Student Presentations

CSI 5180 - Machine Learning for Bioinformatics

Student Presentation

Students	Paper	DOI
Matthieu Vilain, Marc Wu	Tian et al. (2019)	DOI
Jean-Marie Kouamé N’Dah	Higuera, Gardiner, and Cios (2015)	DOI
Steven Sun	Xia et al. (2024)	DOI

References

Higuera, Clara, Katheleen J. Gardiner, and Krzysztof J. Cios. 2015. “Self-Organizing Feature Maps Identify Proteins Critical to Learning in a Mouse Model of Down Syndrome.” PLoS ONE 10 (6): e0129126. https://doi.org/10.1371/journal.pone.0129126.

Tian, Tian, Ji Wan, Qi Song, and Zhi Wei. 2019. “Clustering Single-Cell RNA-Seq Data with a Model-Based Deep Learning Approach.” Nature Machine Intelligence 1 (4): 191–98. https://doi.org/10.1038/s42256-019-0037-0.

Xia, Xiaoqiong, Chaoyu Zhu, Fan Zhong, and Lei Liu. 2024. “TransCDR: a deep learning model for enhancing the generalizability of drug activity prediction through transfer learning and multimodal data fusion.” BMC Biology 22 (1): 227. https://doi.org/10.1186/s12915-024-02023-8.