MIDL 2024 Short Papers Submissions

Can Frozen Transformers in Large Language Models Help with Medical Image Segmentation?
Juntao Jiang, Yong Liu
- Published: 27 Apr 2024, Last Modified: 09 Jun 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Statistical Evaluation of Competing Models in Brain MRI Analysis
Ekaterina Kondrateva, Aleksandr Yugay
- Published: 27 Apr 2024, Last Modified: 27 Apr 2024
- MIDL 2024 Short Papers
- Readers: Everyone
A Label-Free and Data-Free Training Strategy for Vasculature Segmentation in serial sectioning OCT Data
Etienne Chollet, Yaël Balbastre, Caroline Magnain, Bruce Fischl, Hui Wang
- Published: 27 Apr 2024, Last Modified: 28 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Automatic muscle segmentation on healthy abdominal MRI using nnUNet
Victoria Joppin, Niamh Belton, Marc Adrien Hostin, Marc-Emmanuel Bellemare, Aonghus Lawlor, Kathleen M Curran, Thierry Bège, Catherine Masson, David Bendahan
- Published: 27 Apr 2024, Last Modified: 03 Jun 2024
- MIDL 2024 Short Papers
- Readers: Everyone
MedIMeta: An easy-to-use meta-dataset for medical imaging applications
Stefano Woerner, Arthur Jaques, Christian F. Baumgartner
- Published: 27 Apr 2024, Last Modified: 27 Apr 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Consistent Direct Diffusion Bridge with Injection for MRI Reconstruction
Pyatkovskiy Sergey, Jaejun Yoo
- Published: 27 Apr 2024, Last Modified: 31 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Improving Glioma Segmentation in Low-Resolution Domains with Transfer Learning
Juampablo E Heras Rivera, Harshitha Rebala, Tianyi Ren, Abhishek Sharma, Mehmet Kurt
- Published: 27 Apr 2024, Last Modified: 27 Apr 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Evaluation of pseudo-healthy reconstruction for anomaly detection in brain FDG PET
Ravi Hassanaly, Camille Brianceau, Maëlys Solal, Olivier Colliot, Ninon Burgos
- Published: 27 Apr 2024, Last Modified: 27 Apr 2024
- MIDL 2024 Short Papers
- Readers: Everyone
DyABD: A Dataset and Technique for Synthetically Generating Dynamic Abdominal MRIs with Dual Class and Anatomically Conditioned Diffusion Models
Niamh Belton, Victoria Joppin, Aonghus Lawlor, Kathleen M Curran, Catherine Masson, Thierry Bege, David Bendahan
- Published: 27 Apr 2024, Last Modified: 30 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Expert-annotated datasets for deep-learning based classification methods for morphologic Leukaemia diagnostics
Christian Matek, Carsten Marr
- Published: 27 Apr 2024, Last Modified: 27 Apr 2024
- MIDL 2024 Short Papers
- Readers: Everyone
The Do’s and Don’ts of Grad-CAM in Image Segmentation as demonstrated on the Synapse multi-organ CT Dataset
Syed Nouman Hasany, Fabrice MERIAUDEAU, Caroline Petitjean
- Published: 27 Apr 2024, Last Modified: 01 Jun 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Genomics-Embedded Histopathology Whole Slide Image Encoding for Data-efficient Survival Prediction
Kun Wu, Zhiguo Jiang, Xinyu Zhu, Jun Shi, Yushan Zheng
- Published: 27 Apr 2024, Last Modified: 31 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
The Advanced Toolbox for Multitask Medical Imaging Consistency (ATOMMIC): A framework to facilitate Deep Learning in Magnetic Resonance Imaging
Dimitrios Karkalousos, Ivana Isgum, Henk Marquering, Matthan W. A. Caan
- Published: 27 Apr 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Calibration and Uncertainty Estimation Challenges in Self-Supervised Chest X-ray Pathology Classification Models
Jenny Xu, Pranav Rajpurkar
- Published: 27 Apr 2024, Last Modified: 01 Jun 2024
- MIDL 2024 Short Papers
- Readers: Everyone
CW nnU-Net for Universal Lesion Segmentation Challenge on 3D Computed Tomography
Ching-Wei Wang, Ting-Sheng Su, Hikam Muzakkyi, Yu-Ching Lee
- Published: 27 Apr 2024, Last Modified: 24 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
SAM-Geo3D: A Geometrical Method to Extend SAM to 3D
Jikai Zhang, Zafer Yildiz, Hanxue Gu, Haoyu Dong, Maciej A Mazurowski
- Published: 27 Apr 2024, Last Modified: 01 Jun 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Does Multimodality Help in Deep Learning-Based Structural Heart Disease Detection?
Young Sang Choi, Shalmali Joshi, Linyuan Jing, Pierre Elias
- Published: 27 Apr 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Monitoring Disease Progression with Stable Diffusion- A Visual Approach
Sourav Kumar, Shell Xu Hu, Aaron S Coyner, Wei-Chun Lin, Susan Ostmo, Deniz Erdogmus, RV Paul Chan, Michael F. Chiang, J. Peter Campbell, Jayashree Kalpathy-cramer, Timothy Hospedales, Praveer Singh
- Published: 27 Apr 2024, Last Modified: 08 Jun 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Automatic classification of prostate MR series type using image content and metadata
Deepa Krishnaswamy, Balint Kovacs, Stefan Denner, Steve Pieper, David Clunie, Christopher P. Bridge, Tina Kapur, Klaus Maier-Hein, Andrey Fedorov
- Published: 27 Apr 2024, Last Modified: 30 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Contrast-agnostic Spinal Cord Segmentation: A Comparative Study of ConvNets and Vision Transformers
Enamundram Naga Karthik, Sandrine Bedard, Jan Valosek, Sarath Chandar, Julien Cohen-Adad
- Published: 27 Apr 2024, Last Modified: 29 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
SegmentWithSAM: 3D Slicer Extension for Segment Anything Model (SAM)
Zafer Yildiz, Hanxue Gu, Jikai Zhang, Jichen Yang, Maciej A Mazurowski
- Published: 27 Apr 2024, Last Modified: 02 Jun 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Can We Encode Intra- and Inter-Variability with Log Jacobian Maps Derived from Brain Morphological Deformations Using Pediatric MRI Scans?
Andjela Dimitrijevic, Fanny Dégeilh, Benjamin De Leener
- Published: 27 Apr 2024, Last Modified: 27 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Simulation of Magnetic Resonance guided Laser Interstitial Thermal Therapy Temperature Maps through Time-series based Deep Learning Methods: Usage of ConvLSTM
Saba Sadatamin, Paola Driza, Gemma Postill, Steven Robbins, Richard Tyc, Rahul Krishnan, Lueder Alexander Kahrs, Adam C. Waspe, James M. Drake
- Published: 27 Apr 2024, Last Modified: 31 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Semi-supervised Active Learning for Left Ventricle Segmentation in Echocardiography
Eman I Alajrami, Nasim DadashiSerej, Jevgeni Jevsikov, Patricia Fernandes, Abas Abdi, Isreal Ufumaka, Darrel P Francis, Massoud Zolgharni
- Published: 27 Apr 2024, Last Modified: 17 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
On the Importance of Expert Knowledge to Improve Foundation Models for Retinal Fundus Images
Julio Silva-Rodríguez, Hadi Chakor, Riadh kobbi, Jose Dolz, Ismail Ben Ayed
- Published: 27 Apr 2024, Last Modified: 15 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone