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

Email (Reveal):

Summary: I'm a Ph.D. candidate (ABD) 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 Deep Learning, 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 hold a B.S.E in Electrical & Computer Engineering at Shanghai Jiao Tong University, Class of 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

Tongan Cai*, HaomiaoNi*, Kelvin Wong, James Z. Wang, Xiaolei Huang, Xiaohui Yu, John Volpi and Stephen T.C. Wong
SafeScreen: Facial Video De-identification for AI-Assisted Stroke Screening
Submitted to IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI’24).
[ Gen AI | Video Retargeting | Privacy ]
Tongan Cai, Kelvin Wong, James Z. Wang, Xiaolei Huang, Xiaohui Yu, John Volpi and Stephen T.C. Wong
M3Stroke: Advancing Stroke Triage with MultiModal Mobile AI for Accurate and Timely Identification of Mild to Moderate Acute Strokes in Emergency Care
Submitted to IEEE Journal of Biomedical and Health Informatics (J-BHI)
[ Transformers | State-Space Model | Mobile ]
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.
[ Vision-Language Model | Digital Pathology ]
[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)
[ Video-Audio Fusion | Adversarial | Fairness Embedding ]
[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)
[ Human Factor Design | User Study | Behavior | Cognitive ]
[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.
[ Multimodal | Face Video | Speech Text ]
[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