MIDL 2025 Conference Submissions

Enhancing Wrist Fracture Detection through LLM-Powered Data Extraction and Knowledge-Based Ensemble Learning
Serge Didenko Vasylechko, Andy Tsai, Onur Afacan, Sila Kurugol
- Published: 27 Mar 2025, Last Modified: 01 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Enhancing Contrastive Learning for Retinal Imaging via Adjusted Augmentation Scales
zijie cheng, Boxuan Li, Andre Altmann, Pearse Keane, Yukun Zhou
- Published: 27 Mar 2025, Last Modified: 09 May 2025
- MIDL 2025 Poster
- Readers: Everyone
FLAIRBrainSeg: Fine-Grained Brain Segmentation Using FLAIR MRI Only
Le Bot Edern, Rémi Giraud, Boris Mansencal, Thomas tourdias, Jose V Manjon, Pierrick Coupe
- Published: 27 Mar 2025, Last Modified: 01 May 2025
- MIDL 2025 Oral
- Readers: Everyone
Training-Free Dataset Pruning for Polyp Segmentation via Community Detection in Similarity Networks
Md Mostafijur Rahman, Radu Marculescu
- Published: 27 Mar 2025, Last Modified: 31 May 2025
- MIDL 2025 Oral
- Readers: Everyone
GAMBAS: Generalised-Hilbert Mamba for Super-resolution of Paediatric Ultra-Low-Field MRI
Levente Baljer, Ula Briski, Robert Leech, Niall J Bourke, Kirsten A Donald, Layla E Bradford, Simone R Williams, Sadia Parkar, Sidra Kaleem, Salman Osmani, Sean CL Deoni, Steven CR Williams, Rosalyn J Moran, Emma C. Robinson, František Váša
- Published: 27 Mar 2025, Last Modified: 30 May 2025
- MIDL 2025 Poster
- Readers: Everyone
LOTUS: Latent Outpainting Diffusion Model for Three-Dimensional Ultrasound Stitching
Xing Yao, Runxuan Yu, Nick DiSanto, Ehsan Khodapanah Aghdam, Kanyifeechukwu Jane Oguine, Daiwei Lu, Ange Lou, Jiacheng Wang, Dewei Hu, Gabriel A Arenas, Baris Oguz, Alison Marie Pouch, Nadav Schwartz, Brett Byram, Ipek Oguz
- Published: 27 Mar 2025, Last Modified: 28 May 2025
- MIDL 2025 Oral
- Readers: Everyone
A Vision Foundation Model for Cataract Surgery Using Joint-Embedding Predictive Architecture
Nisarg A Shah, Mingze Xia, Subhasri Vijay, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel
- Published: 27 Mar 2025, Last Modified: 03 Jun 2025
- MIDL 2025 Poster
- Readers: Everyone
Evaluating Shortcut Utilization in Deep Learning Disease Classification through Counterfactual Analysis
Vibujithan Vigneshwaran, Emma A.M. Stanley, Raissa Souza, Erik Ohara, Matthias Wilms, Nils Forkert
- Published: 27 Mar 2025, Last Modified: 02 Jun 2025
- MIDL 2025 Oral
- Readers: Everyone
MAIS: Memory-Attention for Interactive Segmentation
Mauricio Orbes, Oeslle Lucena, Sebastien Ourselin, M. Jorge Cardoso
- Published: 27 Mar 2025, Last Modified: 27 May 2025
- MIDL 2025 Poster
- Readers: Everyone
A knowledge-based method for detecting network-induced shape artifacts in synthetic images
Rucha Deshpande, Miguel Lago, Adarsh Subbaswamy, Seyed Kahaki, Jana G Delfino, Aldo Badano, Ghada Zamzmi
- Published: 27 Mar 2025, Last Modified: 29 May 2025
- MIDL 2025 Oral
- Readers: Everyone
Equivariant Imaging Biomarkers for Robust Unsupervised Segmentation of Histopathology
Fuyao Chen, Yuexi Du, Tal Zeevi, Nicha C Dvornek, John A Onofrey
- Published: 27 Mar 2025, Last Modified: 30 May 2025
- MIDL 2025 Poster
- Readers: Everyone
BinaryFormer: 1-bit self-attention for long-range transformers in medical image segmentation and 3D diffusion models
Mattias P Heinrich
- Published: 27 Mar 2025, Last Modified: 01 Jun 2025
- MIDL 2025 Oral
- Readers: Everyone
Curriculum Learning for Language-guided, Multi-modal Detection of Various Pathologies
