EurIPS 2025 Workshop MedEurIPS Submissions

Breast Tumor Segmentation in Dynamic Contrast-Enhanced Magnetic Resonance Images via Multi-Staged Training and Deep Ensembling of a Large Kernel MedNeXt
Toufiq Musah
- 10 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
Evaluation of Time-of-Flight Camera Positioning for AI-based Patient Pose Assessment in Radiography
Manuel Laufer, Julius M. Haas, Dominik Mairhöfer, Hauke Gerdes, Jörg Barkhausen, Erhardt Barth, Thomas Martinetz
- 10 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
Bayesian generative models can flag performance loss and bias
Miguel López-Pérez, Marco Miani, Valery Naranjo, Søren Hauberg, Aasa Feragen
- 10 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
Visual Semantics Meets Medical Diagnosis: Cross-Scale Embedding Alignment for Clinically Explainable Medical Image Segmentation
Thuraya Alzubaidi, Muzammil Behzad
- 10 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
Causal Attribution of Model Performance Gaps in Medical Imaging Under Distribution Shifts
Pedro M Gordaliza, Nataliia Molchanova, Jaume Banus, Meritxell Bach Cuadra
- 10 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
We Need to Talk About Functional Brain Networks
Gurur Gamgam
- 10 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
Hierarchical Clustering Diffusion Model for fMRI Functional Connectivity to Enhance Autism Spectrum Disorder Diagnosis
Fatima Ez-Zahraa Bazay, Djaafer Gueddou, Mourad Oussalah, Rachid Jennane, Ahmed Drissi El Maliani
- 10 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
Benchmarking CXR Foundation Models With Publicly Available MIMIC-CXR and NIH-CXR14 Datasets
Jiho Shin
- 10 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
Conditioned Implicit Neural Representation for Regularized Deformable Image Registration
Sidaty El Hadramy, Philippe C. Cattin
- 10 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
Who Does Your Algorithm Fail? Investigating Age and Ethnic Bias in the MAMA-MIA Dataset
Aditya Parikh, Sneha Das, Aasa Feragen
- 10 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
acia-workflows: Automated Single-cell Imaging Analysis for Scalable and Deep Learning-based Live-cell Imaging Analysis Workflows
Johannes Seiffarth, Richard D. Paul, Katharina Nöh
- 10 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
Benchmarking the Reproducibility of Brain MRI Segmentation Across Scanners and Time
Ekaterina Kondrateva
- 10 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
Improving Polyp Classification in Colonoscopy using Self-Supervised Learning with Side Information
Nils Hallerfelt, Andrea Cherubini, Carlo Biffi, Giacomo Tarroni
- 10 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
Accounting for Underspecification in Statistical Claims of Model Superiority
Thomas Sanchez, Pedro M Gordaliza, Meritxell Bach Cuadra
- 10 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
Digital Organ Twins from Single Imaging Scans: A Hybrid Physics-ML Framework for Predictive Medicine
Mahule Roy, Subhas Roy
- 10 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
A Multi-Task Deep Learning Framework for Skin Lesion Classification, ABCDE Feature Quantification, and Evolution Simulation
Harsha Kotla
- 10 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
An Efficient One-Shot Federated Medical Imaging via Variational Inference Parametric Feature Transfer
Omid Orang, Pedro H Barros, Giulia Zanon de Castro, Frederico Gadelha Guimarães
- 09 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
Learning Regularization Functionals for Inverse Problems: A Comparative Study
Johannes Hertrich, Hok Shing Wong, Alexander Denker, Stanislas Ducotterd, Zhenghan Fang, Markus Haltmeier, Zeljko Kereta, Erich Kobler, Oscar Leong, Mohammad Sadegh Salehi, Carola-Bibiane Schönlieb, Johannes Schwab, Zakhar Shumaylov, Jeremias Sulam, German Shâma Wache, Martin Zach, Yasi Zhang, Matthias J Ehrhardt, Sebastian Neumayer
- 09 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
Metadata-Aligned 3D MRI Representations for Contrast and Sequence Understanding
Mehmet Yigit Avci, Pedro Borges, Virginia Fernandez, Mehmet Yigitsoy, Sebastien Ourselin, M. Jorge Cardoso
- 09 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
When are radiology reports useful for training medical image classifiers?
Herman Bergström, Zhongqi Yue, Fredrik D. Johansson
- 09 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
TGV: Tabular Data-Guided Learning of Visual Cardiac Representations
Marta Hasny, Maxime Di Folco, Keno Bressem, Julia Schnabel
- 09 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
CARE: Confidence-aware Ratio Estimation for Medical Biomarkers
Jiameng Li, Teodora Popordanoska, Aleksei Tiulpin, Sebastian Gruber, Frederik Maes, Matthew B. Blaschko
- 09 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
Zero-shot evaluation of promptable foundation models for 3D CT segmentation
Caroline Magg, Clara I. Sánchez, Hoel Kervadec
- 09 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
Self-Supervised Masked Autoencoders for Prostate Cancer Segmentation via Learned Representations
Akshat Tulsani
- 08 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone
Reliable Cell Trackers Say "I dunno!"
Richard D. Paul, Johannes Seiffarth, David Rügamer, Hanno Scharr, Katharina Nöh
- 06 Oct 2025 (modified: 11 Oct 2025)
- EurIPS 2025 Workshop MedEurIPS Submission
- Readers: Everyone