LC Chen、MS Pardeshi、YX Liao、KC Pai(白鎧誌) (2025.08). Application of retrieval-augmented generation for interactive industrial knowledge management via a large language model. Computer Standards & Interfaces, 94, 103995.
期刊論文
24筆資料 more...
LC Chen(陳倫奇), HT Weng, MS Pardeshi, CM Chen, RK Sheu(許瑞愷), KC Pai(白鎧誌) (2025.05). Evaluation of Prompt Engineering on the Performance of a Large Language Model in Document Information Extraction. Electronics, 14(11), 14112145.
Pei-Yu Dai, Pei-Yi Lin, Ruey-Kai Sheu(許瑞愷), Shu-Fang Liu, Yu-Cheng Wu, Chieh-Liang Wu, Wei-Lin Chen, Chien-Chung Huang, Guan-Yin Lin, Lun-Chi Chen (2025.02). Predicting Agitation-Sedation Levels in Intensive Care Unit Patients: Development of an Ensemble Model. JMIR Medical Informatics, 13, e63601.
Pei-Yu Dai、Yu-Cheng Wu、Ruey-Kai Sheu(許瑞愷)、Chieh-Liang Wu、Shu-Fang Liu、Pei-Yi Lin、Wei-Lin Cheng、Guan-Yin Lin、Huang-Chien Chung、Lun-Chi Chen(陳倫奇) (2024.03). An automated ICU agitation monitoring system for video streaming using deep learning classification. BMC Medical Informatics and Decision Making, 24(1), 1-10.
Ruey-Kai Sheu(許瑞愷), Yuan-Cheng Lin, Mayuresh Sunil Pardeshi, Chin-Yin Huang(黃欽印), Kai-Chih Pai(白鎧誌), Lun-Chi Chen(陳倫奇), Chien-Chung Huang (2023.10). Adaptive Autonomous Protocol for Secured Remote Healthcare Using Fully Homomorphic Encryption (AutoPro-RHC). Sensors, 23(20), 8504.
Ruey-Kai Sheu(許瑞愷), Mayuresh Sunil Pardeshi, Kai-Chih Pai(白鎧誌), Lun-Chi Chen(陳倫奇), Chieh-Liang Wu, Wei-Cheng Chen (2023.03). Interpretable Classification of Pneumonia Infection Using eXplainable AI (XAI-ICP). IEEE access, 11, 28896-28919.
Chia-Tien Hsu、Kai-Chih Pai(白鎧誌)、Lun-Chi Chen(陳倫奇)、Shau-Hung Lin、Ming-Ju Wu (2023.02). Machine Learning Models to Predict the Risk of Rapidly Progressive Kidney Disease and the Need for Nephrology Referral in Adult Patients with Type 2 Diabetes. International Journal of Environmental Research and Public Health, 20(4), 3396.
Ruey-Kai Sheu(許瑞愷), Mayuresh Sunil Pardeshi*, Lun-Chi Chen(陳倫奇) (2022.10). Autonomous Mutual Authentication Protocol in the Edge Networks. Sensors, 22(19), 7632.
Kai-Chih Pai(白鎧誌), Wen-Cheng Chao, Yu-Len Huang(黃育仁), Ruey-Kai Sheu(許瑞愷), Lun-Chi Chen(陳倫奇), Min-Shian Wang, Shau-Hung Lin, Yu-Yi Yu, Chieh-Liang Wu, Ming-Cheng Chan* (2022.08). Artificial intelligence–aided diagnosis model for acute respiratory distress syndrome combining clinical data and chest radiographs. Digital Health, 8, 20552076221120317.
Ruey-Kai Sheu(許瑞愷), Lun-Chi Che(陳倫奇)*, Chieh-Liang Wu, Mayuresh Sunil Pardeshi, Kai-Chih Pai (白鎧誌), Chien-Chung Huang, Chia-Yu Chen, Wei-Cheng Chen (2022.07). Multi-Modal Data Analysis for Pneumonia Status Prediction Using Deep Learning (MDA-PSP). Diagnostics, 12(7), 1706.
