MIDL 2024 Short Papers Submissions

Towards causal prediction on Magnetic Resonance Imaging including non-imaging data
Louisa Fay, Florian Marencke, Bin Yang, Sergios Gatidis, Thomas Kuestner
- Published: 27 Apr 2024, Last Modified: 17 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
From Generalist to Specialist: Incorporating Domain-Knowledge into Flamingo for Chest X-Ray Report Generation
Raphael Stock, Stefan Denner, Yannick Kirchhoff, Constantin Ulrich, Maximilian Rouven Rokuss, Saikat Roy, Nico Disch, Klaus Maier-Hein
- Published: 27 Apr 2024, Last Modified: 29 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Unraveling Systematic Biases in Brain Segmentation: Insights from Synthetic Training
Romain Valabregue, Ines Khemir, Guillaume Auzias, François Rousseau, Mehdi OUNISSI
- Published: 27 Apr 2024, Last Modified: 27 Apr 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Classification of multiparametric correlation MRI signals using deep neural networks
Sebastian Endt, Tobias Lachermeier, Marion Menzel
- Published: 27 Apr 2024, Last Modified: 18 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
From Normal to Abnormal: Transforming Medical Images with Diffusion Models for Dataset Balancing
Martin Paulikat, Lennart Nauschütte, Martin Simon Kalteis, Witali Aswolinskiy, Achim Schneider, Hermann Bussmann, Christian Aichmüller, Magnus von Knebel Doeberitz
- Published: 27 Apr 2024, Last Modified: 26 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Evidence Regularization for Multimodal Deep Evidential Regression
Zhimin Shao, Weibei DOU
- Published: 27 Apr 2024, Last Modified: 25 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Improving Model Generalization to Out-of-Domain Data in Histopathology: Leveraging Simple Techniques for External Validation
Melanie Lubrano, Nathan Bigaud, Thalyssa Baiocco-Rodrigues, Fabien Brulport, Alexandre Filiot, David Lin
- Published: 27 Apr 2024, Last Modified: 16 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Learning CT Segmentation from Label Masks Only
Artyom Tsanda, Hannes Nickisch, Tobias Wissel, Tobias Klinder, Tobias Knopp, Michael Grass
- Published: 27 Apr 2024, Last Modified: 30 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Self-Supervision Revives Simple Multiple Instance Classification Methods in Pathology
Ali Mammadov, Loic Le Folgoc, Julien Adam, Anne Buronfosse, Gilles Hayem, Guillaume HOCQUET, Pietro Gori
- Published: 27 Apr 2024, Last Modified: 29 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Impact of Layer Selection in Histopathology Foundation Models on Downstream Task Performance
Witali Aswolinskiy, Martin Paulikat, Christian Aichmueller
- Published: 27 Apr 2024, Last Modified: 26 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Revisiting Anomaly Localization Metrics
David Zimmerer, Klaus Maier-Hein
- Published: 27 Apr 2024, Last Modified: 31 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Exploiting Scale Invariance and Rotation Equivariance for Sparse and Dense Artery Orientation Estimation
Dieuwertje Alblas, Iris Vos, Julian Suk, Christoph Brune, Kak Khee Yeung, Birgitta Velthuis, Hugo Kuijf, Ynte Ruigrok, Jelmer M. Wolterink
- Published: 27 Apr 2024, Last Modified: 29 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Automatic Myocardium Segmentation in Arterial Spin Labeling Perfusion MRI Using Uncertainty-Aware Mask R-CNN
Anne Oyarzun-Domeño, Verónica Aramendía-Vidaurreta, Gorka Bastarrika, Ana Ezponda, María A. Fernández-Seara, Arantxa Villanueva
- Published: 27 Apr 2024, Last Modified: 06 Jun 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Differential contrast enhancement using conditional deep learning for Gadolinium dose reduction in brain MRI
Thomas Pinetz, Erich Kobler, Robert Haase, Julian A. Luetkens, Alexander Radbruch, Katerina Deike-Hofmann, Alexander Effland
- Published: 27 Apr 2024, Last Modified: 13 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Efficient Repairing of Disconnected Pulmonary Tree Structures via Point-based Implicit Fields
Ziqiao Weng, Jiancheng Yang, Dongnan Liu, Weidong Cai
- Published: 27 Apr 2024, Last Modified: 30 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Segment Anything Model for Instance Segmentation in Kidney Histopathology Images
Jurre Weijer, Sanne Truijen, Tri Nguyen, Mitko Veta, Nikolas Stathonikos
- Published: 27 Apr 2024, Last Modified: 28 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
REMIX: Resolution Enhancement through Mixture of Experts
Sergio Morell-Ortega, Marina Ruiz Perez, Pierrick Coupe, Jose V Manjon
- Published: 27 Apr 2024, Last Modified: 21 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Classification of Medical Text in Small and Imbalanced Datasets in a Non-English Language
Vincent Beliveau, Helene Kaas, Martin Prener, Claes Ladefoged, Desmond Elliott, Gitte M. Knudsen, Lars H. Pinborg, Melanie Ganz
- Published: 27 Apr 2024, Last Modified: 28 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Results of the CROWN challenge on automated assessment of circle of Willis morphology
Iris Vos, Ynte Ruigrok, Hugo Kuijf
- Published: 27 Apr 2024, Last Modified: 28 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Myoblast Mutation Classification via Microgroove-Induced Nuclear Deformations
Xingjian Zhang, Claire Leclech, Bettina Roellinger, Catherine Coirault, Elsa Angelini, Abdul I. Barakat
- Published: 27 Apr 2024, Last Modified: 16 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
cHeartFlow: Synthesizing cardiac MR images from sketches
Xinrui Zu, Qian Tao
- Published: 27 Apr 2024, Last Modified: 14 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
RegSegNet: A Joint Registration Segmentation Network for Automatic Liver Segmentation from Non-contrast 3D SPECT-CT Images
Xuan Loc Pham, Manh Ha Luu, Hong Son Mai, Ngoc Ha Le, Bram van Ginneken, Alessa Hering
- Published: 27 Apr 2024, Last Modified: 22 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Automatic real-time prostate detection in transabdominal ultrasound images
Tiziano Natali, Mark Wijkhuizen, Liza Kurucz, Matteo Fusaglia, Pim J. van Leeuwen, Theo J.M. Ruers, Behdad Dashtbozorg
- Published: 27 Apr 2024, Last Modified: 31 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Scaling Temporal and Volumetric Datasets for Tumor Localization with Weak Annotations
Yu-Cheng Chou, Bowen Li, Deng-Ping Fan, Alan Yuille, Zongwei Zhou
- Published: 27 Apr 2024, Last Modified: 27 Apr 2024
- MIDL 2024 Short Papers
- Readers: Everyone
Weakly supervised lung cancer detection on label-free intraoperative microscopy with higher harmonic generation
Siem de Jong, Marie Louise Groot, Roel L. J. Verhoeven, Erik H. F. M. van der Heijden, Francesco Ciompi
- Published: 27 Apr 2024, Last Modified: 22 May 2024
- MIDL 2024 Short Papers
- Readers: Everyone