MIDL 2024 Short Papers Submissions

A Novel Dataset for Nuclei Segmentation in Melanoma Histopathology
Mark Schuiveling, Willeke A.M. Blokx, Gerben E. Breimer, Karijn P.M. Suijkerbuijk, Daniel Eek, Mitko Veta
- Published: 27 Apr 2024, Last Modified: 28 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
FootCapture: Towards an AR-based System for 3D Foot Object Acquisition through Photogrammetry
Valentin Khan-Blouki, Franziska Seiz, Nicolas Walter, Alexander Jaus, Zdravko Marinov, Gijs Luijten, Jan Egger, Constantin Marc Seibold, Dirk Solte, Jens Kleesiek, Rainer Stiefelhagen
- Published: 27 Apr 2024, Last Modified: 31 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Counterfactual Analysis for Digital Histopathology Slides Using Human Interpretable Features
Hakim Benkirane, Maria Vakalopoulou, Stefan Michiels, Paul-Henry Cournède, William Lotter
- Published: 27 Apr 2024, Last Modified: 28 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Multi-pathology MRI lesion segmentation in a multi-centre cohort of patients with focal epilepsy: a MELD study
Mathilde Ripart, MELD consortium, Sophie Adler, Konrad Wagstyl
- Published: 27 Apr 2024, Last Modified: 31 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Brain Artery Segmentation for Structural MRI
Bertram Sabrowsky-Hirsch, Ahmed AlShenoudy, Stefan Thumfart, Michael Giretzlehner, Josef Scharinger
- Published: 27 Apr 2024, Last Modified: 15 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
An Uncertainty-Distillation- and Voxel-Contrast-based Framework for One-shot Segmentation of Novel White Matter Tracts
Hao Xu, Tengfei Xue, Dongnan Liu, Fan Zhang, Carl-fredrik Westin, Ron Kikinis, Lauren Jean O'Donnell, Weidong Cai
- Published: 27 Apr 2024, Last Modified: 14 Nov 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Ultrasound tumor detection using an adapted Mask-RCNN with a continuous objectness score
Mark Wijkhuizen, Lennard van Karnenbeek, Freija Geldof, Theo J.M. Ruers, Behdad Dashtbozorg
- Published: 27 Apr 2024, Last Modified: 31 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Cell-painting phenotyping in filamentous fungi: deep learning for image-based drug discovery
Polina Simkina, Bruno Leggio, Gerard Sanroma-Guell, Yoann Huet
- Published: 27 Apr 2024, Last Modified: 31 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Constrained non-negative networks for a more explainable and interpretable classification
Valentine Wargnier Dauchelle, Thomas Grenier, Françoise Durand-Dubief, François Cotton, Michaël Sdika
- Published: 27 Apr 2024, Last Modified: 24 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Meta-Learning for Segmention of In Situ Hybridization Gene Expression Images
Charissa Poon, Michal Byra, Tomomi Shimogori, Henrik Skibbe
- Published: 27 Apr 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Cortical Surface Diffusion Generative Models
Zhenshan Xie, Simon Dahan, Logan Zane John Williams, M. Jorge Cardoso, Emma C. Robinson
- Published: 27 Apr 2024, Last Modified: 02 Jun 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Torch$T_1$: GPU-accelerated cardiac $T_1$ mapping with deep learning framework
Yi Zhang, Yidong Zhao, Yifeng Shao, Nuno Miguel Ferreira Capitão, Fleur van den Bogert, Qian Tao
- Published: 27 Apr 2024, Last Modified: 24 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Boost Your Medical Deep-Learning Training By Lazy Loading
Chenglong Wang, Chengxiu Zhang, Yun Liu, Guang Yang
- Published: 27 Apr 2024, Last Modified: 27 Apr 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Rethinking Perceptual Metrics for Medical Image Translation
Nicholas Konz, Yuwen Chen, Hanxue Gu, Haoyu Dong, Maciej A Mazurowski
- Published: 27 Apr 2024, Last Modified: 14 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Gradual Learning for One-Shot Segmentation of Slice Stacks
Johann Christopher Engster, Nele Blum, Thorsten Buzug, Maik Stille
- Published: 27 Apr 2024, Last Modified: 28 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Automatic Facial Landmark Detection for Neurosurgical Mixed Reality Applications in MRI and CT scans using Deep Learning
Mathijs de Boer, Lambertus W. Bartels, Pierre A.J.T. Robe, Tristan P.C. van Doormaal
- Published: 27 Apr 2024, Last Modified: 14 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Anatomy-guided Latent Diffusion Model for Fine-grained Medical Image Synthetic Augmentation
Sang-Heon Lim, Su Yang, Jiyong Han, SuJeong Kim, DaEl Kim, Yu-Ri Kim, Jun-Min Kim, Jo-Eun Kim, Won-Jin Yi
- Published: 27 Apr 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Multi-View Attention Network to Improve Breast Cancer Detection
Wen Tai, PinJui Huang, Dongmyung Shin
- Published: 27 Apr 2024, Last Modified: 31 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Anytime, Anywhere, Anyone: Investigating the Feasibility of Segment Anything Model for Crowd-Sourcing Medical Image Annotations
Pranav Kulkarni, Adway Kanhere, Dharmam Savani, Andrew Chan, Devina Chatterjee, Paul Yi, Vishwa Sanjay Parekh
- Published: 27 Apr 2024, Last Modified: 14 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Enhancing Neurofibroma Segmentation in Whole-Body MRI: Leveraging an Anatomy-Informed Approach
Georgii Kolokolnikov, Marie-Lena Schmalhofer, Inka Ristow, René Werner
- Published: 27 Apr 2024, Last Modified: 21 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Model-based Cleaning of the QUILT-1M Pathology Dataset for Text-Conditional Image Synthesis
Marc Aubreville, Jonathan Ganz, Jonas Ammeling, Christopher Kaltenecker, Christof Bertram
- Published: 27 Apr 2024, Last Modified: 13 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Less Could Be Better: Parameter-efficient Fine-tuning Advances Medical Vision Foundation Models
Chenyu Lian, Hong-Yu Zhou, Yizhou Yu, Liansheng Wang
- Published: 27 Apr 2024, Last Modified: 27 Apr 2024
- MIDL 2024 Short Papers
- Readers: Everyone
eva: Evaluation framework for pathology foundation models
kaiko.ai, Ioannis Gatopoulos, Nicolas Känzig, Roman Moser, Sebastian Otálora
- Published: 27 Apr 2024, Last Modified: 22 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
A Generalizable Deep Voxel-Guided Morphometry Algorithm for Change Detection in Multiple Sclerosis
Anish Raj, Achim Gass, Philipp Eisele, Andreas Dabringhaus, Matthias Kraemer, Frank G. Zoellner
- Published: 27 Apr 2024, Last Modified: 13 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Advancing ASL Kidney Image Registration: A Tailored Pipeline with Groupwise VoxelMorph
Anne Oyarzun-Domeño, Izaskun Cia, Rebeca Echeverria-Chasco, María A. Fernández-Seara, Paloma L. Martin-Moreno, Nuria Garcia-Fernandez, Gorka Bastarrika, Javier Navallas, Arantxa Villanueva
- Published: 27 Apr 2024, Last Modified: 15 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone