Papersnitch - MICCAI 2026

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
Robust automatic brain vessel segmentation in 3D CTA scans using dynamic 4D-CTA data	Ceballos Arroyo Alberto …	Completed	1
Robust Colonoscopy Video Polyp Segmentation via Quality-Aware Memory and Prototype Alignment	Xiong Sijing, Yin …	Completed	1
Robust Mitigation of Age-Dependent Confounding Effects via Sample-Difficulty Decorrelation	Kurian Nikhil Cherian, …	Completed	1
Robust Tooth Segmentation Under Orthodontic CBCT: A Metal Artifact-Aware Approach	Jo SeungKwan, Park …	Completed	1
ROTE: Routing–Timescale Framework for Balanced Expert Allocation in MoE-Based Continual Segmentation	Zhu Zhanshi, Qiang …	Completed	1
RPG-SAM: Reliability-Weighted Prototypes and Geometric Adaptive Threshold Selection for Training-Free One-Shot Polyp Segmentation	Lin Weikun, Bai …	Completed	1
RT-Super: Learning Tumor Segmentation from Longitudinal Images and Reports	Bassi Pedro R. …	Completed	1
S-CEReBrO: Breaking the Memory Barrier in Continuous EEG Monitoring	Bucagu Glenn Anta, …	Completed	1
S-GRPO: Structural Group Relative Policy Optimization for Medical Image Segmentation	Duan Yiru, Nie …	Completed	1
S2DLight: Single Step Diffusion Network via Degradation-Aware Adaptation for Surgical Endoscopic Image Low-Light Enhancement	Fei Song, Wang …	Completed	1
S2GAIN: Spatio-Spectral Guided Affinity Imputation Network for Alzheimer’s Disease Diagnosis with Incomplete Modality	Wu Yanan, Dong …	Completed	1
S3H-Net: Injecting Hybrid Semantic-Spatial Guidance via Superpixel Hypergraphs for Medical Image Segmentation	Yang Zongjian, Ma …	Completed	1
SA-CFM: Structure-Aware Continuous Flow Matching for Normative Modeling of EEG Microstate	Hu Shiang, Hu …	Completed	1
SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis	Zhang Tianyu, Liang …	Completed	1
SAFE-Diff: Structurally Anchored Diffusion for Anatomically Faithful CT Image Super-Resolution	Sneha, Gupta Nivedita, …	Completed	1
SAGEAgent: A Self-evolving Agent for Cost-Aware Modality Acquisition in Multimodal Survival Prediction	Qu Chongyu, Cui …	Completed	1
SAM-Cluster and SAM-LP: Structure-Aware Evaluation Metrics for Selecting WSI Feature Extractors Without MIL Training	Kim Juhyeon, Ssemakula …	Completed	1
SAM2 as a Key Bridge Between 2D Slices and 3D Volumes for Sparsely-supervised Medical Image Segmentation	Yu Peng, Chen …	Completed	1
SAMoCo: A Learning-Initialized and Physics-Refined Framework for Sampling-Agnostic Motion Correction in MRI	Liu Weijia, Tang …	Completed	1
SANT-CBM: Structurally-Aware and Noise-Tolerant Semi-supervised Concept Bottleneck Models	Liu Hongwei, Liu …	Completed	1
SAR-Net: Sample-Agnostic Retrieval Network for Robust Brain Tumor Segmentation with Missing Modalities	Zheng Shenhai, Zhou …	Completed	1
SAVer: Structure-Aware Validation of Standard Fetal Head Planes via Clinically Grounded Anatomical Completeness	Amba Prasanna Anusha, …	Completed	1
SAW: Toward a Surgical Action World Model via Controllable and Scalable Video Generation	Rapuri Sampath, Seenivasan …	Completed	1
Scalable Training of Spatially Grounded 2D Vision–Language Models for Radiology	Salcan Yusuf, Ging …	Completed	1
SCISSR: Scribble-Conditioned Interactive Surgical Segmentation and Refinement	Ping Haonan, Jiang …	Completed	1