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On the Feasibility of Fréchet Radiomic Distance–Constrained Adversarial Examples in Medical Imaging: Methods and Trade-offs
Mohamed Mahmoud, Shehab Khaled, Mohamed Elkhayat, Jamil Fayyad
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Robustness of medical imaging models with physics-based image quality degradations
Tyler Ward, Abdullah Imran
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Incentivizing DINOv3 Adaptation for Medical Vision Tasks via Feature Disentanglement
Zhicheng He, Yibing Fu, Yueming Jin
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
rNCA: Self-Repairing Segmentation Masks
Malte Silbernagel, Albert Alonso, Jens Petersen, Bulat Ibragimov, Marleen de Bruijne, Madeleine Wyburd
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
INFORM-CT: INtegrating LLMs and VLMs FOR Incidental Findings Management in Abdominal CT
Idan Tankel, Nir Mazor, Rafi Brada, Christina LeBedis, Guy Ben-Yosef
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Towards Modality-Agnostic Continual Domain-Incremental Brain Lesion Segmentation
Yousef Sadegheih, Dorit Merhof, Pratibha Kumari
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
ResDCE-Diff : Dynamic contrast enhanced MRI translation in prostate cancer using residual denoising diffusion models
Kishore Kumar, Sriprabha Ramanarayanan, Keerthi Ram, Harsh Kumar Agarwal, Ramesh Venkatesan, Mohanasankar Sivaprakasam
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Aloe-Vision: Robust Vision-Language Models for Healthcare
Jaume Guasch-Martí, Enrique Lopez-Cuena, Martín Suárez-Fernández, Jordi Bayarri-Planas, Anna Arias-Duart, Dario Garcia-Gasulla
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Patch-level Anatomy- and Style-Guided 3D Diffusion for Multi-site T1 MRI Harmonization
Barnabé Hache, Vincent Roca, Grégory Kuchcinski, Dorian Manouvriez, Renaud Lopes
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Auto-N2N: Self-supervised MRI Denoising using Synthetic Pair Generation and Mixture of Experts
Sergio Morell-Ortega, Alexey Mengliev, Angela Gonzalez-Cebrian, Jaume Ivars Grimalt, Pierrick Coupe, Jose V Manjon
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
MeFEm: Medical Face Embedding model
Yury Borets, Stepan Botman
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Uncertainty-aware automatic segmentation with interactive refinement of head and neck squamous cell carcinoma and pathological lymph nodes
Ziping Chu, Sonit Singh, Lois Holloway, Arcot Sowmya
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Sparse Subspace Diffusion Model for Physically Consistent Accelerated MRI Reconstruction
Xiangyao Deng, Zhiqiang Shen, Sanuwani Dayarathna, Juan P. Meneses, Sergio Uribe, Zhaolin Chen
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
InceptionMamba: Efficient Multi-Stage Feature Enhancement with Selective State Space Model for Microscopic Medical Image Segmentation
Daniya Najiha Abdul Kareem, Abdul Hannan, Mubashir Noman, Jean Lahoud, Mustansar Fiaz, Hisham Cholakkal
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Breaking the Memory Barrier: Efficient Multi-Class 3D Segmentation for Hundreds of Classes
Olivier Jaubert, William Traynor, Shadia Mikhael, John H Hipwell, Sonia Dahdouh
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
A Pragmatic Note on Evaluating Generative Models with Fréchet Inception Distance for Retinal Image Synthesis
Yuli Wu, Fucheng Liu, Rüveyda Yilmaz, Henning Konermann, Peter Walter, Johannes Stegmaier
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
UnEBOLT: A Unified Model for EEG-to-BOLD Translation and Functional Connectivity Reconstruction
Yamin Li, Ange Lou, Chang Li, Shiyu Wang, Haatef Pourmotabbed, Ziyuan Xu, SHENGCHAO ZHANG, Dario J. Englot, Soheil Kolouri, Daniel Moyer, Roza G Bayrak, Catie Chang
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Lesion-Aware Reconstruction with Principal Network: Enhancing Pseudo-Label Reliability in Semi-Supervised Clinical Lesion Detection
Shiwan Di, Jupeng Li, Yuxuan Yang, Qian JIN, Guorui AN, Jingwen Yang, Wang Yue, Yong GUO, Xinyue ZHANG, Ruohan MA, Gang LI
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Ultra-ECP: Ellipse-Constrained and Point-Robust Foundation Model Adaptation for Fetal Cardiac Ultrasound Segmentation
Minh H. N. Le, Khanh T. Q. Le, Tuan Vinh, Thanh-Huy Nguyen, Han H. Huynh, Khoa D. Pham, Anh Mai Vu, Hien Quang Kha, Phat Ky Nguyen, Ulas Bagci, Min Xu, Carl Yang, Phat Kim Huynh, Nguyen Quoc Khanh Le
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Clinical Risk-Aware Multi-Level Grading for Coronary Artery Stenosis through Curved Feature Reconstruction
Shishuang Zhao, Li Hongtai, Junjie Hou, Yuhang Liu
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
ASP-DGRank: Attention-Guided Supervised Patch Ranking with Diffusion-Regularized GAN for Virtual Staining
SRIJITA KHATUA, Manisha Verma, Sudhakar Kumawat
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
VISCERA-SAM: Adapting Segment Anything for Multi-Visceral Fetal Abdominal Ultrasound Segmentation
Minh H. N. Le, Khoa D. Pham, Tuan Vinh, Thanh-Huy Nguyen, Han H. Huynh, Khanh T. Q. Le, Anh Mai Vu, Ha N. T. Luong, Ulas Bagci, Min Xu, Carl Yang, Phat Kim Huynh, Nguyen Quoc Khanh Le
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
DCT-MoE: Frequency-Domain Medical Image Generation with Mixture-of-Experts
Yifan Sun, Qingjie Meng, Wayne-Anthony Ezechukwu, Tao Chen, Huiping Chen
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Real-Time Novel-View Freehand Ultrasound Imaging via Point-Cloud Rendering and Diffusion-Bridge Completion
Hanrui Shi, Zheyuan Zhang, Boris Mailhe, Yikang Liu, Xiao Chen, Ankush Mukherjee, Terrence Chen, Shanhui Sun
- 01 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
GenVOG-DiT: A Transformer-Based Diffusion Model for Pose-Driven, Patient-Agnostic Nystagmus VOG Video Generation
Aimon Rahman, Kemar E. Green, Vishal M. Patel
- 30 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone

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