Lun-Chi Chen(陳倫奇), Mayuresh Sunil Pardeshi, Win-Tsung Lo (羅文聰), Ruey-Kai Sheu(許瑞愷)*, Kai-Chih Pai(白鎧誌), Chia-Yu Chen, Pei-Yu Tsai, Yueh-Tiann Tsai (2022.01). Edge-glued wooden panel defect detection using deep learning. Wood Science and Technology, 56(2), 477-507.
Chien-Hao Tseng, Chia-Chien Hsieh, Dah-Jing Jwo, Jyh-Horng Wu, Ruey-Kai Sheu(許瑞愷), Lun-Chi Chen*(陳倫奇) (2021.08). Person Retrieval in Video Surveillance Using Deep Learning–Based Instance Segmentation. Journal of Sensors, 2021, 1-12.
Kai-Chih Pai(白鎧誌), Min-Shian Wang, Yun-Feng Chen, Chien-Hao Tseng, Po-Yu Liu, Lun-Chi Chen(陳倫奇), Ruey-Kai Sheu(許瑞愷), Chieh-Liang Wu (2021.07). An Artificial Intelligence Approach to Bloodstream Infections Prediction. Journal of Clinical Medicine, 10(13), 1-13.
Chun-Te Huang, Rong-Ching Chang, Yi-Lu Tsai, Kai-Chih Pai(白鎧誌),Tsai-Jung Wang, Chia-Tien Hsu ,Cheng-Hsu Chen, Chien-Chung Huang, Min-Shian Wang, Lun-Chi Chen(陳倫奇), Ruey-Kai Sheu(許瑞愷), Chieh-Liang Wu and Chun-Ming Lai*(賴俊鳴) (2021.07). Entropy-Based Time Window Features Extraction for Machine Learning to Predict Acute Kidney Injury in ICU. Applied Sciences. APPLIED SCIENCES-BASEL, 11(14), 1-16.
Yi-Da Wu, Ruey-Kai Sheu(許瑞愷), Chih-Wei Chung, Yen-Ching Wu, Chiao-Chi Ou, Chien-Wen Hsiao, Huang-Chen Chang, Ying-Chieh Huang, Yi-Ming Chen, Win-Tsung Lo(羅文聰), Lun-Chi Chen(陳倫奇), Chien-Chung Huang, Tsu-Yi Hsieh, Wen-Nan Huang, Tsai-Hung Yen, Yun-Wen Chen, Chia-Yu Chen and Yi-Hsing Chen* (2021.04). Application of Supervised Machine Learning to Recognize Competent Level and Mixed Antinuclear Antibody Patterns Based on ICAP International Consensus. Diagnostics, 11(4), 1-17.
Chieh-Liang Wu, Ming-Ju Wu, Lun-Chi Chen(陳倫奇), Ying-Chih Lo, Chien-Chung Huang, Hsiu-Hui Yu, Mayuresh Sunil Pardeshi, Win-Tsung Lo(羅文聰), Ruey-Kai Sheu(許瑞愷) (2021.04). AEP-DLA: Adverse Event Prediction in Hospitalized Adult Patients using Deep Learning Algorithms. IEEE Access, 9, 55673-55689.
Ruey-Kai Sheu(許瑞愷), Lun-Chi Chen(陳倫奇), Mayuresh Sunil Sunil Pardeshi, Kai-Chih Pai(白鎧誌), Chia-Yu Chen (2021.04). AI Landing for Sheet Metal-Based Drawer Box Defect Detection Using Deep Learning (ALDB-DL). Processes, 9(5), 768-768.
Yao-Chung Fan, Si-Ying Huang, Yung-Yu Chen, Lun-Chi Chen(陳倫奇), Fang-Yie Leu(呂芳憶) (2021.01). Word Embedding Quantization for Personalized Recommendation on Storage-Constrained Edge Devices in a Smart Store. Mobile Networks and Applications, 無卷期, 1-14.
