04316nam 2201081z- 450 991059507360332120231214133444.0(CKB)5680000000080790(oapen)https://directory.doabooks.org/handle/20.500.12854/92116(EXLCZ)99568000000008079020202209d2022 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierImage Processing and Analysis for Preclinical and Clinical ApplicationsBaselMDPI Books20221 electronic resource (228 p.)3-0365-5014-3 3-0365-5013-5 Radiomics is one of the most successful branches of research in the field of image processing and analysis, as it provides valuable quantitative information for the personalized medicine. It has the potential to discover features of the disease that cannot be appreciated with the naked eye in both preclinical and clinical studies. In general, all quantitative approaches based on biomedical images, such as positron emission tomography (PET), computed tomography (CT) and magnetic resonance imaging (MRI), have a positive clinical impact in the detection of biological processes and diseases as well as in predicting response to treatment. This Special Issue, “Image Processing and Analysis for Preclinical and Clinical Applications”, addresses some gaps in this field to improve the quality of research in the clinical and preclinical environment. It consists of fourteen peer-reviewed papers covering a range of topics and applications related to biomedical image processing and analysis.Research & information: generalbicsscChemistrybicsscdeep learningsegmentationprostateMRIENetUNetERFNetradiomicsgamma knifeimaging quantification[11C]-methionine positron emission tomographycanceratrial fibrillation4D-flowstasispulmonary vein ablationconvolutional neural networktransfer learningmaxillofacial fracturescomputed tomography imagesradiographyxenotransplantcancer cellszebrafish image analysisin vivo assayconvolutional neural network (CNN)magnetic resonance imaging (MRI)neoadjuvant chemoradiation therapy (nCRT)pathologic complete response (pCR)rectal cancerradiomics feature robustnessPET/MRI co-registrationimage registrationfundus imagefeature extractionglomerular filtration rateGate's methodrenal depthcomputed tomographycomputer-aided diagnosismedical-image analysisautomated prostate-volume estimationabdominal ultrasound imagesimage-patch votingsoft tissue sarcomavolume estimationartificial intelligenceBasal Cell Carcinomaskin lesionclassificationcolonpositron emission tomography-computed tomographynuclear medicineimage pre-processinghigh-level synthesisX-ray pre-processingpipelined architectureResearch & information: generalChemistryStefano Alessandroedt1322442Comelli AlbertedtVernuccio FedericaedtStefano AlessandroothComelli AlbertothVernuccio FedericaothBOOK9910595073603321Image Processing and Analysis for Preclinical and Clinical Applications3035007UNINA