Titlebook: Machine Learning in Clinical Neuroimaging; 6th International Wo Ahmed Abdulkadir,Deepti R. Bathula,Yiming Xiao Conference proceedings 2023

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书目名称Machine Learning in Clinical Neuroimaging影响因子(影响力)




书目名称Machine Learning in Clinical Neuroimaging影响因子(影响力)学科排名




书目名称Machine Learning in Clinical Neuroimaging网络公开度




书目名称Machine Learning in Clinical Neuroimaging网络公开度学科排名




书目名称Machine Learning in Clinical Neuroimaging被引频次




书目名称Machine Learning in Clinical Neuroimaging被引频次学科排名




书目名称Machine Learning in Clinical Neuroimaging年度引用




书目名称Machine Learning in Clinical Neuroimaging年度引用学科排名




书目名称Machine Learning in Clinical Neuroimaging读者反馈




书目名称Machine Learning in Clinical Neuroimaging读者反馈学科排名

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VesselShot: Few-shot Learning for Cerebral Blood Vessel Segmentationerages knowledge from a few annotated support images and mitigates the scarcity of labeled data and the need for extensive annotation in cerebral blood vessel segmentation. We evaluated the performance of VesselShot using the publicly available TubeTK dataset for the segmentation task, achieving a mean Dice coefficient (DC) of ..

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Learning Sequential Information in Task-Based fMRI for Synthetic Data Augmentationl information. The synthetic images are evaluated from multiple perspectives including visualizations and an autism spectrum disorder (ASD) classification task. The results show that the synthetic task-based fMRI can provide effective data augmentation in learning the ASD classification task.

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Stroke Outcome and Evolution Prediction from CT Brain Using a Spatiotemporal Diffusion Autoencodera dataset consisting of 5,824 CT images from 3,573 patients across two medical centers with minimal labels. Comparative experiments show that our method achieves the best performance for predicting next-day severity and functional outcome at discharge.

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Morphological Versus Functional Network Organization: A Comparison Between Structural Covariance Neten morphological and functional networks at the lowest rank (2). Morphology-function network commonality was retained across all ranks in the visual cortex, but broader network organization diverged between morphology and function at higher ranks.

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0302-9743 ld in Conjunction with MICCAI 2023 in Vancouver, Canada, in October 2023. .The book includes 16 papers which were carefully reviewed and selected from 28 full-length submissions..The 6th International Workshop on Machine Learning in Clinical Neuroimaging (MLCN 2023) aims to bring together the top re

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