Deep learning-based body part recognition algorithm for three-dimensional medical images.
Sign Up to like & getrecommendations! Published in 2022 at "Medical physics"
DOI: 10.1002/mp.15536
Abstract: BACKGROUND The automatic recognition of human body parts in three-dimensional (3D) medical images is important in many clinical applications. However, methods presented in prior studies have mainly classified each two-dimensional (2D) slice independently rather than… read more here.
Keywords: body parts; classification; three dimensional; deep learning ... See more keywords
A hybrid approach using rough set theory and hypergraph for feature selection on high-dimensional medical datasets
Sign Up to like & getrecommendations! Published in 2019 at "Soft Computing"
DOI: 10.1007/s00500-019-03818-6
Abstract: Abstract‘Curse of Dimensionality’—massive generation of high-dimensional medical datasets from various biomedical applications hardens the data analytic process for precise medical diagnosis. The design of an efficient feature selection technique for finding the optimal feature subset… read more here.
Keywords: dimensional medical; high dimensional; feature selection; feature ... See more keywords
Attribute encryption access control method of high dimensional medical data based on fuzzy algorithm
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DOI: 10.1371/journal.pone.0317119
Abstract: The current approach to data access control predominantly utilizes blockchain technology. However, when dealing with high-dimensional medical data, the inherent transparency of blockchain conflicts with the necessity of protecting patient privacy. Consequently, this increases the… read more here.
Keywords: medical data; dimensional medical; high dimensional; access ... See more keywords