Tsai-Jung Wang, Chun-Te Huang, Chieh-Liang Wu, Cheng-Hsu Chen, Min-Shian Wang, Wen-Cheng Chao, Yi-Chia Huang, Kai-Chih Pai(白鎧誌)* (2024.06). Predictive approach for liberation from acute dialysis in ICU patients using interpretable machine learning. Scientific Reports, 14, 13142.
期刊論文
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Chun Lin, Wen-Cheng Chao, Kai-Chih Pai(白鎧誌), Tsung-Ying Yang, Chieh-Liang Wu, Ming-Cheng Chan (2023.11). Prolonged use of neuromuscular blocking agents is associated with increased long-term mortality in mechanically ventilated medical ICU patients: a retrospective cohort study. Journal of Intensive Care, 11(1), 55.
Chun-Te Huang, Tsai-Jung Wang, Li-Kuo Kuo, Ming-Ju Tsai, Cong-Tat Cia, Dung-Hung Chiang, Po-Jen Chang, Inn-Wen Chong, Yi-Shan Tsai, Yuan-Chia Chu, Chia-Jen Liu, Cheng-Hsu Chen, Kai-Chih Pai(白鎧誌)*, Chieh-Liang Wu* (2023.10). Federated machine learning for predicting acute kidney injury in critically ill patients: a multicenter study in Taiwan. Health Information Science and Systems, 11(1), 48.
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.
Kai-Chih Pai(白鎧誌), Shao-An Su, Ming-Cheng Chan, Chieh-Liang Wu, Wen-Cheng Chao (2022.12). Explainable machine learning approach to predict extubation in critically ill ventilated patients: a retrospective study in central Taiwan. BMC Anesthesiology, 22(1), 351.
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, and 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 Chen(陳倫奇)*, Chieh-Liang Wu, Mayuresh Sunil Pardeshi, Kai-Chih Pai, Chien-Chung Huang , Chia-Yu Chen and Wei-Cheng Chen (2022.07). Multi-Modal Data Analysis for Pneumonia Status Prediction Using Deep Learning (MDA-PSP). Diagnostics, 12(7), 1706.
Tsai-Jung Wang, Kai-Chih Pai(白鎧誌), Chun-Te Huang, Li-Ting Wong, Minn-Shyan Wang, Chun-Ming Lai(賴俊鳴), Cheng-Hsu Chen, Chieh-Liang Wu, Wen-Cheng Chao* (2022.03). A Positive Fluid Balance in the First Week Was Associated With Increased Long-Term Mortality in Critically Ill Patients: A Retrospective Cohort Study. Frontiers in Medicine, 9, 727103.
Ming-Cheng Chan, Kai-Chih Pai(白鎧誌), Shao-An Su, Min-Shian Wang, Chieh-Liang Wu and Wen-Cheng Chao (2022.03). Explainable machine learning to predict long-term mortality in critically ill ventilated patients: a retrospective study in central Taiwan. BMC Medical Informatics and Decision Making, 22, 75.
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, and Yueh-Tiann Tsai (2022.01). Edge-glued wooden panel defect detection using deep learning. Wood Science and Technology, 56, 477-507.
Chieh-Liang Wu, Kai-Chih Pai (白鎧誌), Li-Ting Wong, Min-Shian Wang, Wen-Cheng Chao* (2021.10). Impact of Early Fluid Balance on Long-Term Mortality in Critically Ill Surgical Patients: A Retrospective Cohort Study in Central Taiwan. Journal of Clinical Medicine, 10(21), 4873.
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, 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, 11(4), 6364.
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* (2021.06). An Artificial Intelligence Approach to Bloodstream Infections Prediction. Journal of Clinical Medicine, 10(13), 2901.
Ruey-Kai, Sheu(許瑞愷), Lun-Chi Chen(陳倫奇)*, Mayuresh Sunil Pardeshi, Kai-Chih Pai(白鎧誌), Chia-Yu Chen (2021.05). AI Landing for Sheet Metal-Based Drawer Box Defect Detection Using Deep Learning (ALDB-DL). Processes, 9(5), 768.
Endah Kristiani, Ting-Yu Kuo, Chao-Tung Yang(楊朝棟)*, Kai-Chih Pai(白鎧誌), Chin-Yin Huang(黃欽印), Kieu Lan Phuong Nguyen (2021.05). PM2.5 Forecasting Model Using a Combination of Deep Learning and Statistical Feature Selection. IEEE Access, 9, 68573-68582.
Kai-Chih Pai(白鎧誌), Bor-Chen Kuo*, Chen-Huei Liao, Yin-Mei Liu (2021.02). An application of Chinese dialogue-based intelligent tutoring system in remedial instruction for mathematics learning. Educational Psychology, 41(2), 137-152.
