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
Structural-Semantic Aware Information Reduction for Asymmetric EEG-Visual Alignment
Chen Hongan, Kong …
Completed
1
Structure-Adaptive Sparse Diffusion in Voxel Space for 3D Medical Image Enhancement
Jiang Hongxu, Li …
Completed
1
Structure-Aware Sensorless 3D Ultrasound and Photoacoustic Reconstruction
Huang Yi, Gong …
Completed
1
Structure-Contrast Disentangled INRs for Accelerated Multi-contrast MRI Reconstruction
Vavasour Zach, Vavasour …
Completed
1
Sub-Resolution Monocyte Detection in Time-Lapse MRI: A Benchmark
Rexeisen Robin, Havlas …
Completed
1
Subject- and Task-Aware EEG Foundation Model
An Sion, Kim …
Completed
1
Subject-Specific Low-Field MRI Synthesis via a Neural Operator
Gao Ziqi, Dvornek …
Completed
1
Sulcus-Aware Hippocampal Surface Modeling with Training-Time Sulcus-Guided Learning
Kim Yuyeon, Kim …
Completed
1
SuRe-Flow: Surface-to-CT Synthesis via Retrieval-Augmented Rectified Flow for CT-Free Superficial Radiotherapy
Liu Cong, Ni …
Completed
1
SurfMark3D: Surface-Based Graph Convolution Framework for Distal Femoral Landmark Localisation in Total Knee Arthroplasty
B. Dharshan, Hyagreev …
Completed
1
Surgical Anatomy Recognition with Context Learning using Foundation Representations
de Jong Ronald …
Completed
1
Surgical Video Temporal Grounding
Liu Qixuan, Qiu …
Completed
1
SurgLQA: Scalable Long-Horizon Surgical Video Question Answering
Guo Diandian, Yang …
Completed
1
SurgMark: Structure-Aware Watermarking for 4D Gaussian Splatting in Surgical Scenes
Jeong Minjae, Lee …
Completed
1
SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary
He Jingyi, Zhou …
Completed
1
SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays
Hu Yuanyun, Wang …
Completed
1
SurgVLA-Bench: Towards Evaluating Vision-Language-Action Models for Laparoscopic Surgical Robotics
Sun Jiashuo, He …
Completed
1
SurgZSD: Zero-Shot Surgical Action Triplet Detection via Attribute Composition and Clinical Feasibility Inference
Deng Zuxing, Li …
Completed
1
SurvTTA: Order-Aware Test-Time Adaptation for Heterogeneous Domain Shifts in Multi-modal Survival Analysis
Zhao Rongchang, Deng …
Completed
1
SutureFormer: Learning Surgical Trajectories via Goal-Conditioned Offline RL in Pixel Space
Liu Huanrong, Tian …
Completed
1
SwallowReg: SAM-Assisted Deformable Registration with Adaptive Global-Local Features for Cine-MRI Swallowing Function Quantification
Tang Zhiwen, Sun …
Completed
1
SWoMo: Neuro-Symbolic World Model for Cataract Surgery Simulation
Sivakumar Ssharvien Kumar, …
Completed
1
SymmDiff: Symmetry-Guided Diffusion for Fracture Localization in Pelvic Radiographs
Rahman Abdul, Ghafoor …
Completed
1
Synergistic Information Disentanglement for Omni-Modal Slide Representation Learning in Computational Pathology
Liu Mingxin, Cai …
Completed
1
Synergistic Perception-Reasoning Governance: Grounding Medical MLLMs with Verifiable Anatomical Evidence
Hao Rui, Li …
Completed
1