MICCAI 2025 Workshop MSB EMERGE Submissions

Invisible Yet Detected: PelFANet with Attention-Guided Anatomical Fusion for Pelvic Fracture Diagnosis
Siam Tahsin Bhuiyan, Rashedur Rahman, Sefatul Wasi, Naomi Yagi, Syoji Kobashi, Ashraful Islam, Saadia Binte Alam
- Published: 21 Jul 2025, Last Modified: 21 Aug 2025
- MSB EMERGE 2025 Conditionalrequiresmajorrevision
- Readers: Everyone
Corrective Unlearning for MRI Reconstruction
Sairam Narendra Babu, Aryaman Bahl, Chinmay Sharma, Ponnurangam Kumaraguru, Balaji Darur
- 01 Jul 2025 (modified: 21 Jul 2025)
- Submitted to MSB EMERGE 2025
- Readers: Everyone
Quantitative Histopathological Validation of Bioprinted Tissue Models in Early Stage Oral Submucous Fibrosis
Vinit, Kanika Singroha
- Published: 21 Jul 2025, Last Modified: 23 Aug 2025
- MSB EMERGE 2025 Poster
- Readers: Everyone
NFCMTL: Auto NailFold Capillaroscopy through a Multi-Task Learning Model
Yingke Ding, Jiankai Tang, Wanying Mo, Tianruo Rose Xu, Yuanchun Shi, Yuntao Wang
- Published: 21 Jul 2025, Last Modified: 20 Aug 2025
- MSB EMERGE 2025 Oral
- Readers: Everyone
A Study in Scatter: Investigating Low-Contrast Image Contents Outside the X-Ray Collimation
Heiko Maier, Shahrooz Faghihroohi, Philipp Steininger, Felix Wirth, Angelos Karlas, Nassir Navab
- Published: 21 Jul 2025, Last Modified: 21 Aug 2025
- MSB EMERGE 2025 Oral
- Readers: Everyone
RETQuerySeg: Very-low-parameter adaptation of retinal foundation models for segmentation with query vectors
Justin Engelmann, Lucas Gago
- 30 Jun 2025 (modified: 21 Jul 2025)
- Submitted to MSB EMERGE 2025
- Readers: Everyone
XBoundNet++: Uncertainty-Aware Segmentation of Kidney Ablation Zones
Oren Arbel-Wood, Maryam Rastegarpoor, Aaron Fenster
- Published: 21 Jul 2025, Last Modified: 20 Aug 2025
- MSB EMERGE 2025 Conditionalrequiresmajorrevision
- Readers: Everyone
Structured Spectral Graph Learning for Anomaly Classification in 3D Chest CT Scans
Théo Di Piazza, Carole Lazarus, Olivier Nempont, BOUSSEL
- Published: 21 Jul 2025, Last Modified: 20 Aug 2025
- MSB EMERGE 2025 Oral
- Readers: Everyone
GroundingDINO for Open-Set Lesion Detection in Medical Imaging
Samuel James Roughley, Johanna Paula Müller, Shangqi Gao, Zeyu Gao, Marta Ligero, Rudolfs Blums, Mireia Crispin-Ortuzar, Julia A. Schnabel, Bernhard Kainz, Cosmin I. Bercea, Ines Prata Machado
- Published: 21 Jul 2025, Last Modified: 21 Aug 2025
- MSB EMERGE 2025 Oral
- Readers: Everyone
An Augmentation a Day Keeps the MRI Away: Blueprint Augmentation for Brain Graphs
Mariem Touihri, Montassar Ben Dhifallah, Ahmed Nebli
- 25 Jun 2025 (modified: 21 Jul 2025)
- Submitted to MSB EMERGE 2025
- Readers: Everyone
Self-supervised Vision Transformers for Prostate Cancer Classification in Biparametric MRI
Shebna Rose Fabilloren, Jose Conrado T. Paulino, Johanna Patricia A. Cañal, Prospero C. Naval Jr.
- Published: 21 Jul 2025, Last Modified: 20 Aug 2025
- MSB EMERGE 2025 Conditionalrequiresmajorrevision
- Readers: Everyone
ESCAViT: Symmetry-Aware EEG Classification
Se Hwan Lim, Hyungyu Lee
- Published: 21 Jul 2025, Last Modified: 20 Aug 2025
- MSB EMERGE 2025 Oral
- Readers: Everyone
Memory-Enhanced Temporal Learning: Leveraging SAM2’s Memory Modules for Consistent Video Segmentation on Surgical Video
Shunsuke Kikuchi, Atsushi Kouno, Hiroki Matsuzaki
- Published: 21 Jul 2025, Last Modified: 20 Aug 2025
- MSB EMERGE 2025 Conditionalrequiresmajorrevision
- Readers: Everyone
Foundation Models as Class-Incremental Learners for Dermatological Image Classification
Mohamed Elkhayat, Mohamed Mahmoud, Jamil Fayyad, Nourhan Bayasi
- Published: 21 Jul 2025, Last Modified: 20 Aug 2025
- MSB EMERGE 2025 Oral
- Readers: Everyone
Automated method design for cancer image classification by Differential Evolution and Ensembling
Natalia Oviedo Acosta, Stefan Klein, Martijn P. A. Starmans
- Published: 21 Jul 2025, Last Modified: 20 Aug 2025
- MSB EMERGE 2025 Oral
- Readers: Everyone
Evaluation of Unsupervised Deep Learning-based Methods for Chest and Abdominal CT Image Registration
Laura Estacio-Cerquin, Daniël Boeke, Kalina Chupetlovska, Regina Beets-Tan, Stefan Klein, Stefano Trebeschi
- 31 May 2025 (modified: 21 Jul 2025)
- Submitted to MSB EMERGE 2025
- Readers: Everyone
Priority-Aware Clinical Pathology Hierarchy Training for Multiple Instance Learning
Sungrae Hong, KyungeunKim, JuHyeon Kim, SolLee, Jisu Shin, Chanjae Song, Mun Yong Yi
- Published: 21 Jul 2025, Last Modified: 21 Aug 2025
- MSB EMERGE 2025 Oral
- Readers: Everyone
ZeroSlide: Is Zero-Shot Classification Adequate for Lifelong Learning in Whole-Slide Image Analysis in the Era of Pathology Vision-Language Foundation Models?
Doanh C. Bui, Pham Hoai Luan, Vu Trung Duong Le, Vu Tuan Hai, Van Duy Tran, Yasuhiko Nakashima
- Published: 21 Jul 2025, Last Modified: 21 Aug 2025
- MSB EMERGE 2025 Oral
- Readers: Everyone