MIDL 2024 Conference Submissions

A Comprehensive Benchmark of Supervised and Self-supervised Pre-training on Multi-view Chest X-ray Classification
Muhammad Muneeb Afzal, Muhammad Osama Khan, Yi Fang
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Interpretable Uncertainty-Aware Deep Regression with Cohort Saliency Analysis for Three-Slice CT Imaging Studies
Nouman Ahmad, Johan Öfverstedt, Sambit Tarai, Göran Bergström, Håkan Ahlström, Joel Kullberg
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Imbalance-aware loss functions improve medical image classification
Daniel Scholz, Ayhan Can Erdur, Josef A Buchner, Jan C Peeken, Daniel Rueckert, Benedikt Wiestler
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Active Learning with the nnUNet and Sample Selection with Uncertainty-Aware Submodular Mutual Information Measure
Bernhard Föllmer, Kenrick Schulze, Christian Wald, Sebastian Stober, Wojciech Samek, Marc Dewey
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
A recurrent network for segmenting the thrombus on brain MRI in patients with hyper-acute ischemic stroke
Sofia Vargas Ibarra, Vincent Martin VIGNERON, Sonia Garcia Salicetti, Hichem Maaref, Jonathan Kobold, Nicolas Chausson, Yann Lhermitte, Didier Smadja
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
MFIF-Net: A Multi-Focal Image Fusion Network for Implantation Outcome Prediction of Blastocyst
Yi Cheng, Tingting Chen, Yaojun Hu, Xiangqian Meng, Zuozhu Liu, Danny Chen, Jian Wu, Haochao Ying
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Evaluating Age-Related Anatomical Consistency in Synthetic Brain MRI against Real-World Alzheimer's Disease Data.
Hadya Yassin, Jana Fehr, Wei-Cheng Lai, Alina Krichevsky, Alexander Rakowski, Christoph Lippert
- Published: 06 Jun 2024, Last Modified: 03 Jul 2024
- MIDL 2024 Oral
- Readers: Everyone
Improving CNN-Based Mitosis Detection through Rescanning Annotated Glass Slides and Atypical Mitosis Subtyping
Rutger RH Fick, Christof Bertram, Marc Aubreville
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Generating Cerebral Vessel Trees of Acute Ischemic Stroke Patients using Conditional Set-Diffusion
Thijs P. Kuipers, Praneeta R. Konduri, Henk Marquering, Erik J Bekkers
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Oral
- Readers: Everyone
Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models
Kanchan Poudel, Manish Dhakal, Prasiddha Bhandari, Rabin Adhikari, Safal Thapaliya, Bishesh Khanal
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Oral
- Readers: Everyone
Modeling the acquisition shift between axial and sagittal MRI for diffusion superresolution to enable axial spine segmentation
Robert Graf, Hendrik Möller, Julian McGinnis, Sebastian Rühling, Maren Weihrauch, Matan Atad, Suprosanna Shit, bjoern menze, Mark Mühlau, Johannes C. Paetzold, Daniel Rueckert, Jan Kirschke
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Lupus Nephritis Subtype Classification with only Slide Level Labels
Amit Sharma, Ekansh Chauhan, Megha S Uppin, Liza Rajasekhar, C.V. Jawahar, P K Vinod
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Cell-DETR: Efficient cell detection and classification in WSIs with transformers
Oscar Pina, Eduard Dorca, Veronica Vilaplana
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Network conditioning for synergistic learning on partial annotations
Benjamin Billot, Neel Dey, Esra Abaci Turk, Ellen Grant, Polina Golland
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Oral
- Readers: Everyone
SepVAE: a contrastive VAE to separate pathological patterns from healthy ones
Robin Louiset, Edouard Duchesnay, Grigis Antoine, Benoit Dufumier, Pietro Gori
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Towards a Collective Medical Imaging AI: Enabling Continual Learning from Peers
Guangyao Zheng, Vladimir Braverman, Jeffrey Leal, Steven Rowe, Doris Leung, Michael A. Jacobs, Vishwa Sanjay Parekh
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segmentation
Tanvi Deshpande, Eva Prakash, Elsie Gyang Ross, Curtis Langlotz, Andrew Y. Ng, Jeya Maria Jose Valanarasu
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Conditional Generation of 3D Brain Tumor Regions via VQGAN and Temporal-Agnostic Masked Transformer
Meng Zhou, Farzad Khalvati
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
ASMR: Angular Support for Malfunctioning Client Resilience in Federated Learning
Mirko Konstantin, Moritz Fuchs, Anirban Mukhopadhyay
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Predicting DNA Content Abnormalities in Barrett’s Esophagus: A Weakly Supervised Learning Paradigm
Caner Ercan, Xiaoxi Pan, Thomas G. Paulson, Matthew D. Stachler, Carlo C. Maley, William M. Grady, Yinyin Yuan
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Self-supervised pretraining in the wild imparts image acquisition robustness to medical image transformers: an application to lung cancer segmentation
Jue Jiang, Harini Veeraraghavan
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
HARP: Unsupervised Histopathology Artifact Restoration
Moritz Fuchs, Ssharvien Kumar R Sivakumar, Mirko Schöber, Niklas Woltering, Marie-Lisa Eich, Leonille Schweizer, Anirban Mukhopadhyay
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
The Multiscale Surface Vision Transformer
Simon Dahan, Logan Zane John Williams, Daniel Rueckert, Emma Claire Robinson
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Oral
- Readers: Everyone
Annotation-Efficient Strategy for Segmentation of 3D Body Composition
Lena Philipp, Maarten de Rooij, John Hermans, Matthieu Rutten, Horst Karl Hahn, Bram van Ginneken, Alessa Hering
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Deep blind arterial input function: signal correction in perfusion cardiac magnetic resonance
habib rebbah, Magalie Viallon, Pierre Croisille, Timothé Boutelier
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone