Semi-Supervised Unpaired Medical Image Segmentation Through Task-Affinity Consistency
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2022.3213372
Abstract: Deep learning-based semi-supervised learning (SSL) algorithms are promising in reducing the cost of manual annotation of clinicians by using unlabelled data, when developing medical image segmentation tools. However, to date, most existing semi-supervised learning (SSL)… read more here.
Keywords: semi supervised; task affinity; image segmentation; medical image ... See more keywords
A Task Affinity Scheduling Framework Based on Multidimensional Resource Fingerprints
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Network and Service Management"
DOI: 10.1109/tnsm.2025.3599113
Abstract: This study presents a task affinity scheduling framework that leverages multidimensional resource fingerprints to optimize resource management in cloud computing. The framework evaluates task affinity through complementarity and competitiveness analyses by constructing dynamic fingerprints from… read more here.
Keywords: task affinity; resource; scheduling framework; affinity scheduling ... See more keywords