MIDL 2024 Short Papers Submissions

Anatomy-compliant medical image synthesis by latent diffusion models
Nuno Miguel Ferreira Capitão, Yidong Zhao, Yi Zhang, Nathan Geerts, João Viana Lopes, Qian Tao
- Published: 27 Apr 2024, Last Modified: 28 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Pre-training of U-Net Encoder for Improved Keypoint Detection in Transmitral Doppler Imaging
Abas Abdi, Jevgeni Jevsikov, Eman Alajrami, Isreal Ufumaka, Patricia Fernandes, Nasim DadashiSerej, Darrel P Francis, Massoud Zolgharni
- Published: 27 Apr 2024, Last Modified: 16 Jun 2025
- MIDL 2024 Short Papers
- Readers: Everyone
ViM-UNet: Vision Mamba for Biomedical Segmentation
Anwai Archit, Constantin Pape
- Published: 27 Apr 2024, Last Modified: 14 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Advancing Pharyngeal Constrictor Muscle Auto-Segmentation: A Comparative Analysis
Anju Kaimal, Konstantinos Zormpas-Petridis, Justine Tyler, Christopher M. Nutting, Matthew Blackledge
- Published: 27 Apr 2024, Last Modified: 31 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Improving Multi-Center Generalizability of GAN-Based Fat Suppression using Federated Learning
Pranav Kulkarni, Adway Kanhere, Harshita Kukreja, Vivian Zhang, Paul Yi, Vishwa Sanjay Parekh
- Published: 27 Apr 2024, Last Modified: 14 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Predicting non-visible future tumour from baseline low dose CT using deep learned features
Sheng Yu, Yan Wen, Carolyn Horst, Balaji Ganeshan, Spencer Angus Thomas, Reyer Zwiggelaar, Richard Lee, Xujiong Ye, Matthew Blackledge
- Published: 27 Apr 2024, Last Modified: 28 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Regional supervised learning of inhibitory control strength from cortical sulci
Joël Chavas, Aymeric Gaudin, Denis Rivière, Jean-Francois Mangin
- Published: 27 Apr 2024, Last Modified: 29 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Uncertainty Quantification in DL Models for Cervical Cytology
Shubham Ojha, Aditya Narendra
- Published: 27 Apr 2024, Last Modified: 29 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Bottom-up Instance Segmentation of Catheters for Chest X-ray Images
Francesca Boccardi, Axel Saalbach, Heinrich Schulz, Samuele Salti, Ilyas Sirazitdinov
- Published: 27 Apr 2024, Last Modified: 02 Jun 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Rapid Personalization of PDE-Based Tumor Growth using a Differentiable Forward Model
Jonas Weidner, Ivan Ezhov, Michal Balcerak, bjoern menze, Benedikt Wiestler
- Published: 27 Apr 2024, Last Modified: 15 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Recent Updates of the M4Raw Dataset and Applications in Evaluating MRI Denoising Methods
Yi Li, Mengye Lyu, Guanxiong Luo, Jingwei Guan, Jingyu Li
- Published: 27 Apr 2024, Last Modified: 31 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
The Potential of Acknowledging the Unknown: Single Positive Multi-label Learning in Medical Image Processing
Helen Schneider, Priya Priya, Aditya Parikh, Christian Bauckhage, Rafet Sifa
- Published: 27 Apr 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Explainability in Deep Learning Segmentation Models for Breast Cancer by Analogy with Texture Analysis
Md Masum Billah, Pragati Manandhar, Sarosh Krishan, Alejandro Cedillo Gámez, Hergys Rexha, Sebastien Lafond, Kurt K. Benke, Sepinoud Azimi, Janan Arslan
- Published: 27 Apr 2024, Last Modified: 29 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Zero-Shot Simultaneous Multislice Reconstruction Based on Pretrained Generative Image Priors
Kexin Yang, Shoujin Huang, Guanxiong Luo, Lifeng Mei, Jingyu Li
- Published: 27 Apr 2024, Last Modified: 31 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Self-supervised contrastive learning unveils cortical folding pattern linked to prematurity
Julien Laval, Denis Rivière, Aymeric Gaudin, Vincent Frouin, Jessica Dubois, Andrea Gondova, Jean-Francois Mangin, Joël Chavas
- Published: 27 Apr 2024, Last Modified: 29 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Boosting 3D Neuron Segmentation with 2D Vision Transformer Pre-trained on Natural Images
Yik San Cheng, Runkai Zhao, Heng Wang, Hanchuan Peng, Weidong Cai
- Published: 27 Apr 2024, Last Modified: 13 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Curriculum-learning for Vessel Occlusion Detection in Multi-site Brain CT Angiographies
Andrés Martínez Mora, Michael Baumgartner, Gianluca Brugnara, Maximilian Zenk, Yannick Kirchhoff, Aditya Rastogi, Alexander Radbruch, Martin Bendszus, Clara I. Sánchez, Philipp Vollmuth, Klaus Maier-Hein
- Published: 27 Apr 2024, Last Modified: 13 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
SDDA-MAE: Self-distillation enhanced Dual Attention Masked Autoencoder for Small-scale Medical Image Datasets
Yunze Wang, Silin Chen, Tianyang Wang, Jingxin Liu
- Published: 27 Apr 2024, Last Modified: 26 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
BiF³-Net: A Full BiFormer Full-scale Fusion Network for Accurate Gastrointestinal Images Segmentation
Yunze Wang, Silin Chen, xi long, Yi.Tian, ye.huang, Tianyang Wang, Jingxin Liu
- Published: 27 Apr 2024, Last Modified: 26 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Masked attention as a mechanism for improving interpretability of Vision Transformers
Clément Grisi, Geert Litjens, Jeroen van der Laak
- Published: 27 Apr 2024, Last Modified: 29 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Utilizing Weak-to-Strong Consistency for Semi-Supervised Glomeruli Segmentation
Irina Zhang, Jim Denholm, Azam Hamidinekoo, Oskar Ålund, Christopher Bagnall, Joana Palés Huix, Michal Sulikowski, Ortensia Vito, Arthur Lewis, Robert Unwin, Magnus Soderberg, Nikolay Burlutskiy, Talha Qaiser
- Published: 27 Apr 2024, Last Modified: 31 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
MRExtrap: Linear Prediction of Brain Aging in Autoencoder Latent Space of MRI Scans
Jaivardhan Kapoor, Jakob H. Macke, Christian F. Baumgartner
- Published: 27 Apr 2024, Last Modified: 29 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Spirochetosis detection in colon histopathology images via fine-tuning and boosting techniques using foundation models
Agata Polejowska, Fazael Ayatollahi, Ayse Selcen Oguz Erdogan, Francesco Ciompi, Annemarie Boleij
- Published: 27 Apr 2024, Last Modified: 27 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Unlocking Robust Segmentation Across All Age Groups via Continual Learning
Chih-Ying Liu, Jeya Maria Jose Valanarasu, Camila Gonzalez, Curtis Langlotz, Andrew Y. Ng, Sergios Gatidis
- Published: 27 Apr 2024, Last Modified: 19 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Hallucinating for Diagnosing: One-Shot Medical Image Classification Leveraging Score-Based Generative Models
Eva Pachetti, Sara Colantonio
- Published: 27 Apr 2024, Last Modified: 29 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone