Matches in SemOpenAlex for { <https://semopenalex.org/work/W4288077304> ?p ?o ?g. }
- W4288077304 abstract "Prostate cancer diagnosis is performed under ultrasound-guided puncture for pathological cell extraction. However, determining accurate prostate location remains a challenge from two aspects: (1) prostate boundary in ultrasound images is always ambiguous; (2) the delineation of radiologists always occupies multiple pixels, leading to many disturbing points around the actual contour. We proposed a boundary structure-preserving U-Net (BSP U-Net) in this paper to achieve precise prostate contour. BSP U-Net incorporates prostate shape prior to traditional U-Net. The prior shape is built by the key point selection module, which is an active shape model-based method. Then, the module plugs into the traditional U-Net structure network to achieve prostate segmentation. The experiments were conducted on two datasets: PH2 + ISBI 2016 challenge and our private prostate ultrasound dataset. The results on PH2 + ISBI 2016 challenge achieved a Dice similarity coefficient (DSC) of 95.94% and a Jaccard coefficient (JC) of 88.58%. The results of prostate contour based on our method achieved a higher pixel accuracy of 97.05%, a mean intersection over union of 93.65%, a DSC of 92.54%, and a JC of 93.16%. The experimental results show that the proposed BSP U-Net has good performance on PH2 + ISBI 2016 challenge and prostate ultrasound image segmentation and outperforms other state-of-the-art methods." @default.
- W4288077304 created "2022-07-28" @default.
- W4288077304 creator A5025021254 @default.
- W4288077304 creator A5027855761 @default.
- W4288077304 creator A5042978732 @default.
- W4288077304 creator A5058091913 @default.
- W4288077304 creator A5082076727 @default.
- W4288077304 date "2022-07-28" @default.
- W4288077304 modified "2023-09-30" @default.
- W4288077304 title "Structure boundary-preserving U-Net for prostate ultrasound image segmentation" @default.
- W4288077304 cites W1901129140 @default.
- W4288077304 cites W1903029394 @default.
- W4288077304 cites W1911215475 @default.
- W4288077304 cites W2039147821 @default.
- W4288077304 cites W2061253660 @default.
- W4288077304 cites W2092385497 @default.
- W4288077304 cites W2106453389 @default.
- W4288077304 cites W2109292231 @default.
- W4288077304 cites W2119249988 @default.
- W4288077304 cites W2126763729 @default.
- W4288077304 cites W2138451308 @default.
- W4288077304 cites W2143090675 @default.
- W4288077304 cites W2153810084 @default.
- W4288077304 cites W2295519047 @default.
- W4288077304 cites W2395611524 @default.
- W4288077304 cites W2437694626 @default.
- W4288077304 cites W2464708700 @default.
- W4288077304 cites W2526842628 @default.
- W4288077304 cites W2569558796 @default.
- W4288077304 cites W2623166637 @default.
- W4288077304 cites W2796630897 @default.
- W4288077304 cites W2890761466 @default.
- W4288077304 cites W2890942339 @default.
- W4288077304 cites W2896018630 @default.
- W4288077304 cites W2900913512 @default.
- W4288077304 cites W2922350069 @default.
- W4288077304 cites W2953122916 @default.
- W4288077304 cites W2962914239 @default.
- W4288077304 cites W2963946669 @default.
- W4288077304 cites W2975871739 @default.
- W4288077304 cites W2979600871 @default.
- W4288077304 cites W2996290406 @default.
- W4288077304 cites W3030342144 @default.
- W4288077304 cites W3035485193 @default.
- W4288077304 cites W3041942328 @default.
- W4288077304 cites W4253554325 @default.
- W4288077304 doi "https://doi.org/10.3389/fonc.2022.900340" @default.
- W4288077304 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35965563" @default.
- W4288077304 hasPublicationYear "2022" @default.
- W4288077304 type Work @default.
- W4288077304 citedByCount "0" @default.
- W4288077304 crossrefType "journal-article" @default.
- W4288077304 hasAuthorship W4288077304A5025021254 @default.
- W4288077304 hasAuthorship W4288077304A5027855761 @default.
- W4288077304 hasAuthorship W4288077304A5042978732 @default.
- W4288077304 hasAuthorship W4288077304A5058091913 @default.
- W4288077304 hasAuthorship W4288077304A5082076727 @default.
- W4288077304 hasBestOaLocation W42880773041 @default.
- W4288077304 hasConcept C103278499 @default.
- W4288077304 hasConcept C115961682 @default.
- W4288077304 hasConcept C121608353 @default.
- W4288077304 hasConcept C124504099 @default.
- W4288077304 hasConcept C126322002 @default.
- W4288077304 hasConcept C126838900 @default.
- W4288077304 hasConcept C127413603 @default.
- W4288077304 hasConcept C134306372 @default.
- W4288077304 hasConcept C143753070 @default.
- W4288077304 hasConcept C146978453 @default.
- W4288077304 hasConcept C153180895 @default.
- W4288077304 hasConcept C154945302 @default.
- W4288077304 hasConcept C160633673 @default.
- W4288077304 hasConcept C163892561 @default.
- W4288077304 hasConcept C203519979 @default.
- W4288077304 hasConcept C2776235491 @default.
- W4288077304 hasConcept C2780192828 @default.
- W4288077304 hasConcept C31972630 @default.
- W4288077304 hasConcept C33923547 @default.
- W4288077304 hasConcept C41008148 @default.
- W4288077304 hasConcept C62354387 @default.
- W4288077304 hasConcept C64543145 @default.
- W4288077304 hasConcept C71924100 @default.
- W4288077304 hasConcept C89600930 @default.
- W4288077304 hasConceptScore W4288077304C103278499 @default.
- W4288077304 hasConceptScore W4288077304C115961682 @default.
- W4288077304 hasConceptScore W4288077304C121608353 @default.
- W4288077304 hasConceptScore W4288077304C124504099 @default.
- W4288077304 hasConceptScore W4288077304C126322002 @default.
- W4288077304 hasConceptScore W4288077304C126838900 @default.
- W4288077304 hasConceptScore W4288077304C127413603 @default.
- W4288077304 hasConceptScore W4288077304C134306372 @default.
- W4288077304 hasConceptScore W4288077304C143753070 @default.
- W4288077304 hasConceptScore W4288077304C146978453 @default.
- W4288077304 hasConceptScore W4288077304C153180895 @default.
- W4288077304 hasConceptScore W4288077304C154945302 @default.
- W4288077304 hasConceptScore W4288077304C160633673 @default.
- W4288077304 hasConceptScore W4288077304C163892561 @default.
- W4288077304 hasConceptScore W4288077304C203519979 @default.
- W4288077304 hasConceptScore W4288077304C2776235491 @default.
- W4288077304 hasConceptScore W4288077304C2780192828 @default.
- W4288077304 hasConceptScore W4288077304C31972630 @default.