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Tongan Cai*, HaomiaoNi*, Wenchao Ma*, Yuan Xue, Qian Ma, Rachel Leicht, Kelvin Wong, John Volpi and Stephen T.C. Wong, James Z. Wang, Xiaolei Huang
SafeTriage: Facial Video De-identification for Privacy-Preserving Stroke Triage
Information Processing in Medical Imaging 2025 (IPMI'25), May 25-30, Kos Island, Greece.
[ Gen AI | Video Retargeting | Privacy ]
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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
IEEE-EMBS 2024 Conference of Biomedical and Health Informatics (BHI'24), Nov 11-13, Houston, TX, USA
[ Transformers | State-Space Model | Mobile ]
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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]
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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]
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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]
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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]
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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
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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]
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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]
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