Fang-Pang Lin, Lun-Chi Chen(陳倫奇), Ching Yao Lin (2020.12). STUDY OF CYCLIC TRADING PATTERN ON LARGE NETWORK OF UNIFIED INVOICE. Advances in Investment Analysis and Portfolio Management, 10, 131-144.
Ruey-Kai Sheu (許瑞愷), Yuan-Cheng Lin, Chin-Yin Huang (黃欽印), Lun-Chi Chen (陳倫奇*), Mayuresh Sunil Pardeshi, Hsi-Hsien Tseng (2020.07). IDS-DLA: Sheet Metal Part Identification System for Process Automation Using Deep Learning Algorithms. IEEE Access, 8, 127329-127342.
Ruey-Kai Sheu(許瑞愷), Ya-Hsin Teng, Chien-Hao Tseng and Lun-Chi Chen(陳倫奇)* (2020.02). Apparatus and Method of Defect Detection for Resin Films. Applied Science, 10(4), 1-23.
Lun-Chi Chen(陳倫奇), Ruey-Kai Sheu(許瑞愷), Wen-Yi Peng, Jyh-Horng Wu and Chien-Hao Tseng* (2020.02). Video-Based Parking Occupancy Detection for Smart Control System. Applied Sciences, 10(3), 1079-1079.
Ruey-Kai Sheu(許瑞愷), Mayuresh Pardeshi, Lun-Chi Chen(陳倫奇)*, Shyan-Ming Yuan (2019.07). STAM-CCF: Suspicious Tracking Across Multiple Camera Based on Correlation Filters. Sensors, 19(3016), 1-22.
Chien-Hao Tseng, Lun-Chi Chen(陳倫奇), Jyh-Horng Wu, Fang-Pang Lin,Ruey-Kai Sheu(許瑞愷)* (2018.09). An Automated Image Dehazing Method for Flood Detection to Improve Flood Alert Monitoring System. Journal of the National Science Foundation of Sri Lanka, 46(3), 329-339.
研討會論文
7筆資料 more...
Shih-Ying Chang, Hsin-Ta Chiao(焦信達), Ruey-Kai Sheu(許瑞愷), Lun-Chi Chen(陳倫奇), Welly (2021.07). Accelerating Transmission of Streaming Files Based on AL-FEC Protection Blocks. Paper presented at 2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC), Madrid, Spain: IEEE.
Wen-Yi Peng, Lun-Chi Chen(陳倫奇), Ruey-Kai Sheu(許瑞愷), Jyh-Hong Wu, Chien-Hao Tseng* (2019.11). An Efficient Human Tracking Method for Street Light Control System in Smart Surveillance Framework. Paper presented at International Multi-Conference on Engineering and Technology Innovation (IMETI 2019), Kaohsiung: National Formosa University.
Yu-Hsueh Chuo, Ruey-Kai Sheu(許瑞愷), Lun-Chi Chen(陳倫奇) (2019.11). Design and Implementation of a Cross-Camera Suspect Tracking System. Paper presented at The 2019 International Automatic Control Conference(CACS 2019), Keelung: Taiwan Ocean University.
Ya-Hsin Teng, Lun-Chi Chen(陳倫奇), Chien-Hao Tseng, Guan-Hua Huang, Ruey-Kai Sheu*(許瑞愷) (2019.11). Microscale Defect Inspection for Plastic Resin Films. Paper presented at International Multi-Conference on Engineering and Technology Innovation (IMETI 2019), Kaohsiung: National Formosa University.
Hsi-Hsien Tseng, Lun-Chi Chen(陳倫奇), Ruey-Kai Sheu(許瑞愷)* (2019.10). Design and Implementation of an Unfolded Sheet Metal Part Identification System. Paper presented at 2019 IEEE Eurasia Conference on IOT, Communication and Engineering (ECICE 2019), Yunlin: National Formosa University.
