MIDL 2025 Conference Submissions

Data Augmentation for Medical Imaging: Counterfactual Simulation of Acquisition Parameters via Conditional Diffusion Model
Pedro A. Morão, Yasna Forghani, Nuno Loução, Pedro Gouveia, Mario A. T. Figueiredo, Joao Santinha
- Published: 27 Mar 2025, Last Modified: 29 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Federated Class-Heterogeneous Report Labeling with Surgical Aggregation
Nikhil Shah, Pranav Kulkarni, Florence Doo, Ang Li, Michael A. Jacobs, Vishwa Sanjay Parekh
- Published: 27 Mar 2025, Last Modified: 01 Jun 2025
- MIDL 2025 Poster
- Readers: Everyone
Foundation Model Ensemble for Out-of-Distribution Generalization: Predicting Lymph Node Metastasis in Early Gastric Cancer Using Whole-Slide Imaging
Woojin Chung, Yujun Park, Yoonho Nam
- Published: 27 Mar 2025, Last Modified: 01 Jun 2025
- MIDL 2025 Poster
- Readers: Everyone
Family of Deep Image Prior Networks for Accelerated 3D LGE-MRI Acquisition with Enhanced Reconstruction
Md Hasibul Husain Hisham, Shireen Elhabian, Ganesh Adluru, Andrew Arai, Eugene Kholmovski, Ravi Ranjan, Edward Dibella
- Published: 27 Mar 2025, Last Modified: 03 Jun 2025
- MIDL 2025 Oral
- Readers: Everyone
Sequence models for continuous cell cycle stage prediction from brightfield images
Louis-Alexandre Leger, Maxine Leonardi, Andrea Salati, Felix Naef, Martin Weigert
- Published: 27 Mar 2025, Last Modified: 28 May 2025
- MIDL 2025 Oral
- Readers: Everyone
Contrastive Patient-level Pretraining Enables Longitudinal and Multimodal Fusion for Lung Cancer Risk Prediction
Thomas Li, Lianrui Zuo, Yihao Liu, Aravind Krishnan, Kim L. Sandler, Thomas A Lasko, Fabien Maldonado, Bennett Allan Landman
- Published: 27 Mar 2025, Last Modified: 02 Jun 2025
- MIDL 2025 Poster
- Readers: Everyone
Feature Attribution for Deep Learning Models through Total Variance Decomposition
Yinzhu Jin, Shen Zhu, Tom Fletcher
- Published: 27 Mar 2025, Last Modified: 04 Jun 2025
- MIDL 2025 Poster
- Readers: Everyone
SACP: Spatially-Adaptive Conformal Prediction in Uncertainty Quantification of Medical Image Segmentation
Jacqueline Isabel Bereska, Hamed Karimi, Reza Samavi
- Published: 27 Mar 2025, Last Modified: 02 Jun 2025
- MIDL 2025 Poster
- Readers: Everyone
Surgical Flow Masked Autoencoder for Event Recognition
Mayar Lotfy Mostafa, Anna Alperovich, Dmitrii Fedotov, Ghazal Ghazaei, Stefan Saur, Azade Farshad, Nassir Navab
- Published: 27 Mar 2025, Last Modified: 31 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Anatomy-Guided Multi-Path CycleGAN for Lung CT Kernel Harmonization
Aravind Krishnan, Thomas Li, Lucas Walker Remedios, Kaiwen Xu, Lianrui Zuo, Kim L. Sandler, Fabien Maldonado, Bennett Allan Landman
- Published: 27 Mar 2025, Last Modified: 02 Jun 2025
- MIDL 2025 Oral
- Readers: Everyone
PRISM: High-Resolution & Precise Counterfactual Medical Image Generation using Language-guided Stable Diffusion
Amar Kumar, Anita Kriz, Mohammad Havaei, Tal Arbel
- Published: 27 Mar 2025, Last Modified: 01 Jun 2025
- MIDL 2025 Oral
- Readers: Everyone
MORPH-LER: Log-Euclidean Regularization for Population-Aware Image Registration
Mokshagna Sai Teja Karanam, Krithika Iyer, Sarang Joshi, Shireen Elhabian
- Published: 27 Mar 2025, Last Modified: 02 Jun 2025
- MIDL 2025 Poster
- Readers: Everyone
Predicting the Year of Total Knee Replacement: A Transformer-Based Multimodal Approach
