BioCompLab

Principal Investigator

Postdocs

Research Assistant

Ph.D. Student

Master Student

Alumni

Che-Yu Chou (周哲宇)

Master Student (2019/09-2021/07)

Graduate Institute of Data Science,
Taipei Medical University, Taiwan
Email: m946108010@tmu.edu.tw

    Education:

  • 2013/09 - 2017/06, B.S., Department of Statistics and Information Science, Fu Jen University, New Taipei, Taiwan

Scientific Publications

  1. C.C. Wang, Y.T. Hung, C.Y. Chou, S.L. Hsuan, Z.W. Chen, P.Y. Chang, T.R. Jan* and C.W. Tung* (2023) Using random forest to predict antimicrobial minimum inhibitory concentrations of nontyphoidal Salmonella in Taiwan, Veterinary Research, 54(1), 11.
  2. C.Y. Chou, P. Lin, J. Kim, S.S. Wang, C.C. Wang* and C.W. Tung* (2022) Ensemble learning for predicting ex vivo human placental barrier permeability, BMC Bioinformatics, 22(10), 629.
  3. C.C. Wang, P. Lin, C.Y. Chou, S.S. Wang and C.W. Tung* (2020) Prediction of human fetal–maternal blood concentration ratio of chemicals, PeerJ, 8, e9562.

Conference Presentations

  1. C.Y. Chou, S.S. Wang, C.C. Wang and C.W. Tung* (2021) Predicting Antimicrobial Resistance of Salmonella Based on Machine Learning and Whole-Genome Sequencing Data, 2021 Teacher and Student Joint Academic Research Symposium, Taipei Medical University, Taipei, Taiwan. May 10-May 14 (Poster). (Poster award: 3rd place)
  2. C.Y. Chou, P. Lin, J. Kim, S.S. Wang, C.C. Wang* and C.W. Tung* (2021) Ensemble learning for predicting ex vivo human placental barrier permeability, The 19th Asia Pacific Bioinformatics Conference (APBC2021), Tainan, Taiwan. Feb 3-5 (Oral).
  3. C.Y. Chou, P.P. Lin, J. Kim, S.S. and W. , C.C. Wang* and C.W. Tung* (2020) An Ensemble Method for Predicting Placental Transfer of Chemicals, 2020 Teacher and Student Joint Academic Research Symposium, Taipei Medical University, Taipei, Taiwan. Oct 30-Nov 6 (Poster).

Other Publications

  1. C.Y. Chou (2021) Using Random Forest to Predict Antimicrobial Resistance for Salmonella Based on Whole Genome Sequencing Data, Master's thesis, Graduate Institute of Data Science, Taipei Medical University.