MICCAI 2022

2022 575 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 239 984 (±62) 92 (±28) 1,076 (±70)
Standard deviations shown in parentheses (±). Data reflects latest workflow run per paper.
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Title Authors Analysis Status Workflows Tokens Actions
Transforming the Interactive Segmentation for Medical Imaging
https://link.springer.com/chapter/10.1007/978-3-031-16440-8_67
Wentao Liu, Chaofan …
Completed
2
TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers
https://link.springer.com/chapter/10.1007/978-3-031-16443-9_47
Di Liu, Yunhe …
Completed
2
TranSQ: Transformer-based Semantic Query for Medical Report Generation
https://link.springer.com/chapter/10.1007/978-3-031-16452-1_58
Ming Kong, Zhengxing …
Completed
2
Trichomonas Vaginalis Segmentation in Microscope Images
https://link.springer.com/chapter/10.1007/978-3-031-16440-8_7
Lin Li, Jingyi …
Completed
2
UASSR:Unsupervised Arbitrary Scale Super-resolution Reconstruction of Single Anisotropic 3D images via Disentangled Representation Learning?
https://link.springer.com/chapter/10.1007/978-3-031-16446-0_43
Jiale Wang, Runze …
Completed
2
ULTRA: Uncertainty-aware Label Distribution Learning for Breast Tumor Cellularity Assessment
https://link.springer.com/chapter/10.1007/978-3-031-16437-8_29
Xiangyu Li, Xinjie …
Completed
2
Uncertainty Aware Sampling Framework of Weak-Label Learning for Histology Image Classification
https://link.springer.com/chapter/10.1007/978-3-031-16434-7_36
Asmaa Aljuhani, Ishya …
Completed
2
Uncertainty-aware Cascade Network for Ultrasound Image Segmentation with Ambiguous Boundary
https://link.springer.com/chapter/10.1007/978-3-031-16440-8_26
Yanting Xie, Hongen …
Completed
2
Uncertainty-Guided Lung Nodule Segmentation with Feature-Aware Attention
https://link.springer.com/chapter/10.1007/978-3-031-16443-9_5
Han Yang, Lu …
Completed
2
Undersampled MRI Reconstruction with Side Information-Guided Normalisation
https://link.springer.com/chapter/10.1007/978-3-031-16446-0_31
Xinwen Liu, Jing …
Completed
2
UNeXt: MLP-based Rapid Medical Image Segmentation Network
https://link.springer.com/chapter/10.1007/978-3-031-16443-9_3
Jeya Maria Jose …
Completed
2
Uni4Eye: Unified 2D and 3D Self-supervised Pre-training via Masked Image Modeling Transformer for Ophthalmic Image Classification
https://link.springer.com/chapter/10.1007/978-3-031-16452-1_9
Zhiyuan Cai, Li …
Completed
2
Unified Embeddings of Structural and Functional Connectome via a Function-Constrained Structural Graph Variational Auto-Encoder
https://link.springer.com/chapter/10.1007/978-3-031-16431-6_39
Carlo Amodeo, Igor …
Completed
2
Unsupervised Contrastive Learning of Image Representations from Ultrasound Videos with Hard Negative Mining
https://link.springer.com/chapter/10.1007/978-3-031-16440-8_41
Soumen Basu, Somanshu …
Completed
2
Unsupervised Cross-Disease Domain Adaptation by Lesion Scale Matching
https://link.springer.com/chapter/10.1007/978-3-031-16449-1_63
Jun Gao, Qicheng …
Completed
2
Unsupervised Cross-Domain Feature Extraction for Single Blood Cell Image Classification
https://link.springer.com/chapter/10.1007/978-3-031-16437-8_71
Raheleh Salehi, Ario …
Completed
2
Unsupervised Deep Non-Rigid Alignment by Low-Rank Loss and Multi-Input Attention
https://link.springer.com/chapter/10.1007/978-3-031-16446-0_18
Takanori Asanomi, Kazuya …
Completed
2
Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative and Post-Recurrence Brain Tumor MRI Scans
https://link.springer.com/chapter/10.1007/978-3-031-16446-0_3
Tony C. W. …
Completed
2
Unsupervised Domain Adaptation with Contrastive Learning for OCT Segmentation
https://link.springer.com/chapter/10.1007/978-3-031-16452-1_34
Alvaro Gomariz, Huanxiang …
Completed
2
Unsupervised Domain Adaptive Fundus Image Segmentation with Category-level Regularization
https://link.springer.com/chapter/10.1007/978-3-031-16434-7_48
Wei Feng, Lin …
Completed
2
Unsupervised Lesion-Aware Transfer Learning for Diabetic Retinopathy Grading in Ultra-Wide-Field Fundus Photography
https://link.springer.com/chapter/10.1007/978-3-031-16434-7_54
Yanmiao Bai, Jinkui …
Completed
2
Unsupervised Nuclei Segmentation using Spatial Organization Priors
https://link.springer.com/chapter/10.1007/978-3-031-16434-7_32
Loïc Le Bescond, …
Completed
2
Unsupervised Representation Learning of Cingulate Cortical Folding Patterns
https://link.springer.com/chapter/10.1007/978-3-031-16431-6_8
Joël Chavas, Louise …
Completed
2
Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models
https://link.springer.com/chapter/10.1007/978-3-031-16443-9_17
Yizhe Zhang, Suraj …
Completed
2
USG-Net: Deep Learning-based Ultrasound Scanning-Guide for an Orthopedic Sonographer
https://link.springer.com/chapter/10.1007/978-3-031-16449-1_3
Kyungsu Lee, Jaeseung …
Completed
2