Multiscale unsupervised domain adaptation for automatic pancreas segmentation in CT volumes using adversarial learning.
Sign Up to like & getrecommendations! Published in 2022 at "Medical physics"
DOI: 10.1002/mp.15827
Abstract: PURPOSE Computer-aided automatic pancreas segmentation is essential for early diagnosis and treatment of pancreatic diseases. However, the annotation of pancreas images requires professional doctors and considerable expenditure. Due to imaging differences among various institution population,… read more here.
Keywords: domain adaptation; segmentation model; domain; segmentation ... See more keywords
Multistage segmentation model and SVM-ensemble for precise lung nodule detection
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Computer Assisted Radiology and Surgery"
DOI: 10.1007/s11548-018-1715-9
Abstract: PurposeLung cancer detection at its initial stages increases the survival chances of patients. Automatic detection of lung nodules facilitates radiologists during the diagnosis. However, there is a challenge of false positives in automated systems which… read more here.
Keywords: detection; segmentation model; nodule; multistage segmentation ... See more keywords
Modeling and Features Extraction of Blood Vessels based on Soft Regional Segmentation
Sign Up to like & getrecommendations! Published in 2018 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2018.07.181
Abstract: Abstract Analysis and visualization of the blood vessels has a crucial impact for the clinical practice. One of the most important aspects of such analysis is the blood vessels features extraction characterizing their state and… read more here.
Keywords: segmentation model; blood; blood vessels; features extraction ... See more keywords
YOLOF-Snake: An Efficient Segmentation Model for Green Object Fruit
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DOI: 10.3389/fpls.2022.765523
Abstract: Accurate detection and segmentation of the object fruit is the key part of orchard production measurement and automated picking. Affected by light, weather, and operating angle, it brings new challenges to the efficient and accurate… read more here.
Keywords: segmentation model; green object; fruit; segmentation ... See more keywords
Workforce segmentation model: banks' example
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DOI: 10.9770/jesi.2019.6.4(28)
Abstract: This article aims at a presentation of a workforce segmentation model deriving from M.J. Piore and P.B. Doeringer’s concept of the dual labour market, as well as taking account of personnel policy instruments and perception… read more here.
Keywords: segmentation model; employment; workforce segmentation; segmentation ... See more keywords