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網路多媒體暨遊戲機組
顏孟華Meng-Hua Yen
職 　稱
副教授
學 　歷
國立台灣大學醫學工程博士
信 　箱
Emh1989@ncut.edu.tw
電 　話
+886-4-2392-4505 ext.7381
研 究 室
工程館 E620
專 　長

人工智慧相關應用、工業機器人、光電(雷射)系統及平台智慧化、雷射引發背面溼蝕刻技術 (玻璃基材精密加工技術) 、生醫光機電系統、微機電製程

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簡要經歷
  • 國立勤益科技大學電子工程系助理教授 (2019.02~迄今)
  • 國立勤益科技大學機械工程系專案助理研究員 (2017.08~2018.06)
  • 國立中央大學光電科學與工程學系博士後研究員 (2016.04~2017.07)
  • 國立陽明大學臨床醫學研究所博士後研究員 (2011.01~2015.07)
學術專長
人工智慧、工業機器人、光電(雷射)系統及平台智慧化、雷射引發背面溼蝕刻技術 (玻璃基材精密加工技術) 、生醫光機電系統、微機電製程
研究領域
自動化系統, 嵌入式系統, 生醫微流道系統, 雷射加工系統, 生醫光機電系統, 生成式AI於生醫方向應用
主要授課課程
人工智慧,  python, 機器人控制, 智慧機器人概論, 微處理機實作, 數位邏輯設計
期刊論文
  1. Meng-HuaYen*, Nilamadhab Mishra*, Win-Jet Luo and Chu-En Lin, (2025, Feb.) ANovelProactive AI-Based Agents Framework for an IoE-Based Smart Things Monitoring System with Applications for Smart Vehicles, Volume 82, Issue 2, Pages 1839–1855,本人為通訊作者. IF:1.7
  2. Yuan-Hong Guan, Meng-Sheng Tsai, Chung-Yi Pan, Jan Pan Hwang, and Meng-Hua Yen*, (2024, Aug.) Intelligent Laser Photolysis System, Sensors and Materials, Volume 36, Issue 8, Pages 3539–3555,本人為通訊作者. IF:1.0
  3. Yu-Ching Lin, Cheng-Hsing Wu, and Meng-Hua Yen*, (2024, Aug.) Enhancing Intelligent Processing System with Generative Adversarial Networks, Sensors and Materials Volume 36, Issue 8, Pages 3557–3572,本人為通訊作者. IF:1.0
  4. Chi-Chun Chen, Shang-Lin Tian, Chung-Chen Teng, Cheng-Wei Yang, and Meng-Hua Yen, (2022, April.), Integrate OBD-II data via deep learning to develop an eco-driving analysis system applicable to both large and small passenger cars, Sensors and Materials, Vol. 34, No. 6 (2022) 2467-2478,本人為通訊作者. IF:1.0
  5. Meng-Hua Yen, Shang-Lin Tian, Yan-Ting Lin, Cheng-Wei Yang and Chi-Chun, Chen, (2021, May.), Combining a Universal OBD-II Module with Deep Learning to Develop an Eco-Driving Analysis System, Applied Science, Volume 11, Pages 4481. 本人為第一作者. IF:2.474
  6. Meng-Hua Yen, Yu-Han Chen, Yi-Shiuan Liu, Oscar Kuang-Sheng Lee, (2020 June), Alteration of Young's modulus in mesenchymal stromal cells during osteogenesis measured by atomic force microscopy, Biochemical and Biophysical Research Communications, Volume 526, Issue 3, Pages 827-832本人為第一作者. IF:2.985
  7. Meng-Hua Yen, Ding-Wei Liu, Yi-Chia Hsin, Chu-En Lin & Chii-Chang Chen, (2019, August), Application of the deep learning for the prediction of rainfall in Southern Taiwan, Scientific Reports, Vol 9:12774, https://doi.org/10.1038/s41598-019-49242-6本人為第一作者. IF:3.998
  8. Szu-Ying Chu, Chih-Hung Chou, Hsien-Da Huang, Meng-Hua Yen, et al. (2019, April) Mechanical stretch induces hair regeneration through the alternative activation of macrophages, NATURE COMMUNICATIONS, Vol 10:1524. IF:12.121
  9. Wei-Ta Chen, Wei-Tse Hsu, Meng-Hua Yen, Chun A. Changou, Chia-Li Han,　Yu-Ju Chen, Ji-Yen Cheng, Tzu-Hao Chang, Oscar Kuang-Sheng Lee, Jennifer Hui-Chun Ho, (2018, Oct), Alteration of mesenchymal stem cells polarity by laminar shear stimulation promoting β-catenin nuclear localization, Biomaterials, Vol 190–191, pp. 1-10, https://doi.org/10.1016/j.biomaterials.2018.10.026, IF:10.317
