Tongan Cai [CV][Résumé][Google Scholar][LinkedIn]  

Email (Reveal):

Summary: I'm a Ph.D. candidate in College of IST at the Pennsylvania State University. I'm honored to be advised by Prof. Wang, James Z. My current research interest lies in Computer Vision and Data Mining, especially their application in healthcare/medical domain. I received my B.S.E. in Data Science at University of Michigan, class of 2019. I also earned a B.S.E in Electrical & Computer Engineering at Shanghai Jiao Tong University in 2019, under the UM-SJTU Joint Institute.

Thesis Committee: Prof. Wang, James Z., Prof. Huang, Xiaolei, Prof. Silverman, Justin, and Prof. Li, Jia

News

Research

Publications

Yimu Pan, Tongan Cai, Manas Mehta, Alison D Gernand, Jeffery A Goldstein, Leena Mithal, Delia Mwinyelle, Kelly Gallagher, James Z. Wang
Enhancing Automatic Placenta Analysis Through Distributional Feature Recomposition in Vision-Language Contrastive Learning
Proceedings of the International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI2023). pp. 116-126.
[Paper]
Tongan Cai*, HaomiaoNi*, Mingli Yu, Xiaolei Huang, Kelvin Wong, John Volpi, James Z. Wang, Stephen T.C. Wong
DeepStroke: An efficient stroke screening framework for emergency rooms with multimodal adversarial deep learning
Medical Image Analysis, Volume 80, August 2022, p.102522 (IF=13.8)
[Paper]
Tongan Cai, Chacha Chen, Kenneth Huang, and Frank E. Ritter
What Makes A Good Reference Manager? A Quantitative Analysis of Bibliography Management Applications
Proceedings of the Asian CHI Symposium 2021 (Best Paper)
[Paper]
Mingli Yu*, Tongan Cai*, Kelvin Wong, Xiaolei Huang, John Volpi, James Z. Wang and Stephen T.C. Wong
Toward Rapid Stroke Diagnosis with Multimodal Deep Learning
Proceedings of the International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI2020). pp. 616-626.
[Paper][Code]
Li Yu*, Tongan Cai*
Ensemble learning for early identification of students at risk from online learning platforms
Advances in Data Science & Information Engineering, Springer. pp. 531-542
[Paper]
Tongan Cai, Jessica R. Golbus, Daniel Najarian, Brad Trumpower, Timothy Kao, Akbar Waljee, Brahmajee K. Nallamothu
Determinants of Compensation for US Academic Physicians: Does Gender Matter?
2019 AHA QCOR (Abstract)
[Poster][Abstract]
Tongan Cai, Hongliang He, Wenyu Zhang
Breast Cancer Diagnosis Using Imbalanced Learning and Ensemble Method
2018 International Symposium of Mathematics and Computer Science (Oral)
Journal of Applied and Computational Mathematics. Vol. 7, No. 3
[Paper]

Misc