Meta-information-Aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CT
Zhou B, Xia Y, Yao J, Lu L, Zhou J, Liu C, Duncan J, Zhang L. Meta-information-Aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CT. Lecture Notes In Computer Science 2023, 13939: 119-131. DOI: 10.1007/978-3-031-34048-2_10.Peer-Reviewed Original ResearchFull taxonomyInitial feature extractionGlobal contextual informationPatient-level classificationSemantic segmentationFeature extractionClass labelsTransformer blocksManual annotationContextual informationSegmentation pathSegmentationAccurate classificationPrevious baselineFeasibility of classificationCT datasetsMulti-phase CTPatient informationWork focusAccurate detectionClassificationModel performanceDisease diagnosisPrevious workCNN