Bor-Chen Kuo*, Chen-Huei Liao, Kai-Chih Pai(白鎧誌), Shu-Chuan Shih, Cheng-Husan Li, Mok, Magdalena Mo Ching (2020.10). Computer-Based Collaborative Problem Solving Assessment in Taiwan. Educational Psychology, 40(9), 1164-1185.
Chen-Huei Liao, Shih-Ming Chen, Bor-Chen Kuo*, Kai-Chih Pai(白鎧誌) (2014.12). A Chinese Vocabulary Learning System: Latent Semantic Analysis Approach. International Journal of Innovative Computing Information and Control, 10(6), 2179-2191.
廖晨惠, 李畊緯, 曹傑如, 白鎧誌（2014.12）。國小學童詞素覺識、聲韻覺識、字形處理能力與中文字詞認讀能力之相關研究。測驗學刊，61，489-508。
Chen-Huei Liao, Bor-Chen Kuo, Kai-Chih Pai (2012.04). Effectiveness of Automated Chinese Sentence Scoring with Latent Semantic Analysis. Turkish Online Journal of Educational Technology, 11(2), 80-87.
研討會論文
8筆資料 more...
Kai-Ching Chen, Mei-Ya Nian, Hsin-Yu Lee, Yi-Lun Pan, Kai-Chih Pai* (2024.07). Cloud-based Acute Kidney Injury and Mortality Prediction System with Machine Learning Hyperparameter Tuning Service. Paper presented at 2024 16th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI), Takamatsu, Japan: IEEE.
白鎧誌、鄔珮甄、朱怡瑾、郭伯臣（2022.12）。對話式智慧教學系統融入數學幾何閱讀活動設計探究。論文發表於數位學習國際研討會暨開放教育論壇，國立臺北商業大學平鎮校區：國立陽明交通大學。
白鎧誌*、陳倫奇、李佳恩、陳冠宇、葉耀中（2021.12）。機器學習應用於呼吸重症病人出院存活預測。論文發表於TANET2021 & NCS2021，東海大學：東海大學。
Kai-Chih Pai (白鎧誌)*,Bor-Chen Kuo,Shu-Chuan Shih,Huey-Min Wu,Hsiao-Yun Huang,Chih-Wei Yang,Chia-Hua Lin (2021.07). Learner Characteristics in Chinese Mathematical Intelligent Tutoring System. Paper presented at 23RD INTERNATIONAL CONFERENCE ON HUMAN-COMPUTER INTERACTION, Washington DC,USA: HCI INTERNATIONAL 2021.
白鎧誌、廖晨惠、涂靖晨、黃柏閔（2020.05）。運用對話式智慧家教系統融入全球素養教學活動之探究。論文發表於第13屆資訊教育與科技應用研討會，僑光科技大學：僑光科技大學資訊科技系。
Bor-Chen Kuo, Chia-Hua Lin, Kai-Chih Pai, Shu-Chuan Shih, Chen-Huei Liao (2019.07). Using learning analytics to explore the performance of Chinese mathematical intelligent tutoring system. Paper presented at 21st International Conference on Human-Computer Interaction (HCI International 2019), Orlando, USA: 21ST INTERNATIONAL CONFERENCE ON HUMAN-COMPUTER INTERACTION.
Bor-Chen Kuo, Chen-Huei Liao, Kai-Chih Pai, Chia-Hua Lin, Xiangen Hu, Zhiqiang Cai, Arthur C. Graesser (2019.03). AutoTutor Tutorial: Conversational Intelligent Systems and Learning Analytics. Paper presented at 9th International Conference on Learning Analytics & Knowledge (LAK19), Tempe, USA: Society for Learning Analytics Research.
白鎧誌, 邱祐蓁, 郭伯臣（2018.03）。以對話式智慧教學系統進行國小特殊需求學生社會技巧教學。論文發表於第十三屆台灣數位學習發展研討會，台灣：國立臺中教育大學。
專書部份章節
Kai-Chih Pai (白鎧誌)*, Bor-Chen Kuo, Shu-Chuan Shih, Huey-Min Wu, Hsiao-Yun Huang, Chih-Wei Yang, Chia-Hua Lin (2021.07). Learner Characteristics in a Chinese Mathematical Intelligent Tutoring System. In Sottilare R.A., Schwarz J. (Ed.), Lecture Notes in Computer Science (pp. 382-393). : Springer, Cham.(ISBN：978-3-030-77856-9)
專利
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。
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)（2022.12-2042.05）。呼吸狀態分類方法及其系統RESPIRATORY STATUS CLASSIFYING METHOD AND SYSTEM THEREOF。中華民國專利號碼：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）。呼吸狀態分類方法及其系統RESPIRATORY STATUS CLASSIFYING METHOD AND SYSTEM THEREOF。美國專利號碼：20230368375。