FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4380030812> ?p ?o ?g. }

• W4380030812 abstract "Computed Tomography (CT) images play a crucial role in medical diagnosis and treatment planning. However, acquiring CT images can be difficult in certain scenarios, such as patients inability to undergo radiation exposure or unavailability of CT scanner. An alternative solution can be generating CT images from other imaging modalities. In this work, we propose a medical image translation pipeline for generating high-quality CT images from Positron Emission Tomography (PET) images using a Pix2Pix Generative Adversarial Network (GAN), which are effective in image translation tasks. However, traditional GAN loss functions often fail to capture the structural similarity between generated and target image. To alleviate this issue, we introduce a Multi-Scale Structural Similarity Index Measure (MS-SSIM) loss in addition to the GAN loss to ensure that the generated images preserve the anatomical structures and patterns present in the real CT images. Experiments on the ‘QIN-Breast’ dataset demonstrate that our proposed architecture achieves a Peak Signal-to-Noise Ratio (PSNR) of 17.70 dB and a Structural Similarity Index Measure (SSIM) of 42.51% in the region of interest." @default.
• W4380030812 created "2023-06-10" @default.
• W4380030812 creator A5004885715 @default.
• W4380030812 creator A5008130897 @default.
• W4380030812 creator A5041447104 @default.
• W4380030812 creator A5051128221 @default.
• W4380030812 creator A5071274329 @default.
• W4380030812 creator A5083897671 @default.
• W4380030812 date "2023-03-10" @default.
• W4380030812 modified "2023-09-24" @default.
• W4380030812 title "Structure-Enhanced Translation from PET to CT Modality with Paired GANs" @default.
• W4380030812 cites W1965339680 @default.
• W4380030812 cites W2064076387 @default.
• W4380030812 cites W2083264163 @default.
• W4380030812 cites W2133665775 @default.
• W4380030812 cites W2811194967 @default.
• W4380030812 cites W2951787414 @default.
• W4380030812 cites W2963073614 @default.
• W4380030812 cites W2965538618 @default.
• W4380030812 cites W3012078578 @default.
• W4380030812 cites W3047625747 @default.
• W4380030812 cites W3110157010 @default.
• W4380030812 cites W3196935629 @default.
• W4380030812 cites W3198544958 @default.
• W4380030812 cites W3205550529 @default.
• W4380030812 cites W3210092521 @default.
• W4380030812 cites W4291908400 @default.
• W4380030812 cites W4293499209 @default.
• W4380030812 cites W4297499142 @default.
• W4380030812 cites W358594773 @default.
• W4380030812 doi "https://doi.org/10.1145/3589572.3589593" @default.
• W4380030812 hasPublicationYear "2023" @default.
• W4380030812 type Work @default.
• W4380030812 citedByCount "0" @default.
• W4380030812 crossrefType "proceedings-article" @default.
• W4380030812 hasAuthorship W4380030812A5004885715 @default.
• W4380030812 hasAuthorship W4380030812A5008130897 @default.
• W4380030812 hasAuthorship W4380030812A5041447104 @default.
• W4380030812 hasAuthorship W4380030812A5051128221 @default.
• W4380030812 hasAuthorship W4380030812A5071274329 @default.
• W4380030812 hasAuthorship W4380030812A5083897671 @default.
• W4380030812 hasConcept C103278499 @default.
• W4380030812 hasConcept C104317684 @default.
• W4380030812 hasConcept C105580179 @default.
• W4380030812 hasConcept C105795698 @default.
• W4380030812 hasConcept C115961682 @default.
• W4380030812 hasConcept C126838900 @default.
• W4380030812 hasConcept C149364088 @default.
• W4380030812 hasConcept C153180895 @default.
• W4380030812 hasConcept C154945302 @default.
• W4380030812 hasConcept C185592680 @default.
• W4380030812 hasConcept C199360897 @default.
• W4380030812 hasConcept C2775842073 @default.
• W4380030812 hasConcept C2776517306 @default.
• W4380030812 hasConcept C2779751349 @default.
• W4380030812 hasConcept C2780505938 @default.
• W4380030812 hasConcept C2989005 @default.
• W4380030812 hasConcept C31601959 @default.
• W4380030812 hasConcept C31972630 @default.
• W4380030812 hasConcept C33923547 @default.
• W4380030812 hasConcept C41008148 @default.
• W4380030812 hasConcept C43521106 @default.
• W4380030812 hasConcept C544519230 @default.
• W4380030812 hasConcept C55020928 @default.
• W4380030812 hasConcept C55493867 @default.
• W4380030812 hasConcept C71924100 @default.
• W4380030812 hasConcept C99498987 @default.
• W4380030812 hasConceptScore W4380030812C103278499 @default.
• W4380030812 hasConceptScore W4380030812C104317684 @default.
• W4380030812 hasConceptScore W4380030812C105580179 @default.
• W4380030812 hasConceptScore W4380030812C105795698 @default.
• W4380030812 hasConceptScore W4380030812C115961682 @default.
• W4380030812 hasConceptScore W4380030812C126838900 @default.
• W4380030812 hasConceptScore W4380030812C149364088 @default.
• W4380030812 hasConceptScore W4380030812C153180895 @default.
• W4380030812 hasConceptScore W4380030812C154945302 @default.
• W4380030812 hasConceptScore W4380030812C185592680 @default.
• W4380030812 hasConceptScore W4380030812C199360897 @default.
• W4380030812 hasConceptScore W4380030812C2775842073 @default.
• W4380030812 hasConceptScore W4380030812C2776517306 @default.
• W4380030812 hasConceptScore W4380030812C2779751349 @default.
• W4380030812 hasConceptScore W4380030812C2780505938 @default.
• W4380030812 hasConceptScore W4380030812C2989005 @default.
• W4380030812 hasConceptScore W4380030812C31601959 @default.
• W4380030812 hasConceptScore W4380030812C31972630 @default.
• W4380030812 hasConceptScore W4380030812C33923547 @default.
• W4380030812 hasConceptScore W4380030812C41008148 @default.
• W4380030812 hasConceptScore W4380030812C43521106 @default.
• W4380030812 hasConceptScore W4380030812C544519230 @default.
• W4380030812 hasConceptScore W4380030812C55020928 @default.
• W4380030812 hasConceptScore W4380030812C55493867 @default.
• W4380030812 hasConceptScore W4380030812C71924100 @default.
• W4380030812 hasConceptScore W4380030812C99498987 @default.
• W4380030812 hasLocation W43800308121 @default.
• W4380030812 hasOpenAccess W4380030812 @default.
• W4380030812 hasPrimaryLocation W43800308121 @default.
• W4380030812 hasRelatedWork W2032126585 @default.
• W4380030812 hasRelatedWork W2165509409 @default.
• W4380030812 hasRelatedWork W2179301249 @default.
• W4380030812 hasRelatedWork W2401401198 @default.

• next