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
Sparse Local Latents for Explainable Zero-Shot Reasoning in Medical Vision-Language Models
Goetze Martin, Wienholt …
Completed
1
Sparsely Supervised Surgical Video Segmentation with Reliable Asymmetric Dual Memory
Sapkota Nishchal, Zhang …
Completed
1
Spatially-Aware Graph Geometric Representation for Lung Nodules Detection
Guayacán Luis, Leal …
Completed
1
Spatiotemporal Modeling of Longitudinal MRI with Causal Graph Reasoning for Breast Cancer pCR Prediction
Lin Haiwei, Huang …
Completed
1
Spatiotemporal Modeling of Tumor Dynamics via Optimal Transport for Enhanced Longitudinal Analysis
Yang Jiannan, Jiang …
Completed
1
SPEAR: Error-Guided Sparse Refinement for Scalable Deformable Medical Image Registration
Bai Hao, Hong …
Completed
1
SpecF2M: A Spectral-Aware Multi-task Network Estimating Axial Length and Refractive Error from Pediatric Fundus Photographs
He Mengxian, Liu …
Completed
1
Spectral-Semantic Consensus for Few-Shot Whole Slide Image Classification
Du Hanyu, Zhou …
Completed
1
Spectral-Temporal State Space Modeling on Functional Brain Networks
Sim Jaeyoon, Lee …
Completed
1
Speech-Guided Multimodal Learning for Vocal Tract Segmentation in Real-Time MRI
Liu Daiqi, Mulzer …
Completed
1
SPHARM-Mamba: Rotation-Invariant Multiscale Modeling for Brain Age Prediction
Choi Junho, Joo …
Completed
1
Spherical Clinical Embedding with Adaptive Multi-expert Fusion for AAA Rupture Classification
Roby Merjulah, Sakib …
Completed
1
SpikeEEGformer: A Spike-Driven Transformer for Generalized EEG Recognition
Luo Jiacheng, Sun …
Completed
1
SpikeMamba: Spike-Driven State Space Models for Energy-Efficient Biomedical Sequence Modeling
Lee Si Yong, …
Completed
1
Spinverse: Differentiable Physics for Permeability-Aware Microstructure Reconstruction from Diffusion MRI
Khole Prathamesh Pradeep, …
Completed
1
SRMA-Mamba: Spatial Reverse Mamba Attention Network for Pathological Liver Segmentation in MRI Volumes
Zeng Jun, Trinh …
Completed
1
SRPAN: Implicit Neural Slice-to-Volume Reconstruction for Super-Resolution Pancreatic MRI
Olofsson Fredrik, Wijsman …
Completed
1
SS-IoSR: Self-supervised Intraoral Scans Repair
Farhat Manel, Ben-Hamadou …
Completed
1
SSPT: Spiking Serialized Point Transformer for Couinaud Segmentation in 3D Medical Data
Li Yan, Li …
Completed
1
Stabilizing Temporal Inference Dynamics for Online Surgical Phase Recognition
Liu Yang, Zhu …
Completed
1
Stage-Aware Adaptive Reaction–Diffusion Framework for Modeling Alzheimer’s Disease Progression with Tau and Amyloid-β PET Scans
Qin Hongyi, Fan …
Completed
1
STAMP: Subtype-Aware Spatio-Temporal Atlases for Personalized Prediction of Longitudinal Alzheimer’s Disease Progression
Kalkhof John, Lorenzi …
Completed
1
Steer the Sampling, Not the Kernel Grid: Geometry-Guided Sampling Operator for Volumetric Segmentation
Wang Sizhe, Peiris …
Completed
1
StrokeTimer: Robust Representation Learning for Ischemic Stroke Onset-Time Estimation from Non-Contrast CT
Wang Weiru, Olthuis …
Completed
1
Structural Congruence Matters: Biological Pretraining for Vascular Graph Extraction
Scavone Alessandro, Borrego …
Completed
1