Ozkan Cigdem, Refik Soyak, Kyunghyun Cho, Cem M Deniz
- Published: 27 Mar 2025, Last Modified: 08 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Fast forward: Rephrasing 3D deformable image registration through density alignment and splatting
Mattias P Heinrich, Alexander Bigalke, Lasse Hansen
- Published: 27 Mar 2025, Last Modified: 01 Jun 2025
- MIDL 2025 Poster
- Readers: Everyone
Multi-centric Comparison of Deep Learning Models for Lesion Detection in Breast MRI
Kai Geißler, Markus Wenzel, Susanne Diekmann, Heinrich von Busch, Robert Grimm, Hans Meine
- Published: 27 Mar 2025, Last Modified: 15 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Conditional Diffusion Models are Medical Image Classifiers that Provide Explainability and Uncertainty for Free
Gian Mario Favero, Parham Saremi, Emily Kaczmarek, Brennan Nichyporuk, Tal Arbel
- Published: 27 Mar 2025, Last Modified: 30 May 2025
- MIDL 2025 Oral
- Readers: Everyone
Point-Based Shape Representation Generation with a Correspondence-Preserving Diffusion Model
Shen Zhu, Yinzhu Jin, Ifrah Zawar, Tom Fletcher
- Published: 27 Mar 2025, Last Modified: 27 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Mesh-Prompted Anatomy Segmentation
Dingjie Su, Yihao Liu, Lianrui Zuo, Benoit Dawant
- Published: 27 Mar 2025, Last Modified: 01 Jun 2025
- MIDL 2025 Oral
- Readers: Everyone
Effective Disjoint Representational Learning for Anatomical Segmentation
Priya Tomar, Aditya Parikh, Philipp Feodorovici, Jan Arensmeyer, Hanno Matthaei, Christian Bauckhage, Helen Schneider, Rafet Sifa
- Published: 27 Mar 2025, Last Modified: 02 Jun 2025
- MIDL 2025 Poster
- Readers: Everyone
Machine Learning with Scarce Data: Ejection Fraction Prediction Using PLAX View
Zhiyuan Gao, Dominic Yurk, Yaser S. Abu-Mostafa
- Published: 27 Mar 2025, Last Modified: 19 May 2025
- MIDL 2025 Oral
- Readers: Everyone
Vector Representations of Vessel Trees
James Batten, Michiel Schaap, Matthew Sinclair, Ying Bai, Ben Glocker
- Published: 27 Mar 2025, Last Modified: 31 May 2025
- MIDL 2025 Oral
- Readers: Everyone
A Balancing Act: Optimizing Classification and Retrieval in Cross-Modal Vision Models
Judith Lefkes, Clément Grisi, Geert Litjens
- Published: 27 Mar 2025, Last Modified: 27 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Predicting Prostate Cancer Progression During Active Surveillance Using Longitudinal bpMRI Scans and A Multi-scale Foundation Model
Yifan Wang, Bin Lou, Heinrich von Busch, Robert Grimm, Sanoj Punnen, Dorin Comaniciu, Ali Kamen, Henkjan Huisman, Angela Tong, David Winkel, Tobias Penzkofer, Ivan Shabunin, Moon Hyung Choi, Qingsong Yang, Dieter Szolar, Steven Shea, Fergus Coakley, Mukesh Harisinghani
- Published: 27 Mar 2025, Last Modified: 24 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Prostate Cancer Detection in Bi-Parametric MRI using Zonal Anatomy-Guided U-Mamba with Multi-Task Learning
Michael S. Larsen, Syed Farhan Abbas, Gabriel Kiss, Mattijs Elschot, Tone F. Bathen, Frank Lindseth
- Published: 27 Mar 2025, Last Modified: 02 Jun 2025
- MIDL 2025 Poster
- Readers: Everyone
Biologically-Constrained Multi-Label Classification with Learnable Domain Knowledge
Nabil Mouadden, Véronique Vergé, Ahmadreza ARBAB, Jean-Baptiste MICOL, Elsa BERNARD, Aline RENNEVILLE, Stergios Christodoulidis, Maria Vakalopoulou
- Published: 27 Mar 2025, Last Modified: 01 May 2025
- MIDL 2025 Poster
- Readers: Everyone