Publications

Precision Medicine & Clinical Translational Research Lab

Journal Papers
Conference Papers
Book Chapter Papers

2024

  • Yi-Fang Tu, Ling-Yi Lin, Meng-Hsiun Tsai*, Yi-Shan Sung, Yi-Shan Liu, Mu-Yen Chen (Dec 2024). Motor Delay Image Recognition based on Deep Learning and Human Skeleton Model. Applied Soft Computing, 112364, (SCI).
  • Yung-Kuan Chan, Chuen-Horng Lin*, Yuan-Rong Ben, Ching-Lin Wang, Shu-Chun Yang, Meng-Hsiun Tsai, Shyr-Shen Yu (July 2024). Dog Identification Based on Textural Features and Spatial Relation of Noseprint., Pattern Recognition, 110353, (SCI).
  • Yung-Kuan Chan, Chuen-Horng Lin*, Yuan-Rong Ben, Ching-Lin Wang, Shu-Chun Yang, Meng-Hsiun Tsai, Shyr-Shen Yu (Apr 2024). Dog Nose-Print Recognition Based on the Shape and Spatial Features of Scales, Expert Systems with Applications, 240,(SCI).

2023

  • Yu-Hung Tsai, Sheng-Kuang Wu, Shyr-Shen Yu*, and Meng-Hsiun Tsai* (Feb 2023). A Novel Hybrid Deep Neural Network for Predicting Athlete Performance Using Dynamic Brain Waves, Mathematics, 11(4), 903 (SCI).

2022

  • Yu-Hung Tsai, Sheng-Kuang Wu, Shyr-Shen Yu*, Meng-Hsiun Tsai* (August 2022). Analyzing Brain Waves of Table Tennis Players with Machine Learning for Stress Classification, Applied Sciences, 12(16), 8052 (SCI).
  • Jimmy Ming-Tai Wu, Meng-Hsiun Tsai*, Chao-Chieh Cheng, Mu-En Wu (June 2022). Predict the Trend of Economic Indicators in Time Series based on Recurrent Neural Network Combined with Leading Indicators. Journal of Intelligent & Fuzzy Systems, 43(2), pp. 2179-2189 (SCI).
  • Jimmy Ming-Tai Wu, Meng-Hsiun Tsai*, Tu-Wei Li, Matin Pirouz (June 2022). Analysis and Construction by Convolution Neural Network of Link Prediction Model on Social Network, Journal of Intelligent & Fuzzy Systems,43(2), pp. 2167-2178. (SCI).
  • Huai-How Ciou#, Tsung-Hsien Lee#, Hsin-Chieh Wang, You-Ren Ding,Chih-Jen Tseng, Po-Hui Wang, Meng-Hsiun Tsai, Shu-Ling Tzeng (May 2022). Repurposing gestrinone for tumor suppressor through P21 reduction regulated by JNK in gynecological cancer, Translational Research. 243:21-32.(SCI)

2021

  • Kai-Cheng Chuang, Fan-Wen Chen, Meng-Hsiun Tsai*, and Jeng-Jer Shieh (Apr 2021). EGR‑1 plays a protective role in AMPK inhibitor compound C‑induced apoptosis through ROS‑induced ERK activation in skin cancer cells. Oncology Letters, 21(4): 304.  (SCI).
  • Jimmy Ming‐Tai Wu,Zhongcui Li,Gautam Srivastava,Meng‐Hsiun Tsai,Jerry Chun‐Wei Lin (Mar 2021).A graph‐based convolutional neural network stock price prediction with leading indicators. Software:Practice and Experience,51(3),628-644. (SCI)
  • Tzi-Peng Yang, Fen-Fen Shih, Ming-Yi Hsu, Meng-Hsiun Tsai, Oswald Ndi Nfor, Pei-Hsing Chen, Chien-Chang Ho, Chuan-Chao Lin,and Yung-Po Liaw (Jan 2021). The minor C-allele of the rs2014355 variant in ACADS gene is associated with exercise-induced increase in HDL cholesterol levels in Taiwanese adults. Medicine, 100(1): e23838.

