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DONATO CASCIO

Pubblicazioni

Data Titolo Tipologia Scheda
2024 Congenital diaphragmatic hernia: automatic lung and liver MRI segmentation with nnU-Net, reproducibility of pyradiomics features, and a machine learning application for the classification of liver herniation Articolo in rivista Vai
2023 Window-Based Energy Selecting X-ray Imaging and Charge Sharing in Cadmium Zinc Telluride Linear Array Detectors for Contaminant Detection Articolo in rivista Vai
2023 Automated Stabilization, Enhancement and Capillaries Segmentation in Videocapillaroscopy Articolo in rivista Vai
2022 Incomplete Charge Collection at Inter-Pixel Gap in Low-and High-Flux Cadmium Zinc Telluride Pixel Detectors Articolo in rivista Vai
2022 Recognizing the Emergent and Submerged Iceberg of the Celiac Disease: ITAMA Project—Global Strategy Protocol Articolo in rivista Vai
2022 A Fuzzy-based Clinical Decision Support System for coeliac disease Articolo in rivista Vai
2021 Energy recovery of multiple charge sharing events in room temperature semiconductor pixel detectors Articolo in rivista Vai
2021 A maChine and deep Learning Approach to predict pulmoNary hyperteNsIon in newbornS with congenital diaphragmatic Hernia (CLANNISH): Protocol for a retrospective study Articolo in rivista Vai
2021 Special issue on signal processing and machine learning for biomedical data Nota o commento Vai
2020 HEp-2 intensity classification based on deep fine-tuning Contributo in atti di convegno pubblicato in volume Vai
2020 Performance of Fine-Tuning Convolutional Neural Networks for HEp-2 Image Classification Articolo in rivista Vai
2020 Room-Temperature X-ray response of cadmium-zinc-Telluride pixel detectors grown by the vertical Bridgman technique Articolo in rivista Vai
2019 Analisi di test di Immunofluorescenze indiretta per il supporto alla diagnosi di Malattie Autoimmuni basata su Deep Learning. Abstract in atti di convegno pubblicato in volume Vai
2019 A Wavelet approach to extract main features from indirect immunofluorescence images Contributo in atti di convegno pubblicato in volume Vai
2019 Deep Convolutional Neural Network for HEp-2 fluorescence intensity classification Articolo in rivista Vai
2019 Deep CNN for IIF Images Classification in Autoimmune Diagnostics Articolo in rivista Vai
2019 Sedimentation of halloysite nanotubes from different deposits in aqueous media at variable ionic strengths Articolo in rivista Vai
2019 An Automatic HEp-2 Specimen Analysis System Based on an Active Contours Model and an SVM Classification Articolo in rivista Vai
2019 A REST-based framework to support non-invasive and early coeliac disease diagnosis Contributo in atti di convegno pubblicato in volume Vai
2018 Automated approach for indirect immunofluorescence images classification based on unsupervised clustering method Articolo in rivista Vai
2018 Charge loss correction in CZT pixel detectors at low and high fluxes: analysis of positive and negative pulses Abstract in atti di convegno pubblicato in volume Vai
2018 Automatic segmentation of HEp-2 cells based on active contours model Contributo in atti di convegno pubblicato in volume Vai
2018 A Microcalcification Detection System in Mammograms based on ANN Clustering Contributo in atti di convegno pubblicato in volume Vai
2017 Unsupervised clustering method for pattern recognition in IIF images Contributo in atti di convegno pubblicato in volume Vai
2016 A multi-process system for HEp-2 cells classification based on SVM Articolo in rivista Vai
2016 Computer-Assisted Classification Patterns in Autoimmune Diagnostics: The AIDA Project Articolo in rivista Vai
2015 Comparative Study of Human and Automated Screening for Antinuclear Antibodies by Immunofluorescence on HEp-2 Cells Articolo in rivista Vai
2014 Computer-aided diagnosis in digital mammography: comparison of two commercial systems Articolo in rivista Vai
2014 Preliminary results of the project A.I.D.A. (Auto Immunity: Diagnosis Assisted by computer) Contributo in atti di convegno pubblicato in volume Vai
2014 Mammographic images segmentation based on chaotic map clustering algorithm Articolo in rivista Vai
2014 Fuzzy technique for microcalcifications clustering in digital mammograms Articolo in rivista Vai
2014 HEp-2 Cell Classification with heterogeneous classes-processes based on K-Nearest Neighbours eedings Vai
2012 Automatic detection of lung nodules in CT datasets based on stable 3D mass–spring models Articolo in rivista Vai
2012 Metodo di Template Matching per l'Analisi di Immagini Brevetto Vai
2011 A Fuzzy Logic C-Means Clustering Algorithm to Enhance Microcalcifications Clusters in Digital Mammograms eedings Vai
2010 Fast Fourier Transform Filtering for Bilateral Mammography Comparison eedings Vai
2009 Computer assisted diagnosis (CAD) in mammography. Comparison of diagnostic accuracy of a new algorithm (Cyclopus(R), Medicad) with two commercial systems Articolo in rivista Vai
2009 A Fourier-Based Algorithm for Micro-Calcification Enhancement in Mammographic Images eedings Vai
2009 A Method to Reduce the FP/imm Number Through CC and MLO Views Comparison in Mammographic Images eedings Vai
2008 MAGIC-5: an Italian mammographic database of digitised images for research Articolo in rivista Vai
2007 METHOD FOR PROCESSING BIOMEDICAL IMAGES Brevetto Vai
2007 Comparative study of features classification methods for mass lesion recognition in digitized mammograms Articolo in rivista Vai
2007 A CAD system for nodule detection in low-dose lung CTs based on region growing and a new active contour model Articolo in rivista Vai
2007 Automated detection of lung nodules in low-dose computed tomography eedings Vai
2006 Massive Lesions Classification using Features based on Morphological Lesion Differences eedings Vai
2006 TAC applicata allo studio di rocce sedimentarie utilizzate nei Beni Culturali eedings Vai
2006 MAMMOGRAM SEGMENTATION BY CONTOUR SEARCHING AND MASS LESIONS CLASSIFICATION WITH NEURAL NETWORK Articolo in rivista Vai
2006 METODO AUTOMATICO PER LA RIVELAZIONE PRECOCE DI ZONE TUMORALI IN IMMAGINI BIOMEDICHE Brevetto Vai
2006 METODO DI ELABORAZIONE DI IMMAGINI BIOMEDICHE Brevetto Vai
2006 CT imaging applied to capillary water absorption in sicilian sedimentary rocks used in cultural heritages eedings Vai
2006 A COMPLETELY AUTOMATED CAD SYSTEM FOR MASS DETECTION IN A LARGE MAMMOGRAPHIC DATABASE Articolo in rivista Vai
2005 MAMMOGRAM SEGMENTATION BY CONTOUR SEARCHING AND MASSIVE LESIONS CLASSIFICATION WITH NEURAL NETWORK eedings Vai
2005 DISSIMILARITY APPLICATION FOR MEDICAL IMAGING CLASSIFICATION eedings Vai
2005 Classifier trained on dissimilarity representation of medical pattern: A comparative study. Articolo in rivista Vai
2005 Un sistema Automatico per il riconoscimento di lesion i massive in mammografia eedings Vai
2004 Una tecnica di segmentazione per la rivelazione di patologie mammarie eedings Vai