MIDL 2024 Conference Submissions

Detecting Brain Anomalies in Clinical Routine with the $\beta$-VAE: Feasibility Study on Age-Related White Matter Hyperintensities
Sophie Loizillon, Yannick Jacob, Maire Aurélien, Didier Dormont, Olivier Colliot, Ninon Burgos, APPRIMAGE Study Group
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Oral
- Readers: Everyone
Registration Quality Evaluation Metric with Self-Supervised Siamese Networks
Tanvi Kulkarni, Sriprabha Ramanarayanan, Keerthi Ram, Mohanasankar Sivaprakasam
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Combining Reconstruction-based Unsupervised Anomaly Detection with Supervised Segmentation for Brain MRIs
Finn Behrendt, Debayan Bhattacharya, Lennart Maack, Julia Krüger, Roland Opfer, Alexander Schlaefer
- Published: 06 Jun 2024, Last Modified: 19 Sept 2024
- MIDL 2024 Oral
- Readers: Everyone
Unsupervised Deep Learning Method for Bias Correction
Maria Perez-Caballero, Sergio Morell-Ortega, Marina Ruiz Perez, Pierrick Coupe, Jose V Manjon
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
FluidRegNet: Longitudinal registration of retinal OCT images with new pathological fluids
Julia Andresen, Jan Ehrhardt, Claus von der Burchard, Ayse Tatli, Johann Roider, Heinz Handels, Hristina Uzunova
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Oral
- Readers: Everyone
Uncertainty-aware retinal layer segmentation in OCT through probabilistic signed distance functions
Mohammad Mohaiminul Islam, Coen de Vente, Bart Liefers, Caroline Klaver, Erik J Bekkers, Clara I. Sánchez
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Reducing Uncertainty in 3D Medical Image Segmentation under Limited Annotations through Contrastive Learning
Sanaz Jarimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Dorit Merhof
- Published: 06 Jun 2024, Last Modified: 17 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Analysis of Transformers for Medical Image Retrieval
Arvapalli Sai Susmitha, Vinay P. Namboodiri
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Video-CT MAE: Self-supervised Video-CT Domain Adaptation for Vertebral Fracture Diagnosis
Lukas Buess, Marijn F. Stollenga, David Schinz, Benedikt Wiestler, Jan Kirschke, Andreas Maier, Nassir Navab, Matthias Keicher
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Predicting Age-related Macular Degeneration Progression from Retinal Optical Coherence Tomography with Intra-Subject Temporal Consistency
Arunava Chakravarty, Taha Emre, Dmitrii Lachinov, Antoine Rivail, Ursula Schmidt-Erfurth, Hrvoje Bogunović
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Oral
- Readers: Everyone
Zero-Shot Medical Image Segmentation Based on Sparse Prompt Using Finetuned SAM
Tal Shaharabany, Lior Wolf
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
A Patch-based Student-Teacher Pyramid Matching Approach to Anomaly Detection in 3D Magnetic Resonance Imaging
Johannes Schwarz, Lena Will, Jörg Wellmer, Axel Mosig
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Re-DiffiNet: Modeling discrepancy in tumor segmentation using diffusion models
Tianyi Ren, Abhishek Sharma, Juampablo E Heras Rivera, Lakshmi Harshitha Rebala, Ethan Honey, Agamdeep Chopra, Mehmet Kurt
- Published: 06 Jun 2024, Last Modified: 26 Jun 2024
- MIDL 2024 Oral
- Readers: Everyone
Evaluating ChatGPT's Performance in Generating and Assessing Dutch Radiology Report Impressions
Luc Builtjes, Monique Brink, Souraya Belkhir, Bram van Ginneken, Alessa Hering
- Published: 06 Jun 2024, Last Modified: 02 Jul 2024
- MIDL 2024 Poster
- Readers: Everyone
Multi-scale Stochastic Generation of Labelled Microscopy Images for Neuron Segmentation
Meghane Decroocq, Binbin XU, Katherine L Thompson-Peer, Adrian Moore, Henrik Skibbe
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Advancing Multiplex Immunofluorescence Imaging Cell Detection using Semi-Supervised Learning with Pseudo-Labeling
Yasin Shokrollahi, Karina Pinao Gonzales, Maria Esther Salvatierra, Simon P. Castillo, Tanishq Gautam, Pingjun Chen, B. Leticia Rodriguez, Sara Ranjbar, Patient Mosaic Team, Luisa Solis Soto, Yinyin Yuan, Xiaoxi Pan
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Multi-Objective Learning for Deformable Image Registration
Monika Grewal, Henrike Westerveld, Peter Bosman, Tanja Alderliesten
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Semi-supervised learning with Noisy Students improves domain generalization in optic disc and cup segmentation in uncropped fundus images
Eugenia Moris, Ignacio Larrabide, José Ignacio Orlando
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Skin Malignancy Classification Using Patients’ Skin Images and Meta-data: Multimodal Fusion for Improving Fairness
KE WANG, Ningyuan Shan, Henry Gouk, Iris Szu-Szu Ho
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Hidden in Plain Sight: Undetectable Adversarial Bias Attacks on Vulnerable Patient Populations
Pranav Kulkarni, Andrew Chan, Nithya Navarathna, Skylar Chan, Paul Yi, Vishwa Sanjay Parekh
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Oral
- Readers: Everyone
Spatio-Temporal Encoding of Brain Dynamics with Surface Masked Autoencoders
Simon Dahan, Logan Zane John Williams, Yourong Guo, Daniel Rueckert, Emma Claire Robinson
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Oral
- Readers: Everyone
Multimodal Image Registration Guided by Few Segmentations from One Modality
Basar Demir, Marc Niethammer
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Erase to Enhance: Data-Efficient Machine Unlearning in MRI Reconstruction
Yuyang Xue, Jingshuai Liu, Steven McDonagh, Sotirios A. Tsaftaris
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
VariViT: A Vision Transformer for Variable Image Sizes
Aswathi Varma, Suprosanna Shit, Chinmay Prabhakar, Daniel Scholz, Hongwei Bran Li, bjoern menze, Daniel Rueckert, Benedikt Wiestler
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Nuclei Segmentation in Histopathological Images with Enhanced U-Net3+
Bishal Ranjan Swain, Kyung Joo Cheoi, Jaepil Ko
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone