FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2798510080> ?p ?o ?g. }

• W2798510080 endingPage "308" @default.
• W2798510080 startingPage "300" @default.
• W2798510080 abstract "Confocal Laser Endomicroscopy (CLE) is novel handheld fluorescence imaging technology that has shown promise for rapid intraoperative diagnosis of brain tumor tissue. Currently CLE is capable of image display only and lacks an automatic system to aid the surgeon in diagnostically analyzing the images. The goal of this project was to develop a computer-aided diagnostic approach for CLE imaging of human glioma with feature localization function. Despite the tremendous progress in object detection and image segmentation methods in recent years, most of such methods require large annotated datasets for training. However, manual annotation of thousands of histopathology images by physicians is costly and time consuming. To overcome this problem, we constructed a Weakly-Supervised Learning (WSL)-based model for feature localization that trains on image-level annotations, and then localizes incidences of a class-of-interest in the test image. We developed a novel convolutional neural network for diagnostic features localization from CLE images by employing a novel multiscale activation map that is laterally inhibited and collaterally integrated. To validate our method, we compared the model output to the manual annotation performed by four neurosurgeons on test images. The model achieved 88% mean accuracy and 86% mean intersection over union on intermediate features and 87% mean accuracy and 88% mean intersection over union on restrictive fine features, while outperforming other state of the art methods tested. This system can improve accuracy and efficiency in characterization of CLE images of glioma tissue during surgery, and may augment intraoperative decision-making regarding the tumor margin and improve brain tumor resection." @default.
• W2798510080 created "2018-05-07" @default.
• W2798510080 creator A5002278578 @default.
• W2798510080 creator A5008718222 @default.
• W2798510080 creator A5038453962 @default.
• W2798510080 creator A5040939351 @default.
• W2798510080 creator A5042163238 @default.
• W2798510080 creator A5057346821 @default.
• W2798510080 creator A5061207091 @default.
• W2798510080 creator A5078234471 @default.
• W2798510080 creator A5080183902 @default.
• W2798510080 creator A5083325281 @default.
• W2798510080 date "2018-01-01" @default.
• W2798510080 modified "2023-10-10" @default.
• W2798510080 title "Weakly-Supervised Learning-Based Feature Localization for Confocal Laser Endomicroscopy Glioma Images" @default.
• W2798510080 cites W1529657071 @default.
• W2798510080 cites W1887747927 @default.
• W2798510080 cites W1973760999 @default.
• W2798510080 cites W1987480442 @default.
• W2798510080 cites W2097117768 @default.
• W2798510080 cites W2155893237 @default.
• W2798510080 cites W2291111440 @default.
• W2798510080 cites W2295107390 @default.
• W2798510080 cites W2532626005 @default.
• W2798510080 cites W2593635672 @default.
• W2798510080 cites W2727753969 @default.
• W2798510080 cites W2737735866 @default.
• W2798510080 cites W2769333580 @default.
• W2798510080 cites W2770044960 @default.
• W2798510080 doi "https://doi.org/10.1007/978-3-030-00934-2_34" @default.
• W2798510080 hasPublicationYear "2018" @default.
• W2798510080 type Work @default.
• W2798510080 sameAs 2798510080 @default.
• W2798510080 citedByCount "21" @default.
• W2798510080 countsByYear W27985100802018 @default.
• W2798510080 countsByYear W27985100802019 @default.
• W2798510080 countsByYear W27985100802020 @default.
• W2798510080 countsByYear W27985100802021 @default.
• W2798510080 countsByYear W27985100802022 @default.
• W2798510080 countsByYear W27985100802023 @default.
• W2798510080 crossrefType "book-chapter" @default.
• W2798510080 hasAuthorship W2798510080A5002278578 @default.
• W2798510080 hasAuthorship W2798510080A5008718222 @default.
• W2798510080 hasAuthorship W2798510080A5038453962 @default.
• W2798510080 hasAuthorship W2798510080A5040939351 @default.
• W2798510080 hasAuthorship W2798510080A5042163238 @default.
• W2798510080 hasAuthorship W2798510080A5057346821 @default.
• W2798510080 hasAuthorship W2798510080A5061207091 @default.
• W2798510080 hasAuthorship W2798510080A5078234471 @default.
• W2798510080 hasAuthorship W2798510080A5080183902 @default.
• W2798510080 hasAuthorship W2798510080A5083325281 @default.
• W2798510080 hasBestOaLocation W27985100802 @default.
• W2798510080 hasConcept C108583219 @default.
• W2798510080 hasConcept C119857082 @default.
• W2798510080 hasConcept C127413603 @default.
• W2798510080 hasConcept C136009344 @default.
• W2798510080 hasConcept C138885662 @default.
• W2798510080 hasConcept C146978453 @default.
• W2798510080 hasConcept C153180895 @default.
• W2798510080 hasConcept C154945302 @default.
• W2798510080 hasConcept C17480853 @default.
• W2798510080 hasConcept C2524010 @default.
• W2798510080 hasConcept C2776401178 @default.
• W2798510080 hasConcept C2778227246 @default.
• W2798510080 hasConcept C31972630 @default.
• W2798510080 hasConcept C33923547 @default.
• W2798510080 hasConcept C41008148 @default.
• W2798510080 hasConcept C41895202 @default.
• W2798510080 hasConcept C502942594 @default.
• W2798510080 hasConcept C64543145 @default.
• W2798510080 hasConcept C71924100 @default.
• W2798510080 hasConcept C774472 @default.
• W2798510080 hasConcept C81363708 @default.
• W2798510080 hasConcept C83665646 @default.
• W2798510080 hasConcept C89600930 @default.
• W2798510080 hasConceptScore W2798510080C108583219 @default.
• W2798510080 hasConceptScore W2798510080C119857082 @default.
• W2798510080 hasConceptScore W2798510080C127413603 @default.
• W2798510080 hasConceptScore W2798510080C136009344 @default.
• W2798510080 hasConceptScore W2798510080C138885662 @default.
• W2798510080 hasConceptScore W2798510080C146978453 @default.
• W2798510080 hasConceptScore W2798510080C153180895 @default.
• W2798510080 hasConceptScore W2798510080C154945302 @default.
• W2798510080 hasConceptScore W2798510080C17480853 @default.
• W2798510080 hasConceptScore W2798510080C2524010 @default.
• W2798510080 hasConceptScore W2798510080C2776401178 @default.
• W2798510080 hasConceptScore W2798510080C2778227246 @default.
• W2798510080 hasConceptScore W2798510080C31972630 @default.
• W2798510080 hasConceptScore W2798510080C33923547 @default.
• W2798510080 hasConceptScore W2798510080C41008148 @default.
• W2798510080 hasConceptScore W2798510080C41895202 @default.
• W2798510080 hasConceptScore W2798510080C502942594 @default.
• W2798510080 hasConceptScore W2798510080C64543145 @default.
• W2798510080 hasConceptScore W2798510080C71924100 @default.
• W2798510080 hasConceptScore W2798510080C774472 @default.
• W2798510080 hasConceptScore W2798510080C81363708 @default.
• W2798510080 hasConceptScore W2798510080C83665646 @default.
• W2798510080 hasConceptScore W2798510080C89600930 @default.

• next