Schedule

Session 1 - Medical Imaging (Chairs: Federico Bolelli, Sergi Pujades)
Time
Title
Speaker
08:00 - 08:15
Opening
Workshop Organizers
08:15 - 09:15
Medical image analysis should be really open, not only pretend to be open (as OpenAI)
Bram van Ginneken
09:15 - 10:00
Spotlight Presentations
~
10:00 - 10:30
Coffee Break
~
10:00 - 11:00
Poster Session (presentations)
~
Session 2 - Dentistry and Orthognathic Surgery (Chairs: Yaqi Wang, Costantino Grana)
Time
Title
Speaker
11:00 - 11:40
Tooth Segmentation - A Powerful Tool for Oral Health
Huiyu Zhou
11:40 - 12:20
Evolution of AI Medical Imaging in Orthognathic Surgery and Orthodontics
Dahong Qian
12:20 - 12:30
Closing
~
12:30 - 14:00
Lunch Break
~
Session 3 - ToothFairy3 Challenge (Chairs: Federico Bolelli, Zdravko Marinov)
Time
Title
Speaker
14:00 - 14:15
Official Challenge Overview
Federico Bolelli,
Zdravko Marinov
14:15 - 14:30
Multi-Phase Automated Segmentation of Dental Structures in CBCT Using a Lightweight Auto3DSeg and SegResNet Implementation
Dominic LaBella
14:30 - 14:45
Efficient CBCT Segmentation via nnU-Net and Structure-Aware Post-processing
Changkai Ji
14:45 - 15:00
Efficient and Robust CBCT Segmentation of Oral and Maxillofacial Structures
Fan Xiao
15:00 - 15:15
U-Mamba2: Scaling State Space Models for Dental Anatomy Segmentation in CBCT
Zhi Qin Tan
15:15 - 15:30
Morphology-Driven Deep Watershed Transform for 3D Tooth Segmentation
Tomasz Szczepański
15:30 - 16:00
Coffee Break
~
Session 4 - STSR Challenge (Chairs: Shuai Wang)
Time
Title
Speaker
16:00 - 16:15
Official Challenge Overview
Shuai Wang
Task 1
16:15 - 16:30
U-Mamba2-SSL for Semi-Supervised Tooth and Pulp Segmentation in CBCT
Zhi Qin Tan
16:30 - 16:45
Efficient nnU-Net for Tooth and Root Canal Segmentation in CBCT
Changkai Ji
16:45 - 17:00
nnU-Net for Tooth and Pulp Root Canal Segmentation in CBCT
Ajo Babu George
Task 2
17:00 - 17:15
Rigid Registration of CBCT–STL Pairs Using PointNetLK Unified Model
Ajo Babu George
17:15 - 17:30
Learning-based CBCT–IOS Registration with PointNet++ and SVD
Changkai Ji
17:30 - 18:00
Closing
~

Speakers

Bram van Ginneken

Diagnostic Image Analysis Group, Radboud Imaging
Nijmegen, Netherlands
About & Talk Topic

Huiyu Zhou

Biomedical Image Processing Lab, University of Leicester
England
About & Talk Topic

Dahong Qian

Shanghai Jiao Tong University
China
About & Talk Topic