林俊淵 教授
| 個人及教師歷程網頁 |
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| 期刊論文 |
| Yu-Ruey Liu(Yu-Ruey Liu)*、林俊淵(Chun-Yuan Lin)、Yo-Yu Liu、Sneha Patnaik、Khemraj Sharma, An Explainable Privacy-Preserving Federated Learning Framework for Collaborative Gout Risk Management Using Gene–Lifestyle Data, Journal of Information Technology Management, 2026 |
| Chia-Wei Lin、Wei-Chun Wang、Jia-Lun Huang、Shih-Hao Wu、Chien-Yu Liu、林俊淵(Chun-Yuan Lin)、王昭能(Charles C.N. Wang)*, Machine Learning-Based Risk Stratification for Symptomatic Intracranial Hemorrhage and 3-month Prognosis Following Intravenous Thrombolysis, Cerebrovascular Diseases Extra, 2026 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 研討會論文 |
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| 張華蘋(HUA-PIN, CHANG)、吳樺姍(Wu, Hua-Shan)、林俊淵(Chun-Yuan Lin), SmartNurse: A Generative AI System based on Assessment for Learning (AfL) to Enhance Undergraduate Nursing Research Literacy , 9th Asia Pacific Nurses Convention (ASPAN 2026), Jun. 2026, Singapore |
| 涂崇一(Chung-Yi Tu)、Ho Wai Yuen、林俊淵(Chun-Yuan Lin)、SHENG CHIH YANG、Ko-Fu Wang, Learning Analytics System Using Machine Learning and LLM, Based Report Generation - 2026 14th International Conference on Information and Education Technology (ICIET 2026), Apr. 2026, Japan |
| Tzung-Wei Wang、Ming-Kuang Li、Der-Chyuan Lou、林俊淵(Chun-Yuan Lin), Explore Covid, 19 virus bulk sequences from MN908947/ NC_045512, ＭU to Omicron LP.8 and NB.1.8.1 series ORF3a image for rapid detection and analysis - 2025 Second International Conference on Artificial Intelligence for Medicine, Health, and Care (AIxMHC), Oct. 2025, 台灣/台中 |
| 羊詠秀(Yung-Hsiu Yang)、廖振淇(Chen-Chi Liao)、林俊淵(Chun-Yuan Lin), The Application of E, paper Bedside Cards Integrating Wired and Wireless Technologies: Dynamic Information Updates in Smart Wards - IVSP '25: the 2025 7th International Conference on Image, Video and Signal Processing, Mar. 2025, Kawasaki, Japan |
| 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 |
| 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 |
| 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 |
| 研究計畫 |
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| 結合深度學習、組合融合與大語言模型之腹膜透析導管傷口多模態智能 分析與決策輔助研究 (NSTC 115-2221-E-468 -007 -MY2) |
| 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 ) |
| 113年度大專校院改善節能措施成效計畫 (I113IB147) |
| 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-) |
| 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) |
| 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) |
(04)2332-3456轉6122
mcma@asia.edu.tw
41354 台中市霧峰區柳豐路500號