近期成果

• Sheng-Nan Chang, Nian-Ze Hu*, Jo-Hsuan Wu, Hsun-Mao Cheng, James L. Caffrey, Hsi-Yu Yu, Yih-Sharng Chen, Jiun Hsu*, Jou-Wei Lin, (2023), Urine output as one of the most important features in differentiating in-hospital death among patients receiving extracorporeal membrane oxygenation – a random forest approach, European Journal of Medical Research. (SCIE)
• 游立椿、胡念祖*、蔡虔祿 (2022)。不同蹲踞式起跑動作之動力學分析，華人運動生物力學期刊，第19卷第2期、25-31頁。(TSSCI)
• Kuo-Wei Chao, Nian-Ze Hu*, Yi-Chu Chao, Chin-Kai Su and Wei-Hang Chiu (2019). Implementation of Artificial Intelligence for Classification of Frogs in Bioacoustics, Symmetry, 2019, 11, 1454. (SCIE)
• Yuan Chun Lo, Nian Ze Hu, Po Hsu Chen, Ying Ling Chen, Mark C Hou* and Tai Wei Kuo (2018). Clinical Effect of Traditional Chinese Medicine on Knee Pain: A Nationwide Population-Based Cohort Study, Journal of Complementary Medicine & Alternative Healthcare, Vol.5, Issue 2, Jan 2018.

• Liang-Yin Kuo, Nian-Ze Hu & Pei-Yiing Ni, Smart Machines Apply Virtual Reality Technology to Immersive Learning Application (2023, Nov.), International Conference on Innovation, Communication and Engineering, Bangkok, Thailand.
• Nian-Ze Hu; Qi-Ren Lin; Ruo-Wei Wu; You-Xing Zeng; Bo-an Lin; Shang-Wei Liu; Kai- Hsun Hsu; Jeng-Dao Lee; Ying-Hsiu Hung; Chun-Min Tsai (2022, Oct). An intelligent robotic arm grasp and control system capable of determining the angle of objects. IEEE ECICE 2022.
• Nian-Ze Hu; You-Xing Zeng; Bo-An Lin; Ruo-Wei Wu; You-Shin Lin; Kai-Hsun Hsu; Shang-Wei Liu; Tun-Chuan Chang; Chun-Min Tsai (2022, Oct). Prediction of remaining battery life for light vehicles. IEEE ECICE 2022.
• Nian-Ze Hu; Kai-Hsun Hsu; Jieh-Tsyr Chuang; Shang-Wei Liu; Ruo-Wei Wu; CHIA-CHEN KUO; Jeng-Dao Lee (2021, Oct). Design a Fast Loading and Unloading Robot  Controlling System by WebAPI Technique. IEEE Eurasia Conference on IOT, Communication and Engineering 2021.
• Nian-Ze Hu; Shang-Wei Liu; Kai-Hsun Hsu; Ruo-Wei Wu; Zheng-Han Shi; Jieh- Tsyr Chuang; You-Xing Zeng; LI-CHIUAN TUNG; Jeng-Dao Lee (2021, Oct). Develop an Abnormal Detection System of Rotating Equipment by Edge Computing. IEEE Eurasia Conference on IOT, Communication and  ngineering 2021.
• Ching-Ying Yeh, Zheng-Han Shi, Jieh-Tsyr Chuang, Kai-Hsun Hsu, Shang-Wei Liu, Ruo-Wei Wu, Ching-Hsiang Yang, Nian-Ze Hu, Jeng-Dao Lee (2020, Oct). Use 3D Cameras and Algorithms to Develop Multi-Angle Gripping Robotic Arm Movement and Control Methods . IEEE ECICE 2020.
• Kuo-Wei Chao, Wei-Hang Chiu, Yi-Chu Chao and Chin-Kai Su and Nian-Ze Hu* (2019, Sep). Using machine learning method to identify class for frog. IEEE Eurasia Conference on IOT, Communication and  ngineering, Yunlin, Taiwan.
• Nian-Ze Hu, Chih-Hui Simon Su, Cihun-Siyong Alex Gong, Cheng-Jung Lee, Yong-Sheng Chen, Ching-Hsiang Yang, Ching-Ying Ye2, Zheng-Han Shi, and Jieh-Tsyr Chuang (2019, Sep). Machine learning approach for robot diagnostic system. IEEE Eurasia Conference on IOT,  ommunication and Engineering,
  Yunlin, Taiwan.

• 運用深度學習進行存活分析 – 以慢性腎臟病之進展至末期腎病變或死亡的競爭風險為例(112-2221-E-002-207-) （共同主持人）
• 運用深度學習模型分析臨床時序性資料以預測慢性腎臟病之進展(111-2221-E-002-115-) （共同主持人）
• 建構以機器學習為基礎之智慧型成本效益分析工具 – 以葉克膜為例(110-2221-E-002-161-) （共同主持人）
• 運用IIOT智能感測技術建構金屬加工產業生態系－運用IIOT智能感測技術建構金屬加工產業生態系(3/3)(109 -2218-E-002-039-) （共同主持人）

• 2024，高壓N2O氣體碳排減量回收與智慧監測技術研究開發計畫，中部科學園區新興科技應用計畫
• 2024，AI演算法及Python程式，財團法人精密機械研究發展中心
• 2024，產業綠色營運工作圈，財團法人工業技術研究院
• 2023，應用大技術發展VAD演法暨優化晶圓測試分析平台，昇佳電子股份有限公司
• 2022，設備參數智能優化計畫，台灣化學纖維股份有限公司
• 2021，設備監診模組，台灣化學纖維股份有限公司
• 2021，製程預警輔助決策，友達光電股份有限公司
• 2021，軸承壽命預測模組，台灣化學纖維股份有限公司
• 2021，設備故障預測專案，奇美實業股份有限公司
• 2020，製程AI預測平台，奇美實業股份有限公司
• 2020，運用視覺辨識發展自動控制相關技術，創璟應用整合有限公
• 2019，運用人工智慧與物聯網發展物流監控技術，創環應用整合有限公司
• 2018，AI智能分析內視鏡訓練系統之軟體開發，承生醫股份有限公司
• 2018，協助導入大數據分析技術，盟立自動化股份有限公司
• 2018，運用人工智慧與大數據發展推介平台，茂詠科技有限公司
• 2018，整廠智能化分析機制與自適應調節系統，元翎精密工業股份有限公司
• 2018，智慧生產與品質報表系統及直覺是人機介面，元翎精密工業股份有限公司

SYSTEM FORANALYZINGSTARTSAND ACCELERATIONPHASESINSQUAT-STYLE TRACK ANDFIELDEVENTS，美國專利，2023

田徑徑賽運動之軀體核心能力監控暨分析平台，台灣發明專利，2019

田徑蹲踞式起跑訓練數據收集與分析系統，台灣發明專利，2018