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
AsynDiff: Asynchronous-Timestep Diffusion with Noise-Aware Attention for Multi-sequence MRI Synthesis
Han Luyi, Min …
Completed
1
AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation
Wang Yuan, Chang …
Completed
1
Attention is Matter for Inclusiveness: Generating Synthetic CT for Patients with Hip Implants
Zala Nico Camillo, …
Completed
1
Attention-Based Prototype Calibration for Multi-Rater Few-Shot Medical Image Segmentation
Vu Truong, Ho …
Completed
1
Attenuation-Resilient Alternating Optimization for Laparoscopic Liver Landmark Detection
Liu Lanqing, Cui …
Completed
1
Attribute-Aware Federated Learning with Pseudo-Bag Augmentation for Multi-Center WSI Classification
Deng Yingjiao, Zhang …
Completed
1
AutoLand: A Data-Efficient Automated Agentic Workflow for Universal Medical Landmark Detection
Li Ziyi, Li …
Completed
1
Automated Disentangling Analysis of Skin Colour for Lesion Images
Yang Wenbo, Rezk …
Completed
1
Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI
Khodakarami Zahra, Emrani …
Completed
1
Automated Scope Pose Estimation in Real-World Robotic-Assisted Bronchoscopy with Integrated C-Arm Imaging
Zhang Dingzhong, Rafii-Tari …
Completed
1
Automatic LV Localization and Short-Axis Plane Estimation from Arbitrary CMR Slice
Yu Yi, Liu …
Completed
1
B-spline Activations as Intrinsic Uncertainty Estimators in Medical Image Segmentation
Du Wenju, Wu …
Completed
1
B² Loss for Evidential Classification of Critical View of Safety in Laparoscopic Cholecystectomy
Nowak Franciszek M., …
Completed
1
Bayesian Temporal Pose Networks for Uncertainty-Calibrated Laparoscopic Tool Pose Tracking
Choudhry Omar, Ali …
Completed
1
Bayesian Topological Analysis of Brain Networks
Zhu Xukun, Lutz …
Completed
1
BC-MultiSet: A Multi-target Dataset and Benchmark for Clinical Tasks in Breast Cancer
Illarionova Svetlana, Studenikina …
Completed
1
BCER Agent: Reliable Long-Horizon MRI Workflow Execution via Compilation, Artifact Binding, and Bounded Local Recovery
Long Ziyang, Li …
Completed
1
BDFR-Net: Boundary-Aware Dual-Domain Feature Reconstruction Network for Fetal Ultrasound Image Segmentation
Zhang Wenfeng, Liu …
Completed
1
Be Indiscrete: The Benefits of Learning Continuous Spine Degeneration Severity Scores
Monzon Maria, Zisserman …
Completed
1
Benchmarking Foundation Models for Early Multi-retinopathy Detection at National Scale: Performance, Generalization, and Bias
Cheng Wenquan, Guo …
Completed
1
Benchmarking Pathology Foundation Models for Spatial Domain Understanding
Zhao Bokai, Zhang …
Completed
1
Benchmarking Video Foundation Models for Remote Parkinson’s Disease Screening
Islam Md Saiful, …
Completed
1
Better Said Than Seen: Exposing and Mitigating Modality Collapse with ICD-11-Grounded Evaluation
Hassan Lara, Mohamed …
Completed
1
Beyond Clean Test Sets: Spurious Correlations in Medical Vision-language Models and the Role of Concept Supervision
Corbetta Valentina, Portaluri …
Completed
1
Beyond Landmarks: Anchor-Guided Orientation Regression for Robust Spinopelvic Measurement
Hwang Yunseob, Lee …
Completed
1