Tony Xu

PhD student, Medical Biophysics, University of Toronto

Joined

May 2021

Names

Tony Xu (Preferred)

Emails

****@alumni.ubc.ca (Confirmed)

****@mail.utoronto.ca (Confirmed)

Personal Links

DBLP

Career & Education History

PhD student

Medical Biophysics, University of Toronto (utoronto.ca)

2022 – Present

Undergrad student

Electrical Engineering, University of British Columbia (ubc.ca)

2017 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Anne Martel

2022 – 2027

PhD Advisor

Maged Goubran

2022 – 2027

Expertise

Self-supervised learning

2022 – 2027

Medical imaging

2022 – 2027

digital pathology

2022 – 2027

Publications

Self-Distillation Representation Learning and Parameter Efficient Fine-Tuning for Pretrained Models in Multimodal 3D Medical Imaging
Tony Xu, Anne Martel, Maged Goubran
- MICCAI 2025 Challenge FLARE Submission
- Readers: Everyone
Self supervised contrastive learning for digital histopathology
Ozan Ciga, Tony Xu, Anne Martel
- Machine Learning with Applications
- Readers: Everyone
AI-assisted detection of breast cancer lymph node metastases in the post-neoadjuvant treatment setting
Tony Xu, Maged Goubran, Chetan L. Srinidhi, dina bassiouny, Michael Sze Wai Lam, sharon nofech-mozes, Anne Martel
- Laboratory Investigation
- Readers: Everyone
A generalizable 3D framework and model for self-supervised learning in medical imaging
Tony Xu, Sepehr Hosseini, Chris Anderson, Anthony Rinaldi, Rahul G. Krishnan, Anne L. Martel, Maged Goubran
- CoRR 2025
- Readers: Everyone
SELMA3D challenge: Self-supervised learning for 3D light-sheet microscopy image segmentation
Ying Chen, Rami Al-Maskari, Izabela Horvath, Mayar Ali, Luciano Höher, Kaiyuan Yang, Zengming Lin, Zhiwei Zhai, Mengzhe Shen, Dejin Xun, Yi Wang, Tony Xu, Maged Goubran, Yunheng Wu, Kensaku Mori, Johannes C. Paetzold, Ali Ertürk
- CoRR 2025
- Readers: Everyone
Detecting Noisy Labels with Repeated Cross-Validations
Jianan Chen, Vishwesh Ramanathan, Tony Xu, Anne L. Martel
- MICCAI (10) 2024
- Readers: Everyone
Masked Image Modeling for Label-Efficient Segmentation in Two-Photon Excitation Microscopy
Tony Xu, Matthew Rozak, Emmanuel E. Ntiri, Adrienne Dorr, James R. Mester, Bojana Stefanovic, Anne L. Martel, Maged Goubran
- MILLanD@MICCAI 2023
- Readers: Everyone
Overcoming the limitations of patch-based learning to detect cancer in whole slide images
Ozan Ciga, Tony Xu, Sharon Nofech-Mozes, Shawna Noy, Fang-I Lu, Anne L. Martel
- CoRR 2020
- Readers: Everyone
Self supervised contrastive learning for digital histopathology
Ozan Ciga, Anne L. Martel, Tony Xu
- CoRR 2020
- Readers: Everyone

Co-Authors

View all 37 co-authors