  10. Meng-Hua Yen, Pei-Yu Feng, Chu-En Lin, Chii-Chang Chen and Jenq-Yang Chang, (2018, May), Optimization of Pulley-Type Ring Resonator with Waveguide Offset,Micromachines,Vol. 9,pp 226; doi:10.3390/mi9050226本人為第一作者. IF:1.833
  11. M. Y. Tsai, C. S. Fang, M. H. Yen. (2018, Mar) Vibration-assisted electrical discharge machining of grooves in a titanium alloy (Ti-6A-4V), Int J Adv Manuf Tech, https://doi.org/10.1007/s00170-018-1904-2. IF:2.601
  12. Chia-Hua Chan, Ting-Yun Wu, Meng-Hua Yen, Chu-En Lin, Ko-Ting Cheng, and Chii-Chang Chen (2016, Dec). Low power consumption and high-contrast light scattering based on polymer-dispersed liquid crystals doped with silver-coated polystyrene microspheres. Optics Express, Vol. 24, Issue 26, pp. 29963-29971.IF:3.669
  13. Meng-Hua Yen, Yuan-Yi Wu, Yi-Shiuan Liu, Marilyn Rimando, Jennifer Hui-Chun Ho,and Oscar Kuang-Sheng Lee (2016, Jul). Efficient Generation of Hepatic Cells FR0M Mesenchymal Stromal Cells by an Innovative Bio-Microfluidic Cell Culture Device. Stem Cell Research and Therapy, (2016) 7:120. 本人為第一作者.IF:5.116
  14. Po-Hsin Chou, Shih-Tien Wang, Meng-Hua Yen, Chien-Lin Liu, Ming-Chau Chang and Oscar Kuang-Sheng Lee (2016, Feb). Fluid-induced, shear stress-regulated extracellular matrix and matrix metalloproteinase genes expression on human annulus fibrosus cells. Stem Cell Research & Therapy, 2016, 7:34,p1-8.IF:5.116
  15. Cheng JY, Kao WC, Mousavi1 MZ, Chang HF, Hsu WC, Yen MH, Ehrhardt M and Zimmer M (2016, Jan). High-quality Surface Micromachining on Polymer using Visible-LIBWE. Journal of Laser Micro/Nanoengineering, 2016,11(1). p117-123.IF:1.28
  16. Liu YS, Liu YA, Huang CJ, Yen MH, Tseng CT, Chien S, Lee OK (2015, Nov). Mechanosensitive TRPM7 mediates shear stress and modulates osteogenic differentiation of mesenchymal stromal cells through Osterix pathway. Scientific Reports, 5:16522.
  17. Li YC, Lin MW,Yen MH, Fan SM, Wu JT, Young TH, Cheng JY, Lin SJ (2015, Oct). Programmable Laser-Assisted Surface Microfabrication on a Poly(Vinyl Alcohol)-Coated Glass Chip with Self-Changing Cell Adhesivity for Heterotypic Cell Patterning. ACS Appl Mater Interfaces, 7(40):22322-32.
  18. Wei-Cheng Jiang, Yu-Hao Cheng, Meng-Hua Yen, Yin Chang, Vincent W. Yang, Oscar K. Lee (2014, Apr). Cryo-chemical decellularization of the whole liver for mesenchymal stem cells-based functional hepatic tissue engineering. Biomaterials, 35,3607-3617.
  19. Ching-Wen Huang, Huai-Yi Chen, Meng-Hua Yen, Jeremy J. W. Chen, Tai-Horng Young, Ji-Yen Cheng (2011, Oct). Gene Expression of Human Lung Cancer Cell Line CL1–5 in Response to a Direct Current Electric Field. PLoS ONE, 6(10),e25928.
  20. Meng-Hua Yen, Ching-Wen Huang, Wen-Chi Hsu, ,Tai-Horng Young, Klaus Zimmer, Ji-Yen Cheng* (2010, Aug). Crack-Free Micromachining on Glass Substrates by Visible LIBWE Using Liquid Metallic Absorbers. Applied surface science, P.87-P.92. (SCI). NSC 98-2113-M-001-013-MY2.
