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
Shape-Adaptive Guidance Signal for Interactive Cortical Sulcal Labeling	Son Jiwon, Willbrand …	Completed	1
Shape-Aware Registration Without Pretraining: CT-Ultrasound Bone Surface Alignment via Instance-Level Shape Completion	Wu Luohong, Cho …	Completed	1
Shape-Scale Aware Diffusion Models for Weakly Supervised Medical Image Anomaly Detection	Zheng Shenhai, Tan …	Completed	1
ShapeEFM: A Shape-Based Pretrained Foundation Model on ECG Morphology Comprehension	Liu Huan, Fan …	Completed	1
ShapKO: Shapley-Adaptive Modality Knockout for Robust Multimodal Learning	Nizam Nusrat Binta, …	Completed	1
Shared Gaussian Geometry for Brain MRI Spatial Resolution Harmonization Without External Training	Gao Yifan, Xu …	Completed	1
SHINE: An Entropy-Guided Digital Twin Framework for 3D Myocardial Scar Reconstruction from Sparse CMR	Zong Dexiang, Leng …	Completed	1
SHOT-CCR: Biologically Guided Adversarial Training for Test-Time Adaptation in Cellular Morphology	Dee William, Wenteler …	Completed	1
SIGMA-VAE: Sketched Isotropic Gaussian Multi-View Autoencoder for Normative Modeling	Zabihi Mariam, Dai …	Completed	1
Single-Stage Hierarchical Rectification for Weakly Supervised Histopathology Segmentation	Nguyen Trong Duc, …	Completed	1
Single-Subject Multi-view MRI Super-Resolution via Implicit Neural Representations	Kim Heejong, Thanki …	Completed	1
SIRA: Reasoning-Aware Surgical Instrument Segmentation via Query-Anchored Alignment	Zhang Zhibo, Wang …	Completed	1
Situational context embedding and knowledge-based grounding for LLMs in surgical training assistance	Bahari Malayeri Ali, …	Completed	1
SkepticalNet: A Safety-Aware Interactive Segmentation Framework for Neuro-Oncology	Kyriazis Efstathios, Kalliatakis …	Completed	1
Skill-Evolving Grounded Reasoning for Free-Text Promptable 3D Medical Image Segmentation	Zhang Tongrui, Wang …	Completed	1
Skin2Mind: A Multimodal Framework for Mental Health Risk Screening via Facial Images and Structured Skin Reports	Liu Jiahe, Nhu …	Completed	1
SLICE-MIL: Counterfactual Semantic Anchoring of Disentangled Evidence for Child-Pugh Grading	Deng Yihan, Huang …	Completed	1
SlideGuard: WSI Artifact Detection Benchmark	Kaczmarek Gabriela, Krawczyk-Borysiak …	Completed	1
Slim nnU-Net: Revisiting nnU-Net Self Configuration from an Optimization Angle	Zhao Yidong, Zhang …	Completed	1
SMART-KNEE: Sparse-Morphology Based Anatomical Reconstruction Using Topology-Aware Networks for Imageless Total Knee Arthroplasty	Rajasekar Durga, S …	Completed	1
Smartphone-Based ASD Screening via Instance-Adaptive Cross-Modal Fusion and Contrastive Learning	Xu Jie, Guo …	Completed	1
SONIC: Sonographer-Inspired Conceptual Explanation for Neural Networks	Wang Yingni, Sun …	Completed	1
SonoCLIP: Mask-Guided Region-Aware Vision–Language Pretraining for Fetal Ultrasound Analysis	Su Hang, Sun …	Completed	1
Source-Free Domain Adaptation for Medical Image Segmentation via LLM-Agent Collaboration	Zhang Tianyu, Ji …	Completed	1
Sparse Autoencoders for Interpretable Medical Image Representation Learning	Wesp Philipp, Holland …	Completed	1