MICCAI 2021

2021 531 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 261 987 (±60) 90 (±20) 1,077 (±63)
Standard deviations shown in parentheses (±). Data reflects latest workflow run per paper.
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Title Authors Analysis Status Workflows Tokens Actions
SpineGEM: A Hybrid-Supervised Model Generation Strategy Enabling Accurate Spine Disease Classification with a Small Training Dataset
https://doi.org/10.1007/978-3-030-87196-3_14
Xihe Kuang, Jason …
Completed
1
SSLP: Spatial Guided Self-supervised Learning on Pathological Images
https://doi.org/10.1007/978-3-030-87196-3_1
Jiajun Li, Tiancheng …
Completed
1
Stain Mix-up: Unsupervised Domain Generalization for Histopathology Images
https://doi.org/10.1007/978-3-030-87199-4_11
Jia-Ren Chang, Min-Sheng …
Completed
1
Stochastic 4D Flow Vector-Field Signatures: A new approach for comprehensive 4D Flow MRI quantification
https://doi.org/10.1007/978-3-030-87240-3_21
Mohammed S.M. Elbaz, …
Completed
1
STRESS: Super-Resolution for Dynamic Fetal MRI using Self-Supervised Learning
https://doi.org/10.1007/978-3-030-87234-2_19
Junshen Xu, Esra …
Completed
1
Structure-Preserving Multi-Domain Stain Color Augmentation using Style-Transfer with Disentangled Representations
https://doi.org/10.1007/978-3-030-87237-3_25
Sophia J. Wagner, …
Completed
1
Study Group Learning: Improving Retinal Vessel Segmentation Trained with Noisy Labels
https://doi.org/10.1007/978-3-030-87193-2_6
Yuqian Zhou, Hanchao …
Completed
1
Style Curriculum Learning for Robust Medical Image Segmentation
https://doi.org/10.1007/978-3-030-87193-2_43
Zhendong Liu, Van …
Completed
1
Style Transfer Using Generative Adversarial Networks for Multi-Site MRI Harmonization
https://doi.org/10.1007/978-3-030-87199-4_30
Mengting Liu, Piyush …
Completed
1
Superpixel-guided Iterative Learning from Noisy Labels for Medical Image Segmentation
https://doi.org/10.1007/978-3-030-87193-2_50
Shuailin Li, Zhitong …
Completed
1
Supervised Contrastive Pre-Training for Mammographic Triage Screening Models
https://doi.org/10.1007/978-3-030-87234-2_13
Zhenjie Cao, Zhicheng …
Completed
1
Surface-Guided Image Fusion for Preserving Cortical Details in Human Brain Templates
https://doi.org/10.1007/978-3-030-87234-2_37
Sahar Ahmad, Ye …
Completed
1
SurgeonAssist-Net: Towards Context-Aware Head-Mounted Display-Based Augmented Reality for Surgical Guidance
https://doi.org/10.1007/978-3-030-87202-1_64
Mitchell Doughty, Karan …
Completed
1
Surgical Instruction Generation with Transformers
https://doi.org/10.1007/978-3-030-87202-1_28
Jinglu Zhang, Yinyu …
Completed
1
Surgical Workflow Anticipation using Instrument Interaction
https://doi.org/10.1007/978-3-030-87202-1_59
Kun Yuan, Matthew …
Completed
1
Survival Prediction Based on Histopathology Imaging and Clinical Data: A Novel, Whole Slide CNN Approach
https://doi.org/10.1007/978-3-030-87240-3_73
Saloni Agarwal, Mohamedelfatih …
Completed
1
Symmetry-Enhanced Attention Network for Acute Ischemic Infarct Segmentation with Non–Contrast CT Images
https://doi.org/10.1007/978-3-030-87234-2_41
Kongming Liang, Kai …
Completed
1
SyNCCT: Synthetic Non-Contrast Images of the Brain from Single-Energy Computed Tomography Angiography
https://doi.org/10.1007/978-3-030-87234-2_64
Florian Thamm, Oliver …
Completed
1
Synthesis of Contrast-enhanced Spectral Mammograms from Low-energy Mammograms Using cGAN-Based Synthesis Network
https://doi.org/10.1007/978-3-030-87234-2_7
Yanyun Jiang, Yuanjie …
Completed
1
Synthesizing Multi-Tracer PET Images for Alzheimer's Disease Patients using a 3D Unified Anatomy-aware Cyclic Adversarial Network
https://doi.org/10.1007/978-3-030-87231-1_4
Bo Zhou, Rui …
Completed
1
TarGAN: Target-Aware Generative Adversarial Networks for Multi-modality Medical Image Translation
https://doi.org/10.1007/978-3-030-87231-1_3
Junxiao Chen, Jia …
Completed
1
Targeted Gradient Descent: A Novel Method for Convolutional Neural Networks Fine-tuning and Online-learning
https://doi.org/10.1007/978-3-030-87199-4_3
Junyu Chen, Evren …
Completed
1
Task Fingerprinting for Meta Learning in Biomedical Image Analysis
https://doi.org/10.1007/978-3-030-87202-1_42
Patrick Godau, Lena …
Completed
1
Task Transformer Network for Joint MRI Reconstruction and Super-Resolution
https://doi.org/10.1007/978-3-030-87231-1_30
Chun-Mei Feng, Yunlu …
Completed
1
Task-Oriented Low-Dose CT Image Denoising
https://doi.org/10.1007/978-3-030-87231-1_43
Jiajin Zhang, Hanqing …
Completed
1