  21. Tai-Horng Young, Hui-Ru Tu, Chih-Chieh Chan, Yi-Ching Huang, Meng-Hua Yen, Nai-Chen Cheng, Hsien-Ching Chiu, Sung-Jan Lin (2009, May). The enhancement of dermal papilla cell aggregation by extracellular matrix proteins through effects on cell–substratum adhesivity and cell motility. Biomaterials, 30(28), 5031-5040.
  22. Ching-Wen Huang, Ji-Yen Cheng*, Meng-Hua Yen, Tai-Horng Young (2009, May). Electrotaxis of lung cancer cells in a multiple-electric-field chip. Biosensors and Bioelectronics, P.3510–P.3516. (SCI). NSC 95-2113-M-001-037-MY3.
  23. Tsi-Hsuan Hsu, Meng-Hua Yen, Wei-Yu Liao, Ji-Yen Cheng* and Chau-Hwang Lee* (2009, Jan). Label-free quantification of asymmetric cancer-cell filopodium activities in a multi-gradient chip. Lab on a Chip, P.884–P.890. (SCI). NSC 95-2113-M-001-037-MY3.
  24. Ji-Yen Cheng*,Meng-Hua Yen, Ching-Te Kuo, Tai-Horng Young (2008, Jun). A transparent cell-culture microchamber with a variably controlled concentration gradient generator and flow field rectifier. BIOMICROFLUIDICS, 024105. (SCI). NSC 95-2113-M-001-037-MY3.
  25. Ji-Yen Cheng*, Meng-Hua Yen, Wen-Chi Hsu, Jia-Hau Jhang, Tai-Horng Young (2007, Sep). ITO patterning by low power Q-switched green laser and its use in fabrication of a transparent flow meter. JOURNAL OF MICROMECHANICS AND MICROENGINEERING, P.2316–P.2323. (SCI). NSC 95-2113-M-001-037-MY3.
  26. Ji-Yen Cheng*, Meng-Hua Yen and Tai-Horng Young (2006, Aug). Crack-free micromachining on glass using an economic Q-switched 532 nm laser. JOURNAL OF MICROMECHANICS AND MICROENGINEERING, P.2420–P.2424. (SCI). NSC 95-2113-M-001-037-MY3.
  27. Meng-Hua Yen, Ji-Yen Cheng*, Cheng-WeyWei, Yung-Chuan Chuang and Tai-Horng Young (2006, Mar). Rapid cell-patterning and microfluidic chip fabrication by crack-free CO2 laser ablation on glass. JOURNAL OF MICROMECHANICS AND MICROENGINEERING, P.1143–P.1153. (SCI). NSC 93-3112-B-001-013-Y-3.
  28. Cheng-Wey Wei, Ji-Yen Cheng*, Chih-Ting Huang, Meng-Hua Yen and Tai-Horng Young (2005, Apr). Using a microfluidic device for 1 ml DNA microarray hybridization in 500 s. Nucleic Acids Research, P.e78. (SCI).
  29. Ji-Yen Cheng*, Meng-Hua Yen, Cheng-WeyWei,Yung-Chuan Chuang and Tai-Horng Young (2005, Mar). Crack-free direct-writing on glass using a low-power UV laser in the manufacture of a microfluidic chip. JOURNAL OF MICROMECHANICS AND MICROENGINEERING, P.1147–P.1156. (SCI). NSC 93-3112-B-001-013-Y.
研討會論文
  1. Chi-Chun Chen, Shang-Lin Tien, Yan-Ting Lin, Chung-Chen Teng, Meng-Hua Yen*, “ Truck driving assistance system”, 22nd IEEE/ACIS International Fall Virtual Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2021-Fall), Nov. 24 2021.
  2. Jia-Xing Chen, Guo-Shing Huang*, Meng-Hua Yen*, “A Study on the Application of Industrial Robot Based on the Integration of Speech Recognition and Image Processing”, 2021 International Conference on System Science and Engineering (ICSSE), Aug. 26 2021.
