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Synthetic Vasculature and Pathology Enhance Vision-Language Model Reasoning
Chenjun Li, Cheng Wan, Laurin Lux, Alexander H Berger, Richard B. Rosen, Martin J. Menten, Johannes C. Paetzold
- 25 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
FluenceFormer: Transformer-Driven Multi-Beam Fluence Map Regression for Radiotherapy Planning
Ujunwa Mgboh, Rafi Ibn Sultan, Joshua Kim, Kundan S Thind, Dongxiao Zhu
- 25 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
PnPD: Plug-and-Play Dual-Path Framework for Computer-Aided Detection with Decoupled Localization and Subtype Classification
Yung-Han Chen, Jian-Yu Jiang-Lin, Chen tsung hsing, Chang-Fu Kuo, Hung-Yu Wu, Wen-Huang Cheng, Juinn-Dar Huang
- 25 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Quantitative Pose-Based Analysis of Movement Disorders in Paediatric NGLY1 and SLC13A5 Patients
Chengliang Dai, Phil Scordis, Prathyusha Teeyagura, Rayann M. Solidum, Jeff Broderick, Julia Broderick, Jane Broderick, Brenda E. Porter
- 25 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
UM–ProtoShare: UNet–Guided, Multi–Scale Shared Prototypes for Interpretable Brain Tumour Classification Using Multi–Sequence 3D MRI
Ali Golbaf, Vivek Singh, Swen Gaudl, Emmanuel Ifeachor
- 25 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Topological-Aware Regularization for Semi-Supervised Intracranial Aneurysm Vessel Segmentation
Feiyang Xiao, Yichi Zhang, Xigui Li, Yuanye Zhou, Chen Jiang, Xin Guo, LIMEI HAN, Yuxin Li, Fengping Zhu, Yuan Cheng
- 25 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Hybrid Transformer-Mamba Architecture for Weakly Supervised Volumetric Medical Segmentation
Yiheng Lyu, Lian Xu, Mohammed Bennamoun, Farid Boussaid, Coen Arrow, Girish Dwivedi
- 25 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Sinkhorn-based Quantization for Reversed Disease Progress: Further Investigations
Chih-Chieh Chen, Chang-Fu Kuo
- 25 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Alignment of Deep Neural Representations and Radiomics for Improved Kidney Tumor Classification
I-Chun Tsai, Hsi-Yu Ho, Huan-Yu Chen, Chun Chieh Weng, Jing-Tong Tzeng, Ching-Heng Lin, Chi-Chun Lee, Po-Chih Kuo
- 24 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Replicating Patient Follow-Up with Hierarchical Directed Graphs for Head and Neck Cancer Survival Analysis
Théo Di Piazza, Hugo Miccinilli
- 24 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
OmniNet: A multi-modality neural network for robust remote respiratory rate measurement from facial video
Tsai-Ni Lin, An-Sheng Liu, Li-Chen Fu
- 24 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
StainNet: A Special Staining Self-Supervised Vision Transformer for Computational Pathology
Jiawen Li, Jiali Hu, Xitong Ling, Yongqiang Lv, Yuxuan Chen, Yizhi Wang, Tian Guan, Yifei Liu, Yonghong He
- 23 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
CAPRMIL: Context-Aware Patch Representations for Multiple Instance Learning
Andreas Lolos, Theofilos Christodoulou, Aris L. Moustakas, Stergios Christodoulidis, Maria Vakalopoulou
- 23 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
SCR²-ST: Combine Single Cell with Spatial Transcriptomics for Efficient Active Sampling via Reinforcement Learning
Junchao Zhu, Ruining Deng, Junlin Guo, Tianyuan Yao, Chongyu Qu, Juming Xiong, Siqi Lu, Zhengyi Lu, Yanfan Zhu, Marilyn Lionts, Yuechen Yang, Yalin Zheng, Yu Wang, Shilin Zhao, Haichun Yang, Yuankai Huo
- 22 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
MetaVoxel: Joint Diffusion Modeling of Imaging and Clinical Metadata
Yihao Liu, Chenyu Gao, Lianrui Zuo, Michael Kim, Brian D. Boyd, Lisa L. Barnes, Walter A. Kukull, Lori L. Beason Held, Susan Resnick, Timothy J. Hohman, Warren D. Taylor, Bennett Allan Landman
- 21 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Soft-CAM: Making black box models self-explainable for medical image analysis
Kerol Djoumessi, Philipp Berens
- 21 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
DiffTAC: Temporal-Conditioned Latent Diffusion with Integrated Attention for Intermediate Frame Generation and Temporal Super-Resolution in Cardiac MRI
Shilajit Banerjee, Aniruddha Sinha
- 21 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Preserving Marker Specificity with Lightweight Channel-Independent Representation Learning
Simon Gutwein, Arthur Longuefosse, Jun Seita, Sabine Taschner-Mandl, Roxane Licandro
- 21 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
LabelG: Consistent Pairwise 3D CT Image and Segmentation Mask Generation via Medical Foundation Models
Lu-Yan Wang, Tzung-Dau Wang, Shang-Hong Lai
- 21 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
RVO-MIS: Robust Visual Odometry for Minimally Invasive Surgery
Zhuo Wang, Chiang-Heng Chien, Eungjoo Lee
- 21 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Seeing Down the Line: Endoscopic Reconstruction with Centerline Constraints
Andrea Dunn Beltran, Romain Hardy, Pranav Rajpurkar
- 20 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
CLEAR-WSI: Foundation Model Empowered Whole Slide Image Retrieval
Youssef Wally, Jingsong Liu, Elisabeth Wetzer, Peter J. Schüffler
- 20 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Concept Complement Bottleneck Model for Interpretable Medical Image Diagnosis
Hongmei WANG, Junlin Hou, Sunan He, Shu Yang, Hao Chen
- 20 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Orientation Normalization of Multi-Stain Skin Tissue Cross-Sections
Ema Topolnjak, Evi Paulides, Willeke Blokx, Mitko Veta, Ruben Lucassen
- 19 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone
Integration of Free-text Pathology Reports into Models for Automatic Contouring of Clinical Target Volume in Postoperative Head and Neck Cancer
Mu-Hung Tsai, Hsi-Huei Lu, Kun-Hsing Yu, Yuan-Hua Wu, Yung-Jen Cheng, Tzu-Hui Pao, Wei-Ting Hsueh, Irene Tai-Lin Lee, Jung-Hsien Chiang
- 19 Nov 2025 (modified: 15 Dec 2025)
- MIDL 2026 Conference Submission
- Readers: Everyone

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