Tony Xu
Scholar

Tony Xu

Google Scholar ID: 3vwB4oEAAAAJ
University of Toronto
Computer VisionMedical ImagingDeep Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
516
 
H-index
4
 
i10-index
2
 
Publications
16
 
Co-authors
0
 
Contact
CVOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
7 items
FloatSOM: GPU-Accelerated, Distributed, Topology-Flexible Self-Organizing Maps
2026
Cited
0
The MAMA-MIA Challenge: Advancing Generalizability and Fairness in Breast MRI Tumor Segmentation and Treatment Response Prediction
2026
Cited
0
Uncertainty and Fairness Awareness in LLM-Based Recommendation Systems
2026
Cited
0
FairEval: Evaluating Fairness in LLM-Based Recommendations with Personality Awareness
2025
Cited
0
ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology
2025
Cited
0
A generalizable 3D framework and model for self-supervised learning in medical imaging
2025
Cited
0
SELMA3D challenge: Self-supervised learning for 3D light-sheet microscopy image segmentation
2025
Cited
0
Resume
Academic Achievements
  • Recipient of the Google PhD Fellowship in Health and Bioscience
  • ICCV 2025: Co-first authored 'ModalTune' for fine-tuning slide-level foundation models in digital pathology
  • MICCAI 2025: First-place solutions in both SELMA3D 2025 Challenge and FLARE 2025 Challenge Task 4
  • SELMA3D Challenge (MICCAI 2024 Workshop): Third place with the 3DINO method
  • SemiCOL Challenge (EDCP 2023): Second place in both challenge tracks