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DIST-CLIP: Arbitrary Metadata and Image Guided MRI Harmonization via Disentangled Anatomy-Contrast Representations
Mehmet Yigit Avci, Pedro Borges, Virginia Fernandez, Paul Wright, Mehmet Yigitsoy, Sebastien Ourselin, M. Jorge Cardoso
- 18 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
OxEnsemble: Fair Ensembles for Low-Data Classification
Jonathan Rystrøm, Zihao Fu, Chris Russell
- 17 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
RepViT-CXR: A Channel Replication Strategy for Vision Transformers in Chest X-ray Tuberculosis and Pneumonia Classification
Faisal Ahmed
- 17 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
PAGET: Hierarchical Multi-Teacher Knowledge Distillation for Comprehensive Tumor Microenvironment Segmentation
Daisuke Komura, Maki Takao, Mieko Ochi, Takumi Onoyama, Hiroto Katoh, Hiroyuki Abe, Hiroyuki Sano, Teppei Konishi, Toshio Kumasaka, Tomoyuki Yokose, Yohei Miyagi, Tetsuo Ushiku, Shumpei Ishikawa
- 17 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
D$^2$-Former: Mixture-Of-Experts Guided Dual Transformer for Multi-Scale Medical Image Segmentation
Md Sohag Mia, Aya Taourirte, Muhammad Abdullah Adnan, Wenlong Ming
- 16 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Machine-Learning Based Detection of Coronary Artery Calcification Using Synthetic Chest X-Rays
Dylan Saeed, Ramtin Gharleghi, Susann Beier, Sonit Singh
- 14 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Resolving the CN-MCI Boundary: A ResoNet Framework for Dynamic Multimodal Alzheimer’s Classification
Karen Kuo, Wei-Yu Chen, Jenhui Chen
- 14 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
FunnyNodules: A Customizable Medical Dataset Tailored for Evaluating Explainable AI
Luisa Gallee, Yiheng Xiong, Meinrad Beer, Michael Götz
- 13 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Disconnect to Connect: A Data Augmentation Method for Improving Topology Accuracy in Image Segmentation
Juan Miguel Valverde, Maja Østergaard, Adrian Rodriguez-Palomo, Peter Alling Strange Vibe, Nina Kølln Wittig, Henrik Birkedal, Anders Dahl
- 13 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
CARE: Confidence-aware Ratio Estimation for Medical Biomarkers
Jiameng Li, Teodora Popordanoska, Aleksei Tiulpin, Sebastian G. Gruber, Frederik Maes, Matthew B. Blaschko
- 13 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
GeoReg: Direct biplanar DSA-to-CTA registration with geodesic consistency for acute ischemic stroke
Rudolf Leonardus Mirjam Van Herten, Robert Graf, Felix Bitzer, Jan Kirschke, Johannes C. Paetzold
- 12 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Simplex-Aligned Diffusion with Cross-Granularity Interaction for Robust Medical Image Classification
Chao Wu, Mingchen Gao
- 11 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Cross-Domain Semi-Supervised Organ Detection
Nian Li, MORTEZA GHAHREMANI, Bailiang Jian, Pascual Tejero Cervera, Benedikt Wiestler, Marcus Makowski, Christian Wachinger
- 11 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Multimodal Assessment of Pancreatic Cancer Resectability Using Deep Learning
Vincent Ochs, Christoph Kuemmerli, Florentin Bieder, Julia Wolleb, Joël L. Lavanchy, Julia Ruppel, Jan Liechti, Stephanie Taha-Mehlitz, Christian A. Nebiker, Beat P. Müller-Stich, Giuseppe Kito Fusai, Jörg-Matthias Pollok, Anas Taha, Philippe C. Cattin, Sebastian Manuel Staubli
- 11 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
MedFuncta: A Unified Framework for Learning Efficient Medical Neural Fields
Paul Friedrich, Florentin Bieder, Julian McGinnis, Julia Wolleb, Daniel Rueckert, Philippe C. Cattin
- 09 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Beyond Machine Interpretation: Learning from Expert Over-Reads Improves ECG Diagnosis
Sunwoo Kwak, Fengbei Liu, Nusrat Binta Nizam, Ilan Richter, Nir Uriel, Peter M. Okin, Mert R. Sabuncu
- 07 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image Segmentation
Zhiqiang Shen, Peng Cao, jinzhu Yang, Osmar Zaiane, Zhaolin Chen
- 04 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Beyond Classification: Elaborating Network Predictions for Better Weakly Supervised Quantization
Chih-Chieh Chen, Chang-Fu Kuo
- 03 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone

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