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Training-Free Zero-Shot Anomaly Detection in 3D Brain MRI with 2D Foundation Models
Tai Le Gia, Jaehyun Ahn
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
RadImageNet-VQA: A Large-Scale CT and MRI Dataset for Radiologic Visual Question Answering
Léo Butsanets, Charles Corbière, Julien Khlaut, Pierre Manceron, Corentin Dancette
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Model-based distortion correction for Magnetic Resonance Echo Planar Imaging
Sudhanya Chatterjee, Florian Wiesinger, Rajagopalan Sundaresan, Patricia Lan, Dattesh D. Shanbhag, Arnaud Guidon
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Enforcing 3D Coherence in Semi-Supervised Segmentation for Pancreatic Tumor Histopathology from Light Sheet Fluorescence Microscopy
Yousif Hashisho, Diana Pinkert-Leetsch, Jeannine Missbach-Guentner
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Beyond Core and Penumbra: Bi-Temporal Image-Driven Stroke Evolution Analysis
Md Sazidur Rahman, Kjersti Engan, Kathinka Dæhli Kurz, Mahdieh Khanmohammadi
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
ALO: Addressing Class Imbalance in Radiology Report Generation through Anatomy-Level Oversampling
Lukas Buess, Robert Kurin, Adarsh Bhandary Panambur, Tomas Arias-Vergara, Andreas Maier
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Automated Quality Assessment of Blind Sweep Obstetric Ultrasound for Improved Diagnosis
Prasiddha Bhandari, Nishant Luitel, Kanchan Poudel, Bishram Acharya, Angelina Ghimire, Tyler Wellman, Kilian Koepsell, Pradeep Raj Regmi, Bishesh Khanal
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Physician-Guided Learning with Attention Mechanism for Non-Tuberculosis Mycobacterium Disease Classification Using 3D Chest CT Images
Yueh-Chun Liu, Chia-Jung Liu, Yu-Hsuan Chen, Chang-Wei Wu, Meng-Rui Lee, Po-Chih Kuo
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
A Tool Bottleneck Framework for Clinically-Informed and Interpretable Medical Image Understanding
Christina Liu, Alan Q. Wang, Joy Hsu, Jiajun Wu, Ehsan Adeli
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Generalising the HCP multimodal cortical parcellation to UK Biobank using geometric deep learning
Logan Zane John Williams, Simon Dahan, Tanya Poppe, Yourong Guo, Matthew Glasser, Fidel Alfaro-Almagro, Mohamed A. Suliman, Anderson Winkler, Timothy Coalson, David Van Essen, Stephen M. Smith, Emma C. Robinson
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Improved Representation Learning with Multitasking in Blind Sweep Obsetric Ultrasound Videos
Nishant Luitel, Kanchan Poudel, Prasiddha Bhandari, Bishram Acharya, Angelina Ghimire, Pradeep Raj Regmi, Bishesh Khanal
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
sCTFlow: 3D MRI-to-sCT with Conditional Rectified Flow
Pharuj Rajborirug, Supan Tungjitkusolmun, Sarun Gulyanon
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Challenging Complexity Bias: Simpler Networks outperform Large Models in Multi-Organ Segmentation of Ultrasound Images
Sursoon, Ting Wu, Breezewen, Ziwei Nie
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Automated Motion Artifact Check for MRI (AutoMAC-MRI): An Interpretable Framework for Motion Artifact Detection and Severity Assessment
Antony Jerald, Dattesh D. Shanbhag, Sudhanya Chatterjee
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
NeuroPredict: Deep Learning and LLM-Based Framework for SSRI Response in Major Depressive Disorder
Md Fahimul Kabir Chowdhury, Jayed Mohammad Barek, Md Ariful Hasan, Haili Wang
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
POWDR: Pathology-preserving Outpainting with Wavelet Diffusion for 3D MRI
Fei Tan, Ashok Vardhan Addala, Bruno Astuto Arouche Nunes, xucheng zhu, Ravi Soni
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
From Cross-Sectional CT to Dynamic Insights: Pseudotime-Based Modeling of Lung Nodule Progression
Luoting Zhuang, Linh M. Tran, Ashley E. Prosper, William Hsu
- 03 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
PIKACHU: Prototypical In-context Knowledge Adaptation for Clinical Heterogeneous Usage
Amar Kumar, Zahra TehraniNasab, Emily Kaczmarek, Tal Arbel
- 02 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
CrossFusion: A Multi-Scale Cross-Attention Convolutional Fusion Model for Cancer Survival Prediction
Rustin Soraki, Huayu Wang, Sitong Liu, Joann G. Elmore, Linda Shapiro
- 02 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
CytoTracker: Multi-Cell Tracking with Diffusion-Guided Cell Association
Komal Kumar, Noa Novershtern, Jacob hanna, Hisham Cholakkal
- 02 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Effect of Knowledge Distillation on Generalization of Fetal Ultrasound Classifiers
Carl Reilly, Chun Kit Wong, Pablo Delgado-Rodriguez, Zahra Bashir, Anders Nymark Christensen, Martin Grønnebæk Tolsgaard, Aasa Feragen
- 02 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Uncertainty-Aware Domain Adaptation for Vitiligo Segmentation in Clinical Photographs
Wentao Jiang, Vamsi Varra, Caitlin Perez-Stable, Harrison Zhu, Meredith Apicella, Nicole Nyamongo
- 02 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
ConStruct: Structural Distillation of Foundation Models for Prototype-Based Weakly Supervised Histopathology Segmentation
Khang Phuc Le, Ha Thach, Anh Mai Vu, Thi Kim Trang Vo, Han H. Huynh, David Yang, Minh H. N. Le, Thanh-Huy Nguyen, AKASH AWASTHI, Zhu Han, Chandra Mohan, Hien Van Nguyen
- 02 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
DualProtoSeg: Simple and Efficient Design with Text- and Image-Guided Prototype Learning for Weakly Supervised Histopathology Image Segmentation
Anh Mai Vu, Khang Phuc Le, Thi Kim Trang Vo, Ha Thach, Hung Nguyen Huy, David Yang, Han H. Huynh, Quynh Nguyen, Tuan Minh Pham, Tuan Anh Le, Minh H. N. Le, Thanh-Huy Nguyen, AKASH AWASTHI, Chandra Mohan, Zhu Han, Hien Van Nguyen
- 02 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Anatomy-Grounded Weakly Supervised Prompt Tuning for Chest X-ray Latent Diffusion Models
Konstantinos Vilouras, Ilias Stogiannidis, Junyu Yan, Alison Q O'Neil, Sotirios A. Tsaftaris
- 02 Dec 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone

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