  3. Chi-Chun Chen, Yuan-Hong Guan, Nabila Rizqia Novianda, Chung-Chen Teng, Meng-Hua Yen*, “ Real-time traffic sign detection for self-driving and energy-saving driving based on YOLOv4 neural”, 24nd IEEE/ACIS International Winter Virtual Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2022-Winter), Dec. 7 2022
  4. Meng-Sheng Tsai, Yuan-Hong Guan, You-Xuan Lin and Meng-Hua Yen*, “Realization of laser object vaporization locating based on low-cost 2D LiDAR”, 24nd IEEE/ACIS International Winter Virtual Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2022-Winter), Dec. 7 2022
  5. Hang Hong Kuo, Daiby Sunandan Barik, Jun You Zhou, Yi Kai Hong, Jun Juh Yan, Meng-Hua Yen*, “ Design and implementation of AI aided Fruit Grading using image recognition”, 24nd IEEE/ACIS International Winter Virtual Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2022-Winter), Dec. 7 2022
  6. Yu-Yuan Huang and Meng-Hua Yen*, “ Artificial Intelligent Technology Apply to The Ant Colonies’ Growth and Observation”, The 35th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP 2022), Aug. 18 2022.
  7. Meng-Hua Yen, Shang-Lin Tien, Yan-Ting Lin, Zhen-Jie Huang, Chi-Chun Chen, “Personal Driving Behaviour Analysis and Prediction”, The International Symposium on Computer, Consumer and Control, Taichung , Taiwan, 2020
  8. Meng-hua Yen, Wei-hung Yau, Yu-An Wu, Chung-Yi Pan and Yeong-chyuan Chen, “Study on the Influence of Laser Pulse Width on Laser Polishing”, The Second International Cognitive Cities Conference, Kyoto, Janpan, 2019
  9. Meng-Hua Yen, Yuan-Yi Wu, and Oscar K. Lee, “RAPID GENERATION OF MATURE HEPATOCYTE-LIKE CELLS FR0M MESENCHYMAL STEM CELLS BY A NOVEL BIO-MICROFLUIDIC DEVICE”, in the World Stem Cell Summit, San Diego, USA, 2013
  10. Yen-Ting Kuan, Meng-Hua Yen, Oscar K. Lee,” Rapid Generation of Mature Hepatocyte-Like Cells FR0M Human Induced Pluripotent Stem Cells by a Microfluidic Device”, in The 2013 International Symposium on Development, Morphogenesis, and Stem Cells The 9th Annual Meeting of TSSCR. Taipei, Taiwan 2013
  11. Yuan-Yi Wu, Meng-Hua Yen, and Oscar K. Lee, ” RAPID GENERATION OF MATURE HEPATOCYTE-LIKE CELLS FR0M MESENCHYMAL STEM CELLS BY A BIO-MICROFLUIDIC DEVICE”, in The 2013 International Symposium on Development, Morphogenesis, and Stem Cells The 9th Annual Meeting of TSSCR. Taipei, Taiwan 2013
  12. Yu-Han Chen, Meng-Hua Yen, and Oscar K. Lee, ” MEASUREMENT OF YOUNG’S MODULUS ALTERATION DURING OSTEOGENIC DIFFERENTIATION IN HUMAN MESENCHYMAL STEM CELLS BY ATOMIC FORCE MICROSCOPY”, in The 2013 International Symposium on Development, Morphogenesis, and Stem Cells The 9th Annual Meeting of TSSCR. Taipei, Taiwan 2013
  13. J.-Y. Cheng, M.-H. Yen, W.-C. Hsu and T.-H. Young, “Debris-free ITO surface microfabrication using an economic 532nm laser – Visible LIBWE”, in The 8th international symposium on laser precision microfabrication. Vienna, Austria 2007
  14. J.-Y. Cheng, M.-H. Yen, C.-T. Kuo and T.-H. Young, “Transparent cell culturing device with integrated heater”, in The 8th international symposium on laser precision microfabrication. Vienna, Austria 2007 J.-Y. Cheng, H.-Y. Lee, M.-H. Yen, T.-H. Young, “Maskless direct cell patterning by laser writing”, in International Conference on Microtechnologies in Medicine and Biology, Okinawa, Japan 2006
  15. J.-Y. Cheng, M.-H. Yen and T.-H. Young, “Crack-free micromachining on glass using an economic nanosecond green laser for manufacturing microfluidic chip”, in The 7th international symposium on laser precision microfabrication Kyoto Japan 2006
  16. M.-H. Yen, J.-Y. Cheng, C.-W. Wei, Y.-C. Chuang and T.-H. Young, “Crack-free laser direct-writing on quartz and glass for microfluidic chip development”, in Preceedings of SPIE. I. Miyamoto, H. Helvajian, K. Itoh, K. F. Kobayashi, A. Ostendorf and K.Sugioka Nara 2004
  17. J.-Y. Cheng, M.-H. Yen and T.-H. Young, “Direct-writing and debris-free laser micromachining on fused silica and glass”, in The 5th international symposium on laser precision microfabrication. Nara Japan 2004.
