Transformer-based multi-task learning for classification and segmentation of gastrointestinal tract endoscopic images
Suigu Tang, Xiaoyuan Yu, Chak Fong Cheang, Yanyan Liang, Penghui Zhao, Hon Ho Yu, I. Cheong Choi
Topics & Concepts
Artificial intelligenceComputer scienceSegmentationConvolutional neural networkTest setPattern recognition (psychology)Deep learningTask (project management)TransformerSørensen–Dice coefficientMachine learningMulti-task learningDiceSet (abstract data type)Image segmentationVoltagePhysicsEconomicsGeometryQuantum mechanicsMathematicsManagementProgramming languageColorectal Cancer Screening and DetectionGastrointestinal Bleeding Diagnosis and TreatmentRadiomics and Machine Learning in Medical Imaging