MICCAI 2026

2026 1165 papers
Workflow Node Statistics (Latest Run per Paper)

Average token usage per workflow node, based on the latest completed run for each paper.

Node Papers Avg Input Avg Output Avg Total
Code_Availability_Check 312 1,453 (±1,408) 102 (±38) 1,554 (±1,415)
Code_Embedding 1 90,595 2,125 92,720
Code_Repository_Analysis 1 87,542 11,649 99,191
Final_Aggregation 1 864 581 1,445
Paper_Type_Classification 1 5,157 326 5,483
Reproducibility_Checklist 1 26,961 5,369 32,330
Section_Embeddings 1 5,273 0 5,273
Standard deviations shown in parentheses (±). Data reflects latest workflow run per paper.
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Title Authors Analysis Status Workflows Tokens Actions
Uncertainty-Aware Hypergraph Consistency Learning for Semi-supervised Medical Image Segmentation
Xie Kexin, Yang …
Completed
1
Uncertainty-Aware Spatio-Semantic Contextual Prompts for Multimodal Medical Segmentation
Chattopadhyay Soumitri, Demir …
Completed
1
Uncertainty-Aware Spatiotemporal Graph Learning for Individualized Cortical Parcellation and Somato-Cognitive Integration in the Developing Brain
Xue Yuxin, Li …
Completed
1
Uncertainty-Guided Conservative Propagation for Coronary Artery Segmentation
Huang Huan, Xu …
Completed
1
Uncovering Interpretable Point-Wise Image Correspondences from Deep Segmentation Features
Duval Eli, Maes …
Completed
1
Understanding Model Behavior in Monocular Polyp Sizing
Xiong Xinqi, Dunn …
Completed
1
Uni-Brain: Anatomy-Informed Diffusion for Multi-Tracer Synthesis and Counterfactual Prognosis from Cross-Sectional Data
Yu Hongjie, Yuan …
Completed
1
UniCT: A Unified Joint Multi-Task Framework for 3D Chest CT Abnormality Analysis
Di Piazza Theo, …
Completed
1
UniFCHarm: Unified Prompt-Guided Harmonization of fMRI Functional Connectivity Across Scanners and Atlases
Lin Xin, Liu …
Completed
1
Unified Multimodal Model for Brain MRI Imputation and Understanding
Song Zhiyun, Liu …
Completed
1
UniField: A Unified Field-Aware MRI Enhancement Framework
Lin Yiyang, Wang …
Completed
1
UniLiver: Gradient-Conditioned Unified Model for Multi-target Hepatic Segmentation
Qiu Yue, Qiu …
Completed
1
UniSpine-GS: An Efficient Physics-Aware Gaussian Framework for Cross-Modality Multi-view Spine Image Synthesis
Chen Qiuhua, Yu …
Completed
1
Unleashing Video Language Models for Fine-grained HRCT Report Generation
Fang Yingying, Zhou …
Completed
1
Unlocking the Power of Medical Tabular Data via Semantic-Aware Multimodal Pre-training
Liu Yingsheng, Li …
Completed
1
Unsupervised and Segmentation-Free Phase Unwrapping for 4D Flow MRI Using Deep Image Prior
Ren Yuyang, Zhou …
Completed
1
Unsupervised Brain Anomaly Detection as a Bayesian Inverse Problem with Diffusion Prior
Roy Hugues, Dorent …
Completed
1
Unsupervised Domain Adaptation for Pelvic Landmark Localization in CT and MR Using Landmark-Conditioned Synthesis
Ye Kangqing, Luo …
Completed
1
Unveiling Brain-Body Axis Interactions in Psychiatric-Endocrine Disorder with Deep Graph Causal Neural Network
Wan Zhonghua, Zhang …
Completed
1
URLCF: Universal Representation Learning for Cross-Domain Few-Shot Autism Spectrum Disorder Detection
Mao Zhenlin, Sun …
Completed
1
UT-MIL: Uncertainty-Rectified and TME-Decoupling Dual-Stream Aggregation for Robust WSI Survival Prediction
Hu Taiyuan, Luan …
Completed
1
VA-Adapter: Adapting Ultrasound Foundation Model to Echocardiography Probe Guidance
Wang Teng, Jiang …
Completed
1
Validation of simulation-based evaluation by inclusion of unlabeled data and meta-ablation
Ploner Stefan B., …
Completed
1
VarDeFlow: Variational Deformation Learning with Flow Matching for Multi-organ Cross-Modality Medical Image Synthesis
Singh Peeyush Kumar, …
Completed
1
VCDA-Net: Graph-Guided Voxel-Cluster Density Attention for Global-Regional Brain Age Gap Estimation
Nguyen Quoc-Tien, Lee …
Completed
1