FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313854900> ?p ?o ?g. }

• W4313854900 endingPage "035010" @default.
• W4313854900 startingPage "035010" @default.
• W4313854900 abstract "Abstract Objective . Computed Tomography (CT) image registration makes fast and accurate imaging-based disease diagnosis possible. We aim to develop a framework which can perform accurate local registration of organs in 3D CT images while preserving the topology of transformation. Approach . In this framework, the Faster R-CNN method is first used to detect local areas containing organs from fixed and moving images whose results are then registered with a weakly supervised deep neural network. In this network, a novel 3D channel coordinate attention (CA) module is introduced to reduce the loss of position information. The image edge loss and the organ labelling loss are used to weakly supervise the training process of our deep network, which enables the network learning to focus on registering organs and image structures. An intuitive inverse module is also used to reduce the folding of deformation field. More specifically, the folding is suppressed directly by simultaneously maximizing forward and backward registration accuracy in the image domain rather than indirectly by measuring the consistency of forward and inverse deformation fields as usual. Main results . Our method achieves an average dice similarity coefficient (DSC) of 0.954 and an average Similarity (Sim) of 0.914 on publicly available liver datasets (LiTS for training and Sliver07 for testing) and achieves an average DSC of 0.914 and an average Sim of 0.947 on our home-built left ventricular myocardium (LVM) dataset. Significance . Experimental results show that our proposed method can significantly improve the registration accuracy of organs such as the liver and LVM. Moreover, our inverse module can intuitively improve the inherent topological preservation of transformations." @default.
• W4313854900 created "2023-01-10" @default.
• W4313854900 creator A5027350897 @default.
• W4313854900 creator A5050830339 @default.
• W4313854900 creator A5059915555 @default.
• W4313854900 creator A5066383976 @default.
• W4313854900 creator A5070206463 @default.
• W4313854900 date "2023-01-23" @default.
• W4313854900 modified "2023-09-30" @default.
• W4313854900 title "Topologically preserved registration of 3D CT images with deep networks" @default.
• W4313854900 cites W1495487529 @default.
• W4313854900 cites W1888801276 @default.
• W4313854900 cites W1970928383 @default.
• W4313854900 cites W2103922497 @default.
• W4313854900 cites W2105955555 @default.
• W4313854900 cites W2115167851 @default.
• W4313854900 cites W2133287637 @default.
• W4313854900 cites W2136145485 @default.
• W4313854900 cites W2146497006 @default.
• W4313854900 cites W2153431772 @default.
• W4313854900 cites W2158167845 @default.
• W4313854900 cites W2194775991 @default.
• W4313854900 cites W2329673985 @default.
• W4313854900 cites W2342104347 @default.
• W4313854900 cites W2520815785 @default.
• W4313854900 cites W2565639579 @default.
• W4313854900 cites W2608822622 @default.
• W4313854900 cites W2783895116 @default.
• W4313854900 cites W2816936748 @default.
• W4313854900 cites W2884585870 @default.
• W4313854900 cites W2891590469 @default.
• W4313854900 cites W2914057844 @default.
• W4313854900 cites W2916794213 @default.
• W4313854900 cites W2936947943 @default.
• W4313854900 cites W2942066802 @default.
• W4313854900 cites W2963420686 @default.
• W4313854900 cites W2966108228 @default.
• W4313854900 cites W2993464084 @default.
• W4313854900 cites W2998946184 @default.
• W4313854900 cites W3003026830 @default.
• W4313854900 cites W3013056581 @default.
• W4313854900 cites W3018159726 @default.
• W4313854900 cites W3047142913 @default.
• W4313854900 cites W3100018800 @default.
• W4313854900 cites W3104164805 @default.
• W4313854900 cites W3136762441 @default.
• W4313854900 cites W3177052299 @default.
• W4313854900 cites W3204825373 @default.
• W4313854900 cites W4200454164 @default.
• W4313854900 cites W4226497331 @default.
• W4313854900 cites W4280579609 @default.
• W4313854900 cites W4283120248 @default.
• W4313854900 cites W4283825372 @default.
• W4313854900 cites W4285227448 @default.
• W4313854900 cites W4306914348 @default.
• W4313854900 cites W639708223 @default.
• W4313854900 doi "https://doi.org/10.1088/1361-6560/acb197" @default.
• W4313854900 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36623316" @default.
• W4313854900 hasPublicationYear "2023" @default.
• W4313854900 type Work @default.
• W4313854900 citedByCount "0" @default.
• W4313854900 crossrefType "journal-article" @default.
• W4313854900 hasAuthorship W4313854900A5027350897 @default.
• W4313854900 hasAuthorship W4313854900A5050830339 @default.
• W4313854900 hasAuthorship W4313854900A5059915555 @default.
• W4313854900 hasAuthorship W4313854900A5066383976 @default.
• W4313854900 hasAuthorship W4313854900A5070206463 @default.
• W4313854900 hasConcept C103278499 @default.
• W4313854900 hasConcept C104317684 @default.
• W4313854900 hasConcept C108583219 @default.
• W4313854900 hasConcept C111919701 @default.
• W4313854900 hasConcept C115961682 @default.
• W4313854900 hasConcept C119599485 @default.
• W4313854900 hasConcept C127413603 @default.
• W4313854900 hasConcept C153180895 @default.
• W4313854900 hasConcept C154945302 @default.
• W4313854900 hasConcept C166704113 @default.
• W4313854900 hasConcept C185592680 @default.
• W4313854900 hasConcept C204241405 @default.
• W4313854900 hasConcept C2776436953 @default.
• W4313854900 hasConcept C2776545253 @default.
• W4313854900 hasConcept C31972630 @default.
• W4313854900 hasConcept C41008148 @default.
• W4313854900 hasConcept C55493867 @default.
• W4313854900 hasConcept C98045186 @default.
• W4313854900 hasConceptScore W4313854900C103278499 @default.
• W4313854900 hasConceptScore W4313854900C104317684 @default.
• W4313854900 hasConceptScore W4313854900C108583219 @default.
• W4313854900 hasConceptScore W4313854900C111919701 @default.
• W4313854900 hasConceptScore W4313854900C115961682 @default.
• W4313854900 hasConceptScore W4313854900C119599485 @default.
• W4313854900 hasConceptScore W4313854900C127413603 @default.
• W4313854900 hasConceptScore W4313854900C153180895 @default.
• W4313854900 hasConceptScore W4313854900C154945302 @default.
• W4313854900 hasConceptScore W4313854900C166704113 @default.
• W4313854900 hasConceptScore W4313854900C185592680 @default.
• W4313854900 hasConceptScore W4313854900C204241405 @default.
• W4313854900 hasConceptScore W4313854900C2776436953 @default.

• next