Laurenz Adrian Heidrich, Aditya Rastogi, Priyank Upadhya, Gianluca Brugnara, Martha Foltyn-Dumitru, Benedikt Wiestler, Philipp Vollmuth
- Published: 27 Mar 2025, Last Modified: 22 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Improving brain disorder diagnosis with advanced brain function representation and Kolmogorov-Arnold Networks
Tyler Ward, Abdullah Al Zubaer Imran
- Published: 27 Mar 2025, Last Modified: 02 Jun 2025
- MIDL 2025 Oral
- Readers: Everyone
Imitating Radiological Scrolling: A Glocal-Lobal Attention Model for 3D Chest CT Volumes Multi-Label Anomaly Classification
Théo Di Piazza, Carole Lazarus, Olivier Nempont, Loic Boussel
- Published: 27 Mar 2025, Last Modified: 28 May 2025
- MIDL 2025 Oral
- Readers: Everyone
SegResMamba: An Efficient Architecture for 3D Medical Image Segmentation
Badhan Kumar Das, Ajay Singh, Saahil Islam, Gengyan Zhao, Andreas Maier
- Published: 27 Mar 2025, Last Modified: 26 May 2025
- MIDL 2025 Poster
- Readers: Everyone
A Novel GNN Framework Integrating Neuroimaging and Behavioral Information to Understand Adolescent Psychiatric Disorders
Weifeng Yu, Gang Qu, Young-geun Kim, Lei Xu, Aiying Zhang
- Published: 27 Mar 2025, Last Modified: 30 May 2025
- MIDL 2025 Poster
- Readers: Everyone
DiffRGenNet: Difference-aware Medical Report Generation
Minghao Bian, Kun Zhang, Dexin Zhao, S Kevin Zhou
- Published: 27 Mar 2025, Last Modified: 21 May 2025
- MIDL 2025 Poster
- Readers: Everyone
4D-VQ-GAN: A World Model for Synthesizing Medical Scans at Any Time Point for Personalized Disease Progression Modeling of Idiopathic Pulmonary Fibrosis
An Zhao, Moucheng Xu, Ahmed H. Shahin, Wim Wuyts, Mark G. Jones, Joseph Jacob, Daniel C. Alexander
- Published: 27 Mar 2025, Last Modified: 31 May 2025
- MIDL 2025 Oral
- Readers: Everyone
Evaluation of Virtual Stain Multiplexed CD68 for Macrophage Detection in NSCLC PD-L1 Slides
Elad Arbel, Oded Ben-David, Itay Remer, Amir Ben-Dor, Daniela Rabkin, Sarit Aviel-Ronen, Frederik Aidt, Tine Hagedorn-Olsen, Lars Jacobsen, Kristopher Kersch, Jim Christian, Quyen Nguyen, Anya Tsalenko
- Published: 27 Mar 2025, Last Modified: 27 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Mapping Functional Language Areas with non-Functional Brain MRI
Omri Leshem, Atira Sara Bick, Nahum Kiryati, Netta Levin, Arnaldo Mayer
- Published: 27 Mar 2025, Last Modified: 22 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Unveiling Differences: A Vision Encoder-Decoder Model for Difference Medical Visual Question Answering
Luis-Jesus Marhuenda, Miquel Obrador-Reina, Mohamed Aas-Alas, Alberto Albiol, Roberto Paredes
- Published: 27 Mar 2025, Last Modified: 12 May 2025
- MIDL 2025 Oral
- Readers: Everyone
FERN: A Fetal Echocardiography Registration Network for 2D-to-3D Alignment
Paula Ramirez Gilliland, David F A Lloyd, Jacqueline Matthew, Reza Razavi, Milou PM Van Poppel, Andrew P. King, Maria Deprez
- Published: 27 Mar 2025, Last Modified: 19 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Semi-Supervised Skin Lesion Segmentation under Dual Mask Ensemble with Feature Discrepancy Co-Training
Thanh-Huy Nguyen, Thien Nguyen, Xuan Bach Nguyen, Nguyen Lan Vi Vu, Vinh Quang Dinh, Fabrice MERIAUDEAU
- Published: 27 Mar 2025, Last Modified: 27 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI Segmentation
Mei Vaish, Felix Meister, Tobias Heimann, Christoph Brune, Jelmer M. Wolterink
- Published: 27 Mar 2025, Last Modified: 16 May 2025
- MIDL 2025 Poster
- Readers: Everyone