2020

  • Oswald Ndi Nfor, Nokuphila Balindile Ndzinisa, Meng-Hsiun Tsai, Chih-Hsuan Hsiao and Yung-Po Liaw (Dec 2020). Interactive Effect of IGF2BP2 rs4402960 Variant,Smoking and Type 2 Diabetes. Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy, 13(1):5097—5102 . (SCI)
  • Ching-Lin Wang, Chi-Shiang Chan, Wei-Jyun Wang, Yung Kuan Chan, Meng-Hsiun Tsai*,  Chia-Yi Chuang, Wen-Yu Cheng ,and Shyr-Shen Yu (Dec 2020).Automatic Brain Cancer Segmentation on PET Image. International Journal of Pattern Recognition and Artificial Intelligence, 35(3):2150008(SCI).
  • Yung-Kuan Chan,Chun-Fu Hong, Meng-Hsiun Tsai,Ya-Lan Chang, Ping-Hsuan Sun (Mar 2020). Image-based Stroke Rat Brain Atrophy Volume and Infarct Volume Computation. The Journal of Supercomputing, 76(3):1359-2238. (SCI)
  • Jimmy Ming-Tai Wu, Meng-Hsiun Tsai*, Sheng-Han Xiao, Yung-Po Liaw (Mar 2020). A Deep Neural Network Electrocardiogram Analysis Framework for Left Ventricular Hypertrophy Prediction. Journal of Ambient Intelligence and Humanized Computing, 11(4):1365-1794. (SCI)

2019

  • Chun-Ming Yen, Chiung-Chyi Shen, Yi-Chin Yang , Bai-Shuan Liu , Hsu-Tung Lee, Meei-Ling Sheu, Meng-Hsiun Tsai, Wen-Yu Cheng (Sep 2019). Novel electrospun poly(ε-caprolactone)/type I collagen nanofiber conduits for repair of peripheral nerve injury. Neural Regeneration Research, 14(9):1617-1625. (SCI)
  • Jimmy Ming-Tai Wu, Meng-Hsiun Tsai*, Yong Zhi Huang, SK Hafizul Islam, Mohammad Mehedi Hassan, Abdulhameed Alelaiwi, Giancarlo Fortino (May 2019). Applying an Ensemble Convolutional Neural Network with Savitzky Golay Filter to Construct a Phonocardiogram Prediction Model. Applied Soft Computing Journal, 78:29-40. (SCI)
  • Hsin-Hung Chiang, Cheng-Hsun Hsieh, Sheng-Han Xiao, Chien-Yu Lin, Meng-Hsiun Tsai*. Results Analysis for Each Stroke of 200 Meters Individual Medley Among Swimmers in Japan Using Decision Tree. Sports & Exercise Research, March 2019. (TSSCI) 21(1)17-29.
  • Meng-Hsiun Tsai, Chu-Shu Pan, Chi-Wei Wang, Jui-Ming Chen*, Cheng-Bang Kuo(FEB 2019), RFID Medical Equipment Tracking System Based on a Location-based Service Technique, Journal of Medical and Biological Engineering,39(1):163-169. (SCI/EI)

2018

  • Chun-Fu Hong, Ying-Chen Chen, Wei-Chun Chen, Keng-Chang Tu, Meng-Hsiun Tsai*, Yung-Kuan Chan,Shyr Shen Yu(May 2018),Construction of Diagnosis System and Gene Regulatory Networks Based on Microarray Analysis, Journal of Biomedical Informatics,Vol.81, 61-73. (SCI)

2017

  • Meng-Hsiun Tsai, Ya-Chun Tang (2017, Oct), Learning Attitudes and Problem Solving Attitudes for Blended Problem-based Learning, Library Hi Tech, Vol. 35 Issue: 4, pp.622-635. (SSCI)

2016

  • Ching-Lin Wang, Ming-Yuan Hsieh,Yi-Wen Hung, Meng-Hsiun Tsai*,Mao-Hsiang Chan, Jui-Ming Chen and Kwong-Chung Tung (2016, Apr). Retina image–based optic disc segmentation. Advances in Mechanical Engineering, Vol 8(6), 1-9. (SCI)
  • Meng-Hsiun Tsai, Hsin-Chieh Wang*, Guan-Wei Lee, Yi-Chen Lin, Sheng-Hsiung Chiu (2016, Jan). A Decision Tree Based Classifier to Analyze Human Ovarian Cancer cDNA Microarray Datasets. Journal of Medical Systems, 40(21):1-8. (SCI).

2015

  • Meng-Hsiun Tsai, Shyr-Shen Yu*, Yung-Kuan Chan*, Chun-Chu Jen (2015, Oct). Blood Smear Image Based Malaria Parasite and Infected-Erythrocyte Detection and Segmentation. Journal of Medical Systems, 39(118), 1-14. (SCI)
  • Meng-Hsiun Tsai, Mu-Yen Chen, Steve G. Huang, Yao-Ching Hung and Hsin-Chieh Wang (2015, Apr). A bio-inspired computing model for ovarian carcinoma classification and oncogene detection. Bioinformatics, 31(7):1102-1110. (SCI).

