MIDL 2024 Conference Submissions

Heterogeneous Medical Data Integration with Multi-Source StyleGAN
Wei-Cheng Lai, Matthias Kirchler, Hadya Yassin, Jana Fehr, Alexander Rakowski, Hampus Olsson, Ludger Starke, Jason M. Millward, Sonia Waiczies, Christoph Lippert
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
PAAN: Pyramid Attention Augmented Network for polyp segmentation
Sida Yi, Yuesheng Zhu, Guibo Luo
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Diffusion X-ray image denoising
Daniel Sanderson, Pablo M. Olmos, Carlos Fernández Del Cerro, Manuel Desco, Mónica Abella
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
ICL-SAM: Synergizing In-context Learning Model and SAM in Medical Image Segmentation
Jiesi Hu, Yang Shang, Yanwu Yang, Xutao Guo, Hanyang Peng, Ting Ma
- Published: 06 Jun 2024, Last Modified: 28 Oct 2024
- MIDL 2024 Oral
- Readers: Everyone
UnCLe SAM: Unleashing SAM’s Potential for Continual Prostate MRI Segmentation
Amin Ranem, Mohamed Afham Mohamed Aflal, Moritz Fuchs, Anirban Mukhopadhyay
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Leveraging Probabilistic Segmentation Models for Improved Glaucoma Diagnosis: A Clinical Pipeline Approach
Anna M. Wundram, Paul Fischer, Stephan Wunderlich, Hanna Faber, Lisa M. Koch, Philipp Berens, Christian F. Baumgartner
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Shape of my heart: Cardiac models through learned signed distance functions
Jan Verhülsdonk, Thomas Grandits, Francisco Sahli Costabal, Thomas Pinetz, Rolf Krause, Angelo Auricchio, Gundolf Haase, Simone Pezzuto, Alexander Effland
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
From Barlow Twins to Triplet Training: Differentiating Dementia with Limited Data
Yitong Li, Tom Nuno Wolf, Sebastian Pölsterl, Igor Yakushev, Dennis M. Hedderich, Christian Wachinger
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Oral
- Readers: Everyone
DDA: Dimensionality Driven Augmentation Search for Contrastive Learning in Laparoscopic Surgery
Yuning Zhou, Henry Badgery, Matthew Read, James Bailey, Catherine Davey
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Unsupervised Domain Adaptation of Brain MRI Skull Stripping Trained on Adult Data to Newborns: Combining Synthetic Data with Domain Invariant Features
Abbas Omidi, Amirmohammad Shamaei, Anouk Verschuu, Regan King, Lara Leijser, Roberto Souza
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity
Raman Dutt, Linus Ericsson, Pedro Sanchez, Sotirios A. Tsaftaris, Timothy Hospedales
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Oral
- Readers: Everyone
REINDIR: Repeated Embedding Infusion for Neural Deformable Image Registration
Louis van Harten, Rudolf Leonardus Mirjam Van Herten, Ivana Isgum
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
IST-editing: Infinite spatial transcriptomic editing in a generated gigapixel mouse pup
Jiqing Wu, Ingrid Berg, Viktor Koelzer
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Oral
- Readers: Everyone
Efficiently correcting patch-based segmentation errors to control image-level performance in retinal images
Patrick Köhler, Jeremiah Fadugba, Philipp Berens, Lisa M. Koch
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Oral
- Readers: Everyone
Target and task specific source-free domain adaptive image segmentation
Vibashan VS, Jeya Maria Jose Valanarasu, Vishal M. Patel
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone
SINR: Spline-enhanced implicit neural representation for multi-modal registration
Vasiliki Sideri-Lampretsa, Julian McGinnis, Huaqi Qiu, Magdalini Paschali, Walter Simson, Daniel Rueckert
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Oral
- Readers: Everyone
UltraMAE: Multi-modal Masked Autoencoder for Ultrasound Pre-training
Aimon Rahman, Vishal M. Patel
- Published: 06 Jun 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Poster
- Readers: Everyone