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SUPER-IVIM-DC-BOOT: A Bootstrapped Physics-Informed IVIM Framework for Robust Placental Microstructure Analysis in Uncontrolled Maternal Diabetes
Naama Gavrielov, Moran Gawie-Rotman, Daphna Link-Sourani, Abdel-Rauf Zeina, Roni Shreter, Esther Maor-Sagie, Rinat Gabbay-Benziv, Moti Freiman
- 28 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Exploiting Intermediate Reconstructions in Optical Coherence Tomography for Test-Time Adaption of Medical Image Segmentation
Thomas Pinetz, Veit Hucke, Hrvoje Bogunović
- 28 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
AlignedFusion: Handling Missing Information in Reports and Inter-Modality Information Imbalance
Han Li, Jingsong Liu, Zhengyang Xu, Peter J. Schüffler, Nassir Navab, S Kevin Zhou
- 28 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Improved Myocardial Mapping by Cardiac MRI in Transthyretin Amyloidosis Cardiomyopathy Using Consistency-Parametrized AI Segmentation Model
Mateusz Cezary Florkow, Andreas Heindl, Majd Zreik, Ahmed Emam
- 28 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Towards Effective Surgical Representation Learning with DINO Models
Ronald L.P.D. de Jong, Yiping Li, Tim J. M. Jaspers, Romy C. van Jaarsveld, Gino M. Kuiper, Franco Badaloni, Richard van Hillegersberg, Jelle P. Ruurda, Fons van der Sommen, Josien P.W. Pluim, Marcel Breeuwer
- 28 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Flow Matching for 3D Craniofacial Skeletal Data Generation
Giacomo Melacini, Stefano Mazzocchetti, Giuseppe Lisanti, Luigi Di Stefano, Samuele Salti
- 28 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Uncertainty-aware Cycle Diffusion Model for Fair Glaucoma Diagnosis
Ziheng Wang, Shuran Yang, Yan Lin, zang wenrui, Yanda Meng
- 28 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Guideline-Informed MLLM Reasoning for Pathology-Aware Post-Operative Prostate CTV Segmentation
Yinhao Wu, Hengrui Zhao, Haiqing Li, Wenliang Zhong, Hehuan Ma, Yuzhi Guo, Dan Nguyen, Daniel X. Yang, Steve B. Jiang, Junzhou Huang
- 28 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
SGDC: STRUCTURALLY-GUIDED DYNAMIC CONVOLUTION FOR MEDICAL IMAGE SEGMENTATION
Bo Shi, Wei-Ping Zhu, M.N.S. Swamy
- 27 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Hide-and-Seek Attribution: Weakly Supervised Segmentation of Vertebral Metastases in CT
Matan Atad, Alexander W. Marka, Lisa Steinhelfer, Anna Curto-Vilalta, Yannik Leonhardt, Sarah C. Foreman, Anna-Sophia Walburga Dietrich, Robert Graf, Alexandra S. Gersing, Bjoern Menze, Daniel Rueckert, Jan Kirschke, Hendrik Möller
- 27 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
CatVLM: Enhancing Temporal Understanding in Cataract Surgery Videos with Boundary-Aware VLM
Jay Nitin Paranjape, Nisarg A Shah, Nanthini Narayanan, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel
- 27 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
UltraG-Ray: Physics-Based Gaussian Ray Casting for Novel Ultrasound View Synthesis
Felix Duelmer, Jakob Klaushofer, Magdalena Wysocki, Nassir Navab, Mohammad Farid Azampour
- 27 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Cervix-Seg-Net: A Context-aware Attention mechanism for Cervical Lesions Segmentation using Colposcopic images
Smith K. Khare, Berit Bargum Booth, Victoria Blanes-Vidal, Lone Kjeld Petersen, Esmaeil S. Nadimi
- 27 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
nnLandmark: A Self-Configuring Method for 3D Medical Landmark Detection
Alexandra Ertl, Stefan Denner, Robin Peretzke, Shuhan Xiao, David Zimmerer, Maximilian Fischer, Markus Ralf Bujotzek, Xin Yang, Peter Neher, Fabian Isensee, Klaus Maier-Hein
- 27 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
CWCD: Category-Wise Contrastive Decoding for Structured Medical Report Generation
Shantam Srivastava, Mahesh Bhosale, David Doermann, Mingchen Gao
- 27 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
RandP: Effective and Efficient Medical Visual In-Context Learning via a Retrieve-and-Propagate Module for Prompt-Query Fusion
Rongge Mao, Han Li, Chengqi Dong, Nassir Navab, S Kevin Zhou
- 27 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
WristMIR: Coarse-to-Fine Region-Aware Retrieval of Pediatric Wrist Radiographs with Radiology Report–Driven Learning
Mert Sonmezer, Serge Didenko Vasylechko, Duygu Atasoy, Seyda Ertekin, Sila Kurugol
- 26 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
ICL-NoiseUNet - A Novel In-Context Learning Based Framework For Ultrasound Segmentation With Adaptive Noise Modulation
Ioannis Charisiadis, Ilyass El Allali, Richard G. P. Lopata, Clara I. Sánchez, Navchetan Awasthi
- 26 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Learning Action-Conditioned World Models for Cataract Surgery from Unlabeled Videos
Nisarg A Shah, Mingze Xia, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel
- 26 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Brain Tumor Growth Inversion via Differentiable Neural Surrogates
Jonas Weidner, Lucas Zimmer, Ivan Ezhov, Michal Balcerak, Bjoern Menze, Daniel Rueckert, Benedikt Wiestler
- 26 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Are robust loss functions still relevant for medical image segmentation with noisy labels?
Vikram Venkatraghavan, Richard A.P. Takx, Niek E. van der Aa, Timo R. de Haan, Nils Planken, Manon Benders, Ivana Isgum
- 26 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Conditional Learned Reconstruction for Medical Imaging
Nikita Moriakov, George Yiasemis, Jan-Jakob Sonke, Jonas Teuwen
- 26 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Patch-MoE Mamba: A Patch-Ordered Mixture-of-Experts State Space Architecture for Medical Image Segmentation
Diego Adame, Jose Angel Nuñez, Fabian Vazquez, Huimin Li, Erik Enriquez, Dongchul Kim, Haoteng Tang, Bin Fu, Pengfei Gu
- 26 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
TAP-CT: 3D Task-Agnostic Pretraining of Computed Tomography Foundation Models
Tim Veenboer, George Yiasemis, Eric Marcus, Vivien van Veldhuizen, Cees G. M. Snoek, Jonas Teuwen, Kevin B. W. Groot Lipman
- 26 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
InstaBound: Instance-Boundary Signed Distance Regression
Xinzi He, Ruining Deng, Martin R. Prince, Mert R. Sabuncu
- 26 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone

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