  18. M.-H. Yenand J.-Y. Cheng, “Direct-writing and debris-free laser micromachining on glass by photo assisted chemical etching”, in uTAS 2003. Squaw Valley, California, USA 2003
計畫與產學合作
計畫名稱 補助/出資單位 執行期間
1.自動控制與機械手臂技術諮詢與輔導 宏祐科技有限公司(產學) 2020/02/01～2021/01/31
2.印刷電路板加工機台升級計畫 宏祐科技有限公司(產學) 2020/05/26～2021/05/26
3.高效率高可靠度鏡筒自動化擺盤產線開發計畫-功能列表與設備選定、機器設備動作測試及調整 宏洋精密工業股份有限公司(產學) 2020/08/01～2021/07/31
4.自動化與視覺辨識之諮詢與輔導 鐠羅機械股份有限公司(產學) 2021/03/01～2022/02/28
5.智慧焊道檢測系統開發 億典企業股份有限公司(產學) 2021/04/01～2022/03/31
6.智慧蓋管包裝檢測系統開發 宏洋精密工業股份有限公司(產學) 2021/08/01～2022/07/31
7.智慧影像辨識及自動分料系統開發 鐠羅機械股份有限公司(產學) 2021/08/01～2022/07/31
8.有機體智慧光化處理系統 科技部 2021/11/01～2022/10/31
9. 應用於多抗生素敏感性試驗之智慧影像快篩系統 科技部 2022/08/01～2024/7/31
10.自動上料機之系統軟體開發之諮詣與輔導 威貿精密股份有限公司(產學) 2022/3/1~2023/2/28
11.三工位節能疊旋壓焊設備技術開發計畫-AI瑕疵影像蒐集與辨識模型訓練及驗證 億典企業股份有限公司(產學) 2023/4/1~2024/3/31
12.具高效率/高良率與快速換線之導光板沖壓技術計畫 頎茂光電股份有限公司(產學) 2023/9/1~2024/5/31
13.兼具品質與生產效率之醫療器材智慧化產線升級轉型計畫-智慧化運轉系統驗證 宏洋精密工業股份有限公司(產學) 2023/8/15~2024/8/14
14.智慧焊道品質檢測計畫-音頻模型訓練與系統驗證整合 億典企業股份有限公司(產學) 2024/9/1~2025/8/31
15.電子電路板檢測與維護 伊勒伯科技股份有限公司(產學) 2024/10/1~2025/6/30
16.高安全高效率MIT智慧割草機器人開發計畫 聖傑機器工業股份有限公司(產學) 2024/10/1~2025/5/31
17.電子電路板檢測與維護 伊勒伯科技股份有限公司(產學) 2024/10/1~20256/6/30
18.碳盤查服務 高群鈑金科技股份有限公司(產學) 2025/2/1~2026/1/31
19.可模組化之多功能生醫影像系統 科技部 2025/8/1~2026/7/31
20.可模組化之多功能外泌體收集系統 科技部 2025/8/1~2026/7/31
專利及技術移轉
  1. “雷射無碎裂微加工”, ”Crack-Free Laser Microfabrication”, Taiwan Patent filed, Jul, 2005, 專利號I271252
  2. “微流道生物反應器/ Microfluidic bio-reactor device”, Taiwan, Feb, 2015, 專利號I547694; /U.S. Oct. 23, 2018, patent No.: US10106766
  3. “智慧化視覺雷射切割專家系統及其操作流程”, , Taiwn, 2022.02, 專利號I755312 (台灣)
  4. “水上追蹤救難移動設備”, Taiwn, 2024.02, 專利號I855658 (台灣)
  5. “輔助支撐裝置之改良構造”, , Taiwn, 2023.05, 專利號I857615 (台灣)
  6. “3D立體雷射切割系統(智慧化視覺雷射切割機台) 3D laser cutting system”, Taiwn, 2021.05, 專利號M613368 (台灣)
  7. “物體清除系統”, Taiwn, 2022.11, 專利號M638721 (台灣)
  8. “飲品檢測系統”, Taiwn, 2021.06, 專利號M620967 (台灣)