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Unsupervised Learning of Acquisition Variability in Structural Connectomes via Hybrid Latent Space Modeling
Gaurav Rudravaram, Lianrui Zuo, Michael Eugene Kim, Karthik Ramadass, Elyssa M. McMaster, Jongyeon Yoon, Aravind Krishnan, Adam M. Saunders, Chenyu Gao, Nancy Newlin, Praitayini Kanakaraj, Lori L. Beason-Held, Murat Bilgel, Laura A. Barquero, Micah D'Archangel, Tin Nguyen, Laurie Cutting, Derek B Archer, Timothy J. Hohman, Daniel Moyer et al. (1 additional authors not shown)
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
GEMCONT: Genetics-based Multimodal Contrastive Learning for Disease-Focused Imaging Genetics
Daniel Sens, Liubov Shilova, Adrian V Dalca, Julia Schnabel, Francesco Paolo Casale
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Sema-ChestX-Former: A Parameter-Efficient Hybrid Transformer-CNN for Robust Thoracic Disease Classification with XAI
Touhid Alam, Sayedur Rahman Anik, Nafiz Fahad, Md Tanzib Hosain, Md Kishor Morol, Md. Jakir Hossen
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
CSVR: Combined Surface and Volume Registration for brain MRI
Saga N.B. Masui, Yourong Guo, Mohamed A. Suliman, Mattias P Heinrich, Nashira Baena, Irina Grigorescu, Logan Zane John Williams, Ashleigh Davies, Vanessa Kyriakopoulou, Gráinne McAlonan, Jonathan O'Muircheartaigh, Emma C. Robinson
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Beyond scalar losses: calibrating segmentation models via gradient vector field surgery
Laurin Lux, Alexander H Berger, Moritz Knolle, Daniel Rueckert, Johannes C. Paetzold
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
SuD-CoTAN: Sulcal Depth-guided Anatomically Consistent Fetal Cortical Surface Reconstruction
Irina Grigorescu, Jiaxin Xiao, Yourong Guo, Vanessa Kyriakopoulou, Alena Uus, Vyacheslav Karolis, Kaili Liang, Mohamed A. Suliman, Qiang Ma, Daniel Rueckert, Bernhard Kainz, A David Edwards, Jo Hajnal, Mary Rutherford, Maria Deprez, Emma C. Robinson
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
AMS-ETL: An Adaptive Multi-Source Ensemble Transfer Learning Framework for Robust Multi-Disease Diagnostic Classification
Kishore Babu Nampalle, Dhiran Kumar Mahto
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Learning Robust Medical Image Segmentation with Inductive Bias
Shrajan Bhandary, Dejan Kuhn, Zahra Babaiee, Tobias Fechter, Anca Grosu, Radu Grosu
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Counterfactual Intervention in Attention Multiple Instance Learning For Digital Pathology
Imane Chraki, Pierre Marza, Stergios Christodoulidis, Maria Vakalopoulou
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Geometry-Aware Implicit Neural Reconstruction of Oblique Micro-Ultrasound Scans
Harrison Chojnowski, Gorkem Can Ates, Wayne Grover Brisbane, Wei Shao
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
UniNuc – Unified Automatic and Interactive Nucleus Instance Segmentation in Histopathology
Chao Qin, Fahad Shahbaz Khan, Jiale Cao, Huazhu Fu, Shadab Khan, Rao Muhammad Anwer
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Democratizing Pathology Co-Pilots: An Open Pipeline and Dataset for Whole-Slide Vision-Language Modelling
Sander Moonemans, Sebastiaan Ram, Frédérique Meeuwsen, Carlijn Lems, Jeroen van der Laak, Geert Litjens, Francesco Ciompi
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Explainable HCC Diagnosis on Dynamic Contrast-Enhanced MRI with a Li-RADS Concept Bottleneck
Killian Monnin, Patrick Jeltsch, Lucia Fernandes-mendes, Vasco Cazzagon, Murat Yüce, Vivek Yadav, Mario Jreige, Marianna Gulizia, Montserrat Fraga Christinet, Raphaël Girardet, Clarisse Dromain, Bachir Taouli, Naïk Vietti-Violi, Jonas Richiardi
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
More is more: leveraging multi-rater information for whole slide images grading via virtual expert panel
Jan Grove, Michel Botros, Ylva A. Weeda, Clara I. Sánchez, Erik J Bekkers, Sybren L. Meijer, Hoel Kervadec
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Efficient Self-Supervised Adaptation of 3D Abdominal Vision-Language Model for Institution-Specific HCC Classification via Full Fine-Tuning and PEFT
Febryan Putra Kartika, Cheng-Yu Ma, Ying-Jia Lin, Chi-Tung Cheng, Kuan-Fu Chen
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Evaluating Multiple Multiview Fusion Strategies for Knee Fracture Detection in Paired Radiographs
Maximilian Nielsen, Finn Hinnerk Dieckhoff, Arne Ewald, Tobias Dust, René Werner
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Geometry-Aware Depth-Guided Explainable Multimodal Polyp Size Estimation: A Fusion Model Beyond RGB
Krispian Lawrence, Usha Goparaju, Luís C. Lamb
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
A rule-based approach as an alternative to end-to-end TIL prediction in gastroesophageal adenocarcinoma
David R Wessels, Ylva A. Weeda, Onno J. de Boer, Hoel Kervadec, Sybren L. Meijer, Erik J Bekkers
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Equivariant Neural Field based Whole-Slide representations for microsatellite instability prediction
Marga J. Don, David R Wessels, Ylva A. Weeda, Sybren L. Meijer, Hoel Kervadec, Erik J Bekkers
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
No Evidence of Disease: Clinically-Risky Adversarial Chest CT Report Generation
Samra Irshad, Junho Kim, Seong Tae Kim
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
TUNE++: Topology-Guided Uncertainty Estimation for Reliable 3D Medical Image Segmentation
Ashim Dhor, Abhirup Banerjee, Tanmay Basu
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Anatomical Longitudinal Cortical Surface Registration
Aakash Saboo, Ashleigh Davies, Nashira Baena, Kaili Liang, Jiaxin Xiao, Yourong Guo, Renato Besenczi, Jonathan O'Muircheartaigh, Emma C. Robinson
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Structure-Aware Foundational Representation of Rat Testicular Tubules Using Multiple Instance Learning
Vedang Kshirsagar, Saketh Juturu, Geetank Raipuria, Nitin Singhal
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Evidential DualUNet: Single-Pass Uncertainty for Cell Instance Segmentation
David Anglada-Rotger, Ferran Marques, Montse Pardàs
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Improved Objective Functions for Implicit Neural Representations in Deformable Image Registration
Johannes Bastian Gebauer, Maximilian Nielsen, Frederic Madesta, René Werner, Thilo Sentker
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone

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