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
Med-CAP: Counterfactual Evidence and Adaptive Prior Suppression for Robust Medical Visual Question Answering
Huang Zaiqiang, Zhu …
Completed
1
Med3D-R1: Mitigating Narrative Bias and Enhancing Reasoning Consistency in 3D Medical Vision-Language Models
Lai Haoran, Jiang …
Completed
1
MedCenterDet: A Center-Based Object Detection Framework for 3D Medical Image
Zeng Qiang, Shen …
Completed
1
MedConcept: Unsupervised Concept Discovery for Interpretability in Medical VLMs
Haque Md Rakibul, …
Completed
1
MedEnv: Scaling Multimodal Virtual Medical Environments for Long-Horizon Diagnosis
Fan Zhiting, Ren …
Completed
1
MedExpMem: Adapting Experience Memory for Differential Diagnosis
Feng Qianhan, Huang …
Completed
1
MedFM-Robust: Benchmarking Robustness of Medical Foundation Models
Cui Xiangxiang, Huang …
Completed
1
MedFuse-Seg: Multi-level Visual and Semantic Context Fusion for Segmentation-Based Medical Reasoning
Limaroon Keetawan, Chiewhawan …
Completed
1
Medical Image Spatial Grounding with Semantic Sampling
Yu Andrew Seohwan, …
Completed
1
Medical Knowledge-Guided Fusion of Holistic Hospital Data for Tumor Survival Analysis
Guan Jinquan, Chen …
Completed
1
MedObvious: Exposing the Medical Moravec’s Paradox in VLMs via Clinical Triage
Khan Ufaq, Nawaz …
Completed
1
MedPro: Dual-View Propagation and Prototypical Assessment for Training-Free Few-Shot Medical Segmentation
Zhang Jingyi, Liu …
Completed
1
MedPruner: Training-Free Hierarchical Token Pruning for Efficient 3D Medical Image Understanding in Vision-Language Models
Liu Shengyuan, Ye …
Completed
1
MedQ-Engine: A Closed-Loop Data Engine for Evolving MLLMs in Medical Image Quality Assessment
Liu Jiyao, Ning …
Completed
1
MedRAG-SCA: A Retrieval-Augmented Self-correcting Agent for Clinically Compliant Cross-Modality MRI Synthesis
Yuan Feng, Gao …
Completed
1
MedTri: Structured Medical Report Normalization for Enhanced Vision–Language Pretraining
Chu Yuetan, Ma …
Completed
1
MedTriage-LM: Anatomically Grounded Visual Phenotype Synthesis for Interpretable ED Triage
Lu Zhixiang, Liu …
Completed
1
MedTriFlow: Efficient Resolution-Agnostic 3D Medical Image Generation with Implicit Triplane Representation
Xu Chenfan, Dou …
Completed
1
MedTS-TTT: Test-Time Training for Medical Time Series Classification
Chen Mingzhi, Gui …
Completed
1
MedTSC-Net: Bridging Semantic and Scale Gaps in Text-Guided Medical Image Segmentation
Chen Zhaomin, Cheng …
Completed
1
MedVol-R1: Reward-Driven Evidence Grounding for Volumetric Reasoning Segmentation
Wang Zichun, Shi …
Completed
1
MedXEdit-GRPO: Reasoning-Aware Online RL for Counterfactual Medical Image Generation
Pan Yaning, Xiao …
Completed
1
Memory-Guided Random-Direction Feature Disentanglement Model for Multi-phase MRI Translation
Xiao Qianmu, Kui …
Completed
1
MERIT: Multi-scale Mamba with Enhanced Information Retention for Treatment Response Prediction from Whole Slide Images
Hu Taiyuan, Luan …
Completed
1
Merlin Plus: A Large-Scale, Multi-cancer, Image-Mask-Report Dataset
Bassi Pedro R. …
Completed
1