04991nam 2201657z- 450 991074327640332120230911(CKB)5690000000228544(oapen)doab113993(EXLCZ)99569000000022854420230920c2023uuuu -u- -engurmn|---annantxtrdacontentcrdamediacrrdacarrierArtificial Intelligence in Medical Image Processing and SegmentationMDPI - Multidisciplinary Digital Publishing Institute20231 online resource (348 p.)3-0365-8586-9 This reprint showcases a selection of bleeding-edge articles about medical image processing and segmentation workflows based on artificial intelligence algorithms. The proposed papers are applied to multiple and different anatomical districts and clinical scenarios.History of engineering & technologybicsscTechnology: general issuesbicssc2D ultrasound image2D/3D registration3D virtual reconstructionALOartificial hummingbird algorithmartificial intelligenceartificial neural network (ANN)attention mechanismauto-segmentationautomatic volume measurementbreast cancerbreast densityCADcanonical correlation analysis (CCA)carbon ion radiotherapyCBCTcervical cancercervical netchildrenCNNcomparisoncomputer vision applicationsconvolutional neural networkConvolutional Neural NetworksCranio-Maxillofacial surgeryCTDarkNet-19deep learningdeep learning structuresDICOMdirectional total variationdisease discrimination accuracydual-energy CTedge computingensemble learningfeature fusionfeature selectionfundus imageGANGrad-CAMhematoxylin eosinhistopathologicalhistopathologyhistopathology imagesimage enhancementimage inpaintingimage normalizationimage preprocessingimage registrationimage segmentationimage-guided radiotherapyin-houseinstance segmentationk-nearest neighbour (KNN)lesion segmentationlimited-angular rangeloss functionmagnetic resonance imagingmandiblemask-transformer-based networksmedical image analysismedical imagingmitotic nuclei classificationMobileNetmp-MRIMRIMRI guidanceMRI-onlymulti-contrast MRINasNetneuroimagingnuclei detectionnuclei segmentationOCTorthogonal X-rayosteoarthritisovarian tumorPApanoptic segmentationpanoramic radiographspap smearparticle therapypatch sizePCAPCNSLperformance comparisonsprostate cancerprostate segmentationpyramidal networkradiomicsrandom forest (RF)rare neurodevelopmental disorderrare tumorResNet-101safranin O fast greenscale-adaptivesegmentationsemantic segmentationshuffle netShuffleNetsoftwaresupport vector machinesupport vector machine (SVM)synthetic CTteeth segmentationtexturaltooth disease recognitiontuberous sclerosis complextwo-step methodU-Netultrasound bladder scannerurinary diseaseHistory of engineering & technologyTechnology: general issuesBOOK9910743276403321Artificial Intelligence in Medical Image Processing and Segmentation3560560UNINA