FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384080205> ?p ?o ?g. }

• W4384080205 endingPage "77044" @default.
• W4384080205 startingPage "77034" @default.
• W4384080205 abstract "Panoramic radiograph is one of the most widely used inspection tools for dentists making caries diagnosis, especially for teeth that are hard to be diagnosed through visual inspection. Recently, several deep learning methods, e.g., based on convolutional neural network (CNN) or transformer network, have been proposed for automatic caries diagnosis on dental panoramic radiographs, and promising results have been achieved. However, current approaches use all the teeth equally when training their models, which results in performance degeneration because of unbalanced classification difficulties for different tooth positions. The objective of this study is to introduce a position weighted CNN to alleviate the above problem for more accurate caries diagnosis. The position weighted module evaluates and revises the output of a specially designed CNN to incorporate position information. In addition, a novel data augmentation method is used to balance data with uneven decayed and normal teeth, which is one of the reasons leading to unbalanced classification difficulty. To verify the proposed method, a children panoramic radiograph database is collected and labeled with more than 6,000 teeth. The proposed approach outperforms the state-of-the-art caries diagnosis methods with the accuracy, precision, recall, F1 and area-under-the-curve being 0.8859, 0.8875, 0.8932, 0.8903 and 0.9315, respectively. Specially, the proposed model displays higher diagnosis performance compared with two attending doctors with more than five-year clinical experience but with different diagnosis patterns, showing a potential tool for assisting dentists." @default.
• W4384080205 created "2023-07-13" @default.
• W4384080205 creator A5009441351 @default.
• W4384080205 creator A5010906190 @default.
• W4384080205 creator A5014223924 @default.
• W4384080205 creator A5025396939 @default.
• W4384080205 creator A5030643988 @default.
• W4384080205 creator A5075097801 @default.
• W4384080205 creator A5083652259 @default.
• W4384080205 date "2023-01-01" @default.
• W4384080205 modified "2023-10-18" @default.
• W4384080205 title "Position Weighted Convolutional Neural Network for Unbalanced Children Caries Diagnosis" @default.
• W4384080205 cites W2027164774 @default.
• W4384080205 cites W2038839489 @default.
• W4384080205 cites W2057616764 @default.
• W4384080205 cites W2194775991 @default.
• W4384080205 cites W2294084971 @default.
• W4384080205 cites W2618530766 @default.
• W4384080205 cites W2622826443 @default.
• W4384080205 cites W2802577731 @default.
• W4384080205 cites W2963420686 @default.
• W4384080205 cites W2981630388 @default.
• W4384080205 cites W2986413572 @default.
• W4384080205 cites W3037793130 @default.
• W4384080205 cites W3090677822 @default.
• W4384080205 cites W3108776516 @default.
• W4384080205 cites W3109897332 @default.
• W4384080205 cites W3120795911 @default.
• W4384080205 cites W3135171869 @default.
• W4384080205 cites W3138516171 @default.
• W4384080205 cites W3168997536 @default.
• W4384080205 cites W3172244198 @default.
• W4384080205 cites W3199647575 @default.
• W4384080205 cites W3211715778 @default.
• W4384080205 cites W4205340815 @default.
• W4384080205 cites W4211151638 @default.
• W4384080205 cites W4293163051 @default.
• W4384080205 cites W4296713073 @default.
• W4384080205 cites W4313825652 @default.
• W4384080205 cites W4320491571 @default.
• W4384080205 doi "https://doi.org/10.1109/access.2023.3294617" @default.
• W4384080205 hasPublicationYear "2023" @default.
• W4384080205 type Work @default.
• W4384080205 citedByCount "0" @default.
• W4384080205 crossrefType "journal-article" @default.
• W4384080205 hasAuthorship W4384080205A5009441351 @default.
• W4384080205 hasAuthorship W4384080205A5010906190 @default.
• W4384080205 hasAuthorship W4384080205A5014223924 @default.
• W4384080205 hasAuthorship W4384080205A5025396939 @default.
• W4384080205 hasAuthorship W4384080205A5030643988 @default.
• W4384080205 hasAuthorship W4384080205A5075097801 @default.
• W4384080205 hasAuthorship W4384080205A5083652259 @default.
• W4384080205 hasBestOaLocation W43840802051 @default.
• W4384080205 hasConcept C100660578 @default.
• W4384080205 hasConcept C10138342 @default.
• W4384080205 hasConcept C108583219 @default.
• W4384080205 hasConcept C126838900 @default.
• W4384080205 hasConcept C138885662 @default.
• W4384080205 hasConcept C153180895 @default.
• W4384080205 hasConcept C154945302 @default.
• W4384080205 hasConcept C162324750 @default.
• W4384080205 hasConcept C198082294 @default.
• W4384080205 hasConcept C199343813 @default.
• W4384080205 hasConcept C29694066 @default.
• W4384080205 hasConcept C31972630 @default.
• W4384080205 hasConcept C36454342 @default.
• W4384080205 hasConcept C41008148 @default.
• W4384080205 hasConcept C41895202 @default.
• W4384080205 hasConcept C50644808 @default.
• W4384080205 hasConcept C71924100 @default.
• W4384080205 hasConcept C81363708 @default.
• W4384080205 hasConcept C81669768 @default.
• W4384080205 hasConceptScore W4384080205C100660578 @default.
• W4384080205 hasConceptScore W4384080205C10138342 @default.
• W4384080205 hasConceptScore W4384080205C108583219 @default.
• W4384080205 hasConceptScore W4384080205C126838900 @default.
• W4384080205 hasConceptScore W4384080205C138885662 @default.
• W4384080205 hasConceptScore W4384080205C153180895 @default.
• W4384080205 hasConceptScore W4384080205C154945302 @default.
• W4384080205 hasConceptScore W4384080205C162324750 @default.
• W4384080205 hasConceptScore W4384080205C198082294 @default.
• W4384080205 hasConceptScore W4384080205C199343813 @default.
• W4384080205 hasConceptScore W4384080205C29694066 @default.
• W4384080205 hasConceptScore W4384080205C31972630 @default.
• W4384080205 hasConceptScore W4384080205C36454342 @default.
• W4384080205 hasConceptScore W4384080205C41008148 @default.
• W4384080205 hasConceptScore W4384080205C41895202 @default.
• W4384080205 hasConceptScore W4384080205C50644808 @default.
• W4384080205 hasConceptScore W4384080205C71924100 @default.
• W4384080205 hasConceptScore W4384080205C81363708 @default.
• W4384080205 hasConceptScore W4384080205C81669768 @default.
• W4384080205 hasFunder F4320321001 @default.
• W4384080205 hasLocation W43840802051 @default.
• W4384080205 hasOpenAccess W4384080205 @default.
• W4384080205 hasPrimaryLocation W43840802051 @default.
• W4384080205 hasRelatedWork W2731899572 @default.
• W4384080205 hasRelatedWork W2999805992 @default.
• W4384080205 hasRelatedWork W3011074480 @default.

• next