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
From Geometry to Clinic: A Physics-Aware Evaluation Framework and Benchmark for Automated Dental Crown Design
Wu Jiamin, Huang …
Completed
1
From Patches to Patients: A Study of the Tile-to-Slide Performance Transferability in Digital Pathology
Boutaj Sofiène, Fillioux …
Completed
1
From Perception to Anticipation: Forecasting Vessel–Instrument Interactions in Endoscopic Surgery under Unreliable Observations
Chen Yueyao, Wang …
Completed
1
From Point Estimates to Distributions: GMM Pooling for MIL in Preterm Birth Prediction
Alasmawi Hussain, Saeed …
Completed
1
From Scanning Guidelines to Action: A Robotic Ultrasound Agent with LLM-Based Reasoning
Bi Yuan, Zhou …
Completed
1
From Sparsity to Geometry: Spatial Modeling for 3D Reconstruction from Biplanar Bone X-rays
Long Nuo’er, Liu …
Completed
1
From Trajectories to Phenotypes: Disease Progression as Structural Priors for Multi-organ Imaging Representation Learning
Wang Zian, Lan …
Completed
1
FSE-Reg: Enhancing 3D Deformable Registration with Frozen Large-Scale Pre-trained Segmentation Encoders
Kang Hao, Ma …
Completed
1
FunPiQ: A New Benchmark for Pixel-Level Quality Assessment in Fundus Images
Wang Pengwei, Morano …
Completed
1
Fusion-E2Pulse: A Multimodal Event-RGB Fusion Network for Non-contact Pulse Wave Reconstruction
Feng Qian, Guo …
Completed
1
G3R: Gaussian-Based Geometry-Guided Reconstruction for Fetal Brain MRI
Cai Zhibao, Lv …
Completed
1
Gabor Primitives for Accelerated Cardiac Cine MRI Reconstruction
Huang Wenqi, Spieker …
Completed
1
GCM-Net: Anatomy-Aware Gaussian-Contrastive Multi-layer Fusion Network for Abdominal Ultrasound Standard Plane Classification
Wang Anqi, Li …
Completed
1
Gene-Selective Morphological Conditioning with Heteroscedastic Flow Matching for Spatial Transcriptomics
Namgung Hyun, Kim …
Completed
1
GeneRAG: A Retrieval-Augmented Framework for Spatially Resolved Gene Expression Prediction
Kim Hyeongsub, Kim …
Completed
1
Generative Anchor-Guided Federated Domain Generalization for Heterogeneous Pan Cancer Image Analysis
Jin Qiangguo, Shen …
Completed
1
Genetically Aligned Patient Representations Improve Hematological Diagnosis
Dasdelen Muhammed Furkan, …
Completed
1
GeoCAN: Nonlinear Causal-Geometric Learning for Echocardiography Quality Assessment
Li Yiran, Zheng …
Completed
1
Geometric-to-Semantic Spherical Transfer Learning for Cortical Sulci Labeling
Tounsi Saeb, Chavas …
Completed
1
Geometry-Aware Manifold Trajectory Modeling for Task fMRI Activation Mapping
Li Yueran, Chang …
Completed
1
Geometry-Aware Point-to-Voxel Fusion via Gaussian Splatting for Intracranial Aneurysm Segmentation
Qin Tian, Zhang …
Completed
1
Geometry-Aware Self-supervised Learning for Whole-Heart 3D+t Representation
Hu Liwei, Wang …
Completed
1
Geometry-Aware Superpixel Graph Transformer with Metadata for Skin Lesion Classification
Azeem Muhammad, Hussain …
Completed
1
GES-Net: A Gesture, Error, and Smoothness Aware Network for Surgical Skill Assessment
He Runlong, Anastasiou …
Completed
1
GFR-MIL: Glance–Focus–Reflect Based Multiple Instance Learning for Multi-Scale Whole Slide Image Analysis
Qi Mingxin, Li …
Completed
1