Yi-Hao Hsiao, Meng-Chi Huang, Lun-Chi Chen(陳倫奇), Jyh-Horng Wu (2019.07). A Study on the Sentiment Analysis of Netizen’s Response to Subjects. Paper presented at 8th International Congress on Advanced Applied Informatics (AAI 2019), Toyama, Japan: International Institute of Applied Informatics.
Chien-Hao Tseng, Meng-Wei Lin, Jyh-Horng Wu, Fang-Pang Lin, Lun-Chi Chen(陳倫奇) (2019.07). Vehicle Detection and Recognition Using Deep Convolutional Model in Aerial Images. Paper presented at International Conference on Advanced Technology Innovation 2019 (ICATI2019), 札幌: Taiwan Association of Engineering and Technology Innovation.
專利
9筆資料 more...
王彩融、白鎧誌、黃俊德、王敏嫻、廖建倫、陳呈旭、許瑞愷、陳倫奇、吳杰亮、黃建中、徐佳鈿、蔡尚峰（2025.07-2044.03）。使用機器學習早期預測急重症患者脫離透析之方法及其系統。中華民國專利號碼：I891303。
謝惠敏、王振宇、陳昭秀、詹益瑞、許筱翎、許瑞愷、陳倫奇、白鎧誌（2025.07-2044.05）。以機器學習預測重症患者營養風險之方法及其系統。中華民國專利號碼：I889340。
趙文震、白鎧誌、詹明澄、吳杰亮、王敏嫻、廖建倫、洪大鈞、林彥男、楊惠喬、許瑞愷、陳倫奇（2024.08-2043.05）。以機器學習模型建立拔管預測之系統及其方法。中華民國專利號碼：I852579。
Chieh-Liang Wu、Chun-TeHuang、Cheng-Hsu Chen、Tsai-JungWang、Kai-Chih Pai(白鎧誌)、Chun-Ming Lai、Min-Shian Wang、Ruey-Kai Sheu(許瑞愷)、Lun-Chi Chen(陳倫奇)、Yan-NanLin、Chien-Lun Liao、Ta-ChunHung、Chien-Chung Huang、Chia-TienHsu、Shang-Feng Tsai (2024.03-2042.07). Acute kidney injury predicting system and method thereof. 美國 Patent No: 11937932.
白鎧誌、劉伯瑜、陳裕芬、林彥男、王敏嫻、廖建倫、洪大鈞、吳杰亮、許瑞愷、陳倫奇（2024.03-2042.06）。菌血症感染風險預測系統及其方法。中華民國專利號碼：I835179。
黃俊德、白鎧誌、王彩融、王敏嫻、林彥男、陳呈旭、賴俊鳴、許瑞愷、陳倫奇、吳杰亮、廖建倫、洪大鈞、黃建中、徐佳鈿、蔡尚峰（2023.03-2042.05）。急性腎損傷預測系統及其方法。中華民國專利號碼：I796228。
吳杰亮、詹明澄、趙文震、白鎧誌、黃育仁、賴來勳、王敏嫻、許瑞愷、陳倫奇（2022.12-2042.05）。呼吸狀態分類方法及其系統。台灣專利號碼：I787130。
Ming-Cheng Chan, Kai-Chih Pai(白鎧誌), Wen-Cheng Chao, Yu-Jen Huang(黃育仁), Chieh-Liang WU, Min-Shian Wang, Chien-Lun Liao, Ta-Chun Hung, Yan-Nan Lin, Hui-Chiao Yang, Ruey-Kai Sheu(許瑞愷), Lun-Chi Chen(陳倫奇) (2022.09-2042.09). Respiratory status classifying method and system thereof. 美國 Patent No: 11908136.
許瑞愷、陳倫奇、羅文聰、曾喜仙（2021.04-2039.09）。板金辨識方法。中華民國專利號碼：I723541。