur Rahaman)*、穆馬速(Massoud Moslehpour)、Sourasis Chattopadhyay、Varsha Arya, Web Semantic Based MOOP Algorithm for Facilitating Allocation Problem in Supply Chain Domain, International Journal on Semantic Web and Information Systems, vol.19 no.1 pp.1-23, 2023 |
| 2022 | 鄭卉君(Hui-Jun Cheng)、許慶賢(Ching-Hsien Hsu)、洪哲倫(Che Lun Hung)、林俊淵(Chun-Yuan Lin)*, A review for Cell and Particle Tracking on Microscopy Images using Algorithms and Deep Learning Technologies, Biomedical Journal, 2022 |
| 2021 | Jen-Fu Hsu、Ying-Feng Chang、Hui-Jun Cheng、Chi Yang、林俊淵(Chun-Yuan Lin)、Shih-Ming Chu、Hsuan-Rong Huang、Ming-Chou Chiang、Hsiao-Chin Wang、Ming-Horng Tsai(Ming-Horng Tsai)*, Machine Learning Approaches to Predict In-Hospital Mortality among Neonates with Clinically Suspected Sepsis in the Neonatal Intensive Care Unit, Journal of Personalized Medicine, vol.11 no.8 pp.695-, 2021 |
| 2021 | Jian-Wen Chen、Wan-Ju Lin、林俊淵(Chun-Yuan Lin)、Che-Lun Hung、Chen-Pang Hou(Chen-Pang Hou)*、Chuan-Yi Tang, An Automatic Bleeding-Rank System for Transurethral Resection of the Prostate Surgery Videos Using Machine learning, Diagnostics, vol.11 pp.1767-, 2021 |
| 2021 | Jen-Fu Hsu、Chi Yang、林俊淵(Chun-Yuan Lin)、Shih-Ming Chu、Hsuan-Rong Huang、Ming-Chou Chiang、Hsiao-Chin Wang、Wei-Chao Liao、Rei-Huei Fu、Ming-Horng Tsai(Ming-Horng Tsai)*, Machine Learning Algorithms to Predict Mortality of Neonates on Mechanical Intubation for Respiratory Failure, Biomedicines, vol.9 pp.1377-, 2021 |
| Date of Publication | Paper Title |
|---|---|
| 2024.11 | 王宗維(Tzung-Wei Wang)、黎銘匡(Ming-Kuang Li)、婁德權(Der-Chyuan Lou)、林俊淵(Chun-Yuan Lin), Exploring Taiwan Monkeypox Virus (MPOX/MPXV) Clade IIb by Establishing Dataset and Clustering by using Sequence and Image Similarity Comparisons , CIIS 2024: 2024 The 7th International Conference on Computational Intelligence and Intelligent Systems, Nov. 2024, Nagoya, Japan |
| 2023.10 | 鄭卉君(Hui-Jun Cheng)、曾聖副(Sheng-Fu Zeng)、林俊淵(Chun-Yuan Lin), Platform Construction to Protect Portraits of Others , CCCI 2023: International Conference on Communications, Computing, Cybersecurity, and Informatics 2023, Oct. 2023, Chongqing Shi, China |
| 2023.10 | Mosiur Rahaman、林俊淵(Chun-Yuan Lin)、穆馬速(Massoud Moslehpour), SAPD: Secure Authentication Protocol Development for Smart Healthcare Management Using IoT , 2023 IEEE 12th Global Conference on Consumer Electronics, Oct. 2023, Japan |
| Project Title | Participator | Period |
|---|---|---|
| 建置基於顯微鏡圖像之細胞-粒子相互作用分析平臺 ( NSTC 113-2221-E-468-015 ) | 林俊淵(Chun-Yuan Lin)、洪哲倫 | 2024.08 ~ 2025.07 |
| 發展結合深度學習、集成學習、組合融合技術於無顯影劑電腦斷層影像之肺動脈栓塞辨識方法與評估策略 (NSTC 112-2221-E-468-018-) | 林俊淵(Chun-Yuan Lin)、王昭能(Charles C.N. Wang) | 2023.08 ~ 2024.07 |
| 建置基於深度學習及無造影劑電腦斷層影像之肺栓塞辨識平台 (ASIA-111-CMUH-11) | 林俊淵(Chun-Yuan Lin)、林家葳、鍾侑庭(Yu-Ting Chung) | 2022.11 ~ 2023.10 |
| 基於AIoT、邊緣運算、雲端微服務、區塊鏈與臨床實證之安全智慧化高 齡者整合照護(ICOPE)服務與場域實證：實踐運動促進、飲食促進、社交促進、心智 促進之無感監測．有感服務模式－子計畫二：從步態預測失能風險之智慧監控系統及 具預防及延緩失能的體適能運動促進服務模式建置 (MOST 110-2221-E-468-016) | 林俊淵(Chun-Yuan Lin)、曾俊儒、鄭卉君、許建隆、林沿妊 | 2021.08 ~ 2022.07 |
| Award Name | Awarding Unit |
|---|---|
| 110學年度校級優良班級導師 | 本校 |
| Category | Course Code | Course Title | Year |
|---|---|---|---|
| 研究所博士班 | EE100109A | 專題講座(二) | 113 |
| 大學日間部 | XDU00261A | 長期照護與資料科學 | 113 |
| 大學日間部 | XDU00267A | 資料科學在教育數據上的應用 | 113 |
