MIDL 2025 Conference Submissions

Intelligent Lesion Selection: A Novel Method for Longitudinal Assessment of Breast Cancer Lung Metastases
Melika Qahqaie, Veronika A Zimmer, Eduardo Castaneda, Katariina Peltonen, Joonas Laaksolilja, Juho Lähteenmaa, Tobias Heimann, Andreas Maier, Dominik Neumann
- Published: 27 Mar 2025, Last Modified: 27 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Enhancing Post-Treatment Visual Acuity Prediction with Multimodal Deep Learning on Small-scale Clinical and OCT Datasets
Matthew Anderson, Veronica Corona, Agnieszka Stankiewicz, Maged Habib, David H. Steel, Boguslaw Obara
- Published: 27 Mar 2025, Last Modified: 24 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Adversarial Perturbations Improve Generalization of Confidence Prediction in Medical Image Segmentation
Jonathan Lennartz, Thomas Schultz
- Published: 27 Mar 2025, Last Modified: 12 May 2025
- MIDL 2025 Poster
- Readers: Everyone
An Unsupervised Approach for Artifact Severity Scoring in Multi-Contrast MR Images
Savannah Hays, Lianrui Zuo, Blake E. Dewey, Samuel Remedios, Jinwei Zhang, Ellen M. Mowry, Scott D. Newsome, Aaron Carass, Jerry L Prince
- Published: 27 Mar 2025, Last Modified: 31 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Segment Anything for Histopathology
Titus Griebel, Anwai Archit, Constantin Pape
- Published: 27 Mar 2025, Last Modified: 02 Jun 2025
- MIDL 2025 Oral
- Readers: Everyone
Cardiac Computed Tomography Angiography Plane Prediction and Comprehensive LV Segmentation
Davis Marc Vigneault, Ashish Manohar, Abraham Hernandez, Krista Tin Chi Wong, Fanwei Kong, Tea Gegenava, Koen Nieman, Dominik Fleischmann
- Published: 27 Mar 2025, Last Modified: 18 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Parameter Efficient Fine-Tuning of Segment Anything Model for Biomedical Imaging
Carolin Teuber, Anwai Archit, Constantin Pape
- Published: 27 Mar 2025, Last Modified: 02 Jun 2025
- MIDL 2025 Poster
- Readers: Everyone
Synthetic Data Generated from CT Scans for Patient Pose Assessment
Manuel Laufer, Dominik Mairhöfer, Malte Sieren, Hauke Gerdes, Fabio Leal dos Reis, Arpad Bischof, Thomas Käster, Erhardt Barth, Jörg Barkhausen, Thomas Martinetz
- Published: 27 Mar 2025, Last Modified: 01 Jun 2025
- MIDL 2025 Poster
- Readers: Everyone
Understanding the Impact of Client Heterogeneity on Ordinal Classification in Federated Medical Image Analysis
Valentina Corbetta, Regina Beets-Tan, Jaime S Cardoso, Wilson Silva
- Published: 27 Mar 2025, Last Modified: 27 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Two Heads Are Enough: DualU-Net, a Fast and Efficient Architecture for Nuclei Instance Segmentation
David Anglada-Rotger, Berta Jansat, Ferran Marques, Montse Pardàs
- Published: 27 Mar 2025, Last Modified: 01 Jun 2025
- MIDL 2025 Oral
- Readers: Everyone
Learning from a Few Shots: Data-efficient Cervical Vertebral Maturation Assessment
Helen Schneider, Aditya Parikh, Priya Priya, Maximilian Broß, Tom Verhofstadt, Anna Konermann, Rafet Sifa
- Published: 27 Mar 2025, Last Modified: 02 Jun 2025
- MIDL 2025 Poster
- Readers: Everyone
LiFE-Net: Longitudinal information Fusion for Enhanced lesion detection in unsupervised learning contexts
Walid Yassine, Martin Charachon, CELINE HUDELOT, Roberto Ardon
- Published: 27 Mar 2025, Last Modified: 20 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Scaling Supervision for Free: Leveraging Universal Segmentation Models for Enhanced Medical Image Diagnosis
