MIDL 2025 Short Papers Submissions

Dynamic Scale for Transformer
Xiaoya Tang, Xiwen Li, Tolga Tasdizen
- Published: 01 May 2025, Last Modified: 28 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
End-to-End Patch-Based Semantic Segmentation for Paramagnetic Rim Lesion Detection
Zineb El yamani, Antoine Theberge, Manon Edde, Olivier Grimard, Emmanuelle Lapointe, Stefano Magon, Muhamed Barakovic, Maxime Descoteaux, Francois Rheault
- Published: 01 May 2025, Last Modified: 02 Jun 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Cycle-CTFlow: A CycleGAN–Normalizing Flow Harmonization Framework for Improved Nodule Detection
Anil Yadav, Nathan Tran, Spencer Welland, John M. Hoffman, Grace Hyun J. Kim, Ashley E. Prosper, Denise R. Aberle, Michael McNitt-Gray, William Hsu
- Published: 01 May 2025, Last Modified: 01 Jun 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Early diagnosis of skin cancer from phone-taken skin lesion images using Vision Transformers
Sina Garazhian, Parsa Hariri
- Published: 01 May 2025, Last Modified: 01 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Can Natural Domain Foundation Models Be Applied to Cardiac MRI Reconstruction?
Anam Hashmi, Julia Dietlmeier, Mayug Maniparambil, Carles Garcia-Cabrera, Kathleen M Curran, Noel O'Connor
- Published: 01 May 2025, Last Modified: 30 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Thyroid Cancer Detection using Smartphone-captured Cytopathology Images and Foundation Model
Aiden Coffey, Vladimir Cuc, Hoan Ngo, Walter Lee
- Published: 01 May 2025, Last Modified: 01 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Long-MS-Diff: Towards Generating Anatomically Plausible Lesion Progression in MS Imaging using Diffusion Models
Prateek Mathur, Brendan S Kelly, Ronan P. Killeen, Aonghus Lawlor
- Published: 01 May 2025, Last Modified: 30 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Fine-tuning Vision Foundation Models for Multi-Modal Prostate MR Sequence Classification
Stefan Denner, Balint Kovacs, David Zimmerer, Deepa Krishnaswamy, Dimitrios Bounias, Raphael Stock, Markus Ralf Bujotzek, Fergus Imrie, Andriy Fedorov, Klaus Maier-Hein
- Published: 01 May 2025, Last Modified: 28 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
ReCoSeg: Residual-Guided Cross-Modal Diffusion for Efficient Brain Tumor Segmentation
SARA YAVARI, Rahul Pandya, Jacob Furst
- Published: 01 May 2025, Last Modified: 22 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Pruning nnU-Net with Minimal Performance Loss
Tongyun Yang, Yidong Zhao, Qian Tao
- Published: 01 May 2025, Last Modified: 29 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Segmentation-Informed Captioning: A Multi-Stage Pipeline for Surgical Vision–Language Dataset Generation
Mohamed Hamdy, Fatmaelzahraa Ali Ahmed, Mariam Ahmed, Mohannad Natheef AbuHaweeleh, Muraam Abdel-Ghani, Muhammad Arsalan, Abdulaziz Al-Ali, Shidin Balakrishnan
- Published: 01 May 2025, Last Modified: 01 Jun 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Physics-Informed Neural Network for Quantifying Time-Encoded Arterial Spin Labeling: A Simulation Study
Alessandro Giupponi, Chiara Da Villa, Mattia Veronese, Marco Castellaro
- Published: 01 May 2025, Last Modified: 01 Jun 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Zero-shot Gait Classification with Diffusion Models
Xiaodong Guan, Robert James Gray, Ashwani Jha, Parashkev Nachev
- Published: 01 May 2025, Last Modified: 01 Jun 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Segmentation of Optic Nerve and Lateral Ventricles in Low-Dose Non-Contrast CT with nnU-Net: A Pilot Study
Hao Li, Barite Gutama, Erin N Abbott, Annika Coleman, Matthew Pontell, Ipek Oguz
- Published: 01 May 2025, Last Modified: 16 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Parameter Efficient Fine-Tuning of Large Vision Foundational Models for Multi-Channel Medical Image Segmentation
Kaushik Dutta, Devansh Agarwal, David Paulucci, Angshu Rai, Mariann Micsinai-Balan
- Published: 06 May 2025, Last Modified: 14 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
CRG Score: A Distribution-Aware Clinical Metric for Radiology Report Generation
Ibrahim Ethem Hamamci, Sezgin Er, Suprosanna Shit, Hadrien Reynaud, Bernhard Kainz, Bjoern Menze
- Published: 01 May 2025, Last Modified: 20 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Segmenting Carotid Plaques with Different SAM Prompts
Zhiwei Zhang, Yimeng Dou, Robert J Dempsey, Carol C. Mitchell, Tomy Varghese
- Published: 01 May 2025, Last Modified: 28 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Predicting Cutaneous Squamous Cell Carcinoma Progression Risk from Whole Slide Images with Federated Learning
Jakub Zacharczuk, Juan Ignacio Pisula, Doris Helbig, Lucas Sancéré, Oana-Diana Persa, Corinna Bürger, Anne Fröhlich, Carina Lorenz, Sandra Bingmann, Dennis Niebel, Konstantin Drexler, Jennifer Landsberg, Roman Thomas, Johannes Brägelmann, Katarzyna Bozek
- Published: 01 May 2025, Last Modified: 31 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
GRASP: Graph Augmentation via Sampling and Permutation
Ahmed Nebli, Helia Sahebghadam
- Published: 01 May 2025, Last Modified: 25 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Lightweight Model Adaptation for Mitigating Bias in Deep Learning Models for Chest X-Ray Analysis
Clemence Mottez, Louisa Fay, Jean-Benoit Delbrouck, Curtis Langlotz
- Published: 01 May 2025, Last Modified: 19 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
RoentMod: A Synthetic Chest X-Ray Modification Model to Identify Image Interpretation Model Shortcuts
Lauren H. Cooke, Matthias Jung, Jan M. Brendel, Nora M. Kerkovits, Borek Foldyna, Michael T Lu, Vineet K Raghu
- Published: 01 May 2025, Last Modified: 28 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
An Interpretable Representation Learning Approach for Diffusion Tensor Imaging
Vishwa Mohan Singh, Alberto Gaston Villagran Asiares, Luisa Sophie Schuhmacher, Kate Rendall, Simon Weißbrod, David Rügamer, Inga Körte
- Published: 01 May 2025, Last Modified: 31 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
RevisedMedYOLO: Unlocking Model Performance by Careful Training Code Inspection
Kai Geissler, Jan Hendrik Moltz, Hans Meine, Markus Wenzel
- Published: 01 May 2025, Last Modified: 15 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Accurate Brain Age Prediction from MRI: Evaluating Kolmogorov-Arnold and Convolutional Networks
Alessandro Giupponi, Davide De Crescenzo, Marco Pinamonti, Manuela Moretto, Alessandra Bertoldo, Mattia Veronese, Marco Castellaro
- Published: 01 May 2025, Last Modified: 30 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone
Uncertainty-Aware Pectoral Muscle Segmentation Based on Heteroscedastic Regression
Paul Zech, Christian Huemmer, Christopher Syben, Ludwig Ritschl, Sebastian Stober
- Published: 01 May 2025, Last Modified: 22 May 2025
- MIDL 2025 - Short Papers
- Readers: Everyone