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
ECG-CoCa: Physiology-Informed Contrastive and Generative Framework for ECG Interpretation
Liu Xinyue, Lei …
Completed
1
Echo-SCAR: Temporal Feature Learning for Myocardial Scar Detection from Routine Echocardiography
Shehzad Mansoor, Yu …
Completed
1
ECHO: Estimated Composite Hybrid Observation for Zero-Shot Self-Supervised MRI Reconstruction
Shang Wenlei, Liu …
Completed
1
Echo2ECG: Enhancing ECG Representations with Cardiac Morphology from Multi-view Echos
Liman Michelle Espranita, …
Completed
1
Echo4DIR: 4D Implicit Heart Reconstruction from 2D Echocardiography Videos
Liu Yanan, Li …
Completed
1
EchoFID: A Multi-teacher Distilled Evaluation Network for Cardiac Ultrasound Image Generation
Wu Junde, Miller …
Completed
1
EchoLVFM: One-Step Video Generation via Latent Flow Matching for Echocardiogram Synthesis
Oladokun Emmanuel, Thomas …
Completed
1
EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory
Xiao Ruiqiang, Xing …
Completed
1
EchoTracker2: Enhancing Myocardial Point Tracking by Modeling Local Motion
Azad Md Abulkalam, …
Completed
1
EchoVQA: Enabling Conversational Assistance for Point-of-Care Cardiac Ultrasound
Bellos Filippos, Li …
Completed
1
ECLIPSE: EHR-Constrained Localized Inference for Pan-Tumor Segmentation
Meng Runqi, Liu …
Completed
1
EdgeCVS: Democratization of surgical AI with a Distilled Edge-Deployable Critical View of Safety (CVS) model
Yamlahi Amine, Hennighausen …
Completed
1
EEGRFusion: Uncertainty-Aware EEG-to-Image Evidence for Adjunct Bedside Assessment of CMD in Disorders of Consciousness
Hong Chenyuan, Diao …
Completed
1
Efficient Conformal Volumetry for Template-Based Segmentation
Cheung Matt Y., …
Completed
1
Efficient Flow Matching for Sparse-View CT Reconstruction
Shi Jiayang, Yang …
Completed
1
Eigen-Directed Random Projection for Medical Image Class Incremental Learning
Wu Yongyi, Wu …
Completed
1
EmERGE: A Multimodal LLM-Based Evidence-Mediated ECG Report Generation and Evaluation Approach
Yao Keyu, Liu …
Completed
1
ENC-ODE: Event-level Neurodegenerative Modeling in Continuous Time with Neural ODEs
Song Yujee, Baek …
Completed
1
End2Reg: Learning Task-Specific Segmentation for Markerless Registration in Spine Surgery
Pettinari Lorenzo, El …
Completed
1
EndoDA3: Unified Depth and Pose Estimation for Endoscopic Video
Tan Jie, Li …
Completed
1
EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting
Liu Changjing, Huang …
Completed
1
EndoVLM: An Endoscopy Vision-Language Pre-training Model via Anatomy-Guided Sparsity and Progressive Alignment
Yi Zhenyu, Xu …
Completed
1
EndoX: A GPU-Accelerated Endoscopic Perception Simulation Framework
Lam Kwan Tung, …
Completed
1
Enhancing Brain MRI Anomaly Detection and Reasoning with ROI Rethink and Synthetic Data
Li Shangkun, Xu …
Completed
1
Enhancing Pathological VLMs with Cross-scale Reasoning
Phan Chi, Zhang …
Completed
1