Yingtai Li, Shuai Ming, Haoran Lai, Fenghe Tang, Wei Wei, S Kevin Zhou
- Published: 27 Mar 2025, Last Modified: 30 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Clinical Measurements with Calibrated Instance-Dependent Confidence Interval
Rotem Nizhar, Lior Frenkel, Jacob Goldberger
- Published: 27 Mar 2025, Last Modified: 26 May 2025
- MIDL 2025 Poster
- Readers: Everyone
HIEGNet: A Heterogenous Graph Neural Network Including the Immune Environment in Glomeruli Classification
Niklas Kormann, Masoud Ramuz, Zeeshan Nisar, Nadine S. Schaadt, Hendrik Annuth, Benjamin Doerr, Friedrich Feuerhake, Thomas Lampert, Johannes F. Lutzeyer
- Published: 27 Mar 2025, Last Modified: 02 Jun 2025
- MIDL 2025 Poster
- Readers: Everyone
DuoFormer: Leveraging Hierarchical Visual Representations by Local and Global Attention
Xiaoya Tang, Bodong Zhang, Man M. Ho, Beatrice Knudsen, Tolga Tasdizen
- Published: 27 Mar 2025, Last Modified: 28 May 2025
- MIDL 2025 Oral
- Readers: Everyone
Enhancing Low Back Pain Assessment with Diffusion Models for Lumbar Spine MRI Segmentation
Maria Monzon, Thomas Iff, Ender Konukoglu, Catherine R Jutzeler
- Published: 27 Mar 2025, Last Modified: 27 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Empirical Analysis of Scaling Vision Foundation Models for Chest X-rays
Ahmed Al Mahrooqi, Prateek Munjal, Ronnie Rajan, Marco AF Pimentel, Praveenkumar Kanithi
- Published: 27 Mar 2025, Last Modified: 09 May 2025
- MIDL 2025 Poster
- Readers: Everyone
PixelCAM: Pixel Class Activation Mapping for Histology Image Classification and ROI Localization
alexis guichemerre, Soufiane Belharbi, Mohammadhadi Shateri, Luke McCaffrey, Eric Granger
- Published: 27 Mar 2025, Last Modified: 05 Jun 2025
- MIDL 2025 Poster
- Readers: Everyone
MedVAE: Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders
Maya Varma, Ashwin Kumar, Rogier Van der Sluijs, Sophie Ostmeier, Louis Blankemeier, Pierre Joseph Marcel Chambon, Christian Bluethgen, Jip Prince, Curtis Langlotz, Akshay S Chaudhari
- Published: 27 Mar 2025, Last Modified: 01 Jun 2025
- MIDL 2025 Oral
- Readers: Everyone
Symmetric Multi-level Gradient-Inverse Consistency Network for Brain Image Registration with Large Deformation
HaoyingBai, Tongtong Che, JichangZhang, Shuyu Li
- Published: 27 Mar 2025, Last Modified: 12 May 2025
- MIDL 2025 Poster
- Readers: Everyone
How to select slices for annotation to train best-performing deep learning segmentation models for cross-sectional medical images?
Yixin Zhang, Kevin Kramer, Maciej A Mazurowski
- Published: 27 Mar 2025, Last Modified: 01 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Unsupervised Cellular Anomaly Detection in Toxicological Histopathology
Saketh Juturu, Geetank Raipuria, Raghav Amaravadi, Aman Srivastava, Malini Roy, Nitin Singhal
- Published: 27 Mar 2025, Last Modified: 30 May 2025
- MIDL 2025 Poster
- Readers: Everyone
SurgicalSemiSeg: A Semi-Supervised Framework for Laparoscopic Image Segmentation
Yuning Zhou, Henry Badgery, Matthew Read, James Bailey, Catherine E Davey
- Published: 27 Mar 2025, Last Modified: 31 May 2025
- MIDL 2025 Poster
- Readers: Everyone
Co-distilled attention guided masked image modeling with noisy teacher for self-supervised learning on medical images
Jue Jiang, Aneesh Rangnekar, Harini Veeraraghavan
- Published: 27 Mar 2025, Last Modified: 16 May 2025
- MIDL 2025 Poster
- Readers: Everyone