2014

  • Chang, Chin-Chen*, Pai, Pei-Yan, Tsai, Meng-Hsiun, Chan, Yung-Kuan (2014, Oct). A Novel Chicken Chorioallantoic Membrane Image Vessel Detection Detector Based on Statistic Color Distribution. Journal of Information Hiding and Multimedia Signal Processing, Vol. 5, No. 4, pp. 789-805. (EI)
  • Meng-Hsiun Tsai, Shu-Wei Guo, Yung-Kuan Chan, Jiunn-Lin Wu, Ching-Lin Wang, Yen-Ping Chu, Wen-Yu Cheng (2014, Feb). Automatic Band Segmentation and Detection of 1D-Gel Images with Different Exposures. International Journal of Pattern Recognition and Artificial Intelligence, 28(1), 1457001-1 – 1457001-22. (SCI)

2013

  • Jui-Ming Chen, Yu-An Liu, Yu-Ling Jung, Yung-Kuan Chan, Jorng-Tzong Horng,Jen-Hui Syu, Meng-Hsiun Tsai* (2013, Aug). Analysis and Construction of Genetic Network for Mice Brain Microarray Datasets. Journal of Medical and Biological Engineering, 33(4), 400-405. (SCI). NSC 100-2221-E-005-089
  • Ching-Te Wang, Ching-Lin Wang, Yung-Kuan Chan*, Meng-Hsiun Tsai, Ying-Siou Wang, Wen-Yu Cheng (2013, Jun). Liver Cell Nucleuses and Vacuoles Segmentation by Using Genetic Algorithms for the Tissue Images. Lecture Notes in Computer Science, Vol. 7906, pp 581-591.
  • Tsai Meng-Hsiun, Chan Yung-Kuan, Hsu An-Mei, Chuang Chia-Yi, Wang Chuin-Mu, Huang Po-Whei (2013, Jan). Feature-Based Image Segmentation. Journal of Imaging Science and Technology, 57(1), 010505-1 – 010505-12.

2012

  • Pai, Pei-Yan; Chang, Chin-Chen; Chan, Yung-Kuan; Tsai, Meng-Hsiun; Guo, Shu-Wei (2012, May). An Image Segmentation-Based Thresholding Method. Journal of Imaging Science and Technology, Volume 56, Number 3, pp. 30503-1- 30503-20(20).
  • Meng-Hsiun Tsai, Chen-Tse Chung, Chi-Wei Wang, Yung-Kuan Chan* and Chiung-Chyi Shen (2012, Feb). An Automatic Contrast-Detail Phantom Image Quality Figure Evaluator in Digital Radiography. International Journal of Innovative Computing, Information and Control, Vol. 8, No. 2, pp. 1063-1075.

2011

  • Meng-Hsiun Tsai, Ching-Hao Lai and Shyr-Shen Yu* (2011, Aug). A Statistical and Learning Based Oncogene Detection and Classification Scheme Using Human cDNA Expressions for Ovarian Carcinoma. Expert Systems with Applications, Vol. 38, Issue 8, pp.10066-10074.
  • Pei-Yan Pai, Chin-Chen Chang, Yung-Kuan Chan*, and Meng-Hsiun Tsai (2011, Apr). An Adaptable Threshold Detector. Information Sciences, Vol. 181, No. 8, pp. 1463-1483.

2010

  • Yung-Kuan Chan, Meng-Hsiun Tsai, Der-Chen Huang*, Zong-Han Zheng, Kun-Ding Hung (2010, Nov). Leukocyte Nucleus Segmentation and Nucleus Lobe Counting. BMC Bioinformatics, 11:558, p.1-p.18.
  • Meng-Hsiun Tsai, Ming-Hung Wang, Ting-Yuan Chang, Pei-Yan Pai, Yung-Kuan Chan* and Jui-Ming Chen (2010, May). An Adaptable Threshold Decision Method. International Journal of Innovative Computing, Information and Control, Vol. 6, No. 5, pp. 2285-2299
  • Ching-Hao Lai, Shyr-Shen Yu, Hsiao-Yun Tseng and Meng-Hsiun Tsai* (2010, Mar). A protozoan parasite extraction scheme for digital microscopic images. Computerized Medical Imaging and Graphics, Vol. 34, No. 2, pp. 122-130.
  • Meng-Hsiun Tsai, Yang-Bin Lin and Chung-Ming Wang (2010, Mar). Image Sharing with Steganography and Cheater Identification. International Journal of Innovative Computing, Information and Control, Vol. 6, No. 3(A), pp. 1165- 1178.
  • Meng-Hsiun Tsai, Shih-Shan Tang and Chung-Ming Wang (2010, Feb). A Lightweight Prepositioned Secret Sharing Tree for Multicast Key Management. International Journal of Innovative Computing, Information and Control, Vol. 6, No. 2, pp. 487-500.