UniSa - IRIS Institutional Research Information System

RUNDO, Leonardo
 Distribuzione geografica
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Continente #
NA - Nord America 595
EU - Europa 231
AS - Asia 54
Continente sconosciuto - Info sul continente non disponibili 3
OC - Oceania 2
AF - Africa 1
Totale 886
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Nazione #
US - Stati Uniti d'America 593
IE - Irlanda 102
CZ - Repubblica Ceca 51
IN - India 39
DE - Germania 35
IT - Italia 28
CN - Cina 10
GB - Regno Unito 6
FI - Finlandia 5
HK - Hong Kong 5
A1 - Anonimo 3
CA - Canada 2
ES - Italia 2
AU - Australia 1
GR - Grecia 1
MA - Marocco 1
NL - Olanda 1
NZ - Nuova Zelanda 1
Totale 886
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Città #
Princeton 192
Ashburn 136
Dublin 102
Brno 49
Pune 39
Chandler 38
Munich 33
Washington 33
Los Angeles 22
Seattle 15
Boardman 14
New York 12
Menlo Park 7
Beijing 4
Lappeenranta 4
Naples 4
Salerno 4
Council Bluffs 3
Genoa 3
Valle di Maddaloni 3
Atlanta 2
Guangzhou 2
Hanover 2
Hong Kong 2
London 2
Nanjing 2
Southwark 2
Wanchai 2
Altamonte Springs 1
Auckland 1
Casavatore 1
Como 1
Diano d'Alba 1
Glasgow 1
Groningen 1
Guidonia Montecelio 1
Helsinki 1
Marysville 1
Mercato San Severino 1
Piraeus 1
Port Saint Lucie 1
Sydney 1
Toronto 1
Truro 1
Xi'an 1
Yorkton 1
Totale 751
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Nome #
HCI for biomedical decision-making: From diagnosis to therapy 26
GPU-Powered Multi-Swarm Parameter Estimation of Biological Systems: A Master-Slave Approach 23
Reboot strategies in particle swarm optimization and their impact on parameter estimation of biochemical systems 23
A framework for data-driven adaptive GUI generation based on DICOM 22
Comparative performance of MRI-derived PRECISE scores and delta-radiomics models for the prediction of prostate cancer progression in patients on active surveillance 22
Computer-assisted approaches for uterine fibroid segmentation in MRgFUS treatments: Quantitative evaluation and clinical feasibility analysis 21
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation 20
Area-based cell colony surviving fraction evaluation: A novel fully automatic approach using general-purpose acquisition hardware 19
Fingerprint classification based on deep learning approaches: Experimental findings and comparisons 19
Applications of imaging processing to MRgFUS treatment for fibroids: A review 18
Serial changes in tumour measurements and apparent diffusion coefficients in prostate cancer patients on active surveillance with and without histopathological progression 18
SMGen: A Generator of Synthetic Models of Biochemical Reaction Networks 17
Resource-efficient hardware implementation of a neural-based node for automatic fingerprint classification 17
A fully automatic 2D segmentation method for uterine fibroid in MRgFUS treatment evaluation 17
Semi-automated and interactive segmentation of contrast-enhancing masses on breast DCE-MRI using spatial fuzzy clustering 17
Computational Intelligence for Parameter Estimation of Biochemical Systems 17
Proactive Particles in Swarm Optimization: A settings-free algorithm for real-parameter single objective optimization problems 17
CNN-Based Prostate Zonal Segmentation on T2-Weighted MR Images: A Cross-Dataset Study 16
Imitation Learning for Autonomous Vehicle Driving: How Does the Representation Matter? 15
On unsupervised methods for medical image segmentation: Investigating classic approaches in breast cancer dce-mri 15
Multimodal medical image registration using Particle Swarm Optimization: A review 15
GAN-based synthetic brain MR image generation 15
Convolutional Neural Network Techniques for Brain Tumor Classification (from 2015 to 2022): Review, Challenges, and Future Perspectives 14
Automated prostate gland segmentation based on an unsupervised fuzzy C-means clustering technique using multispectral T1w and T2w MR imaging 14
MedGA: A novel evolutionary method for image enhancement in medical imaging systems 14
Hercules: Deep Hierarchical Attentive Multilevel Fusion Model With Uncertainty Quantification for Medical Image Classification 13
Combining split-and-merge and multi-seed region growing algorithms for uterine fibroid segmentation in MRgFUS treatments 13
A fully automatic approach for multimodal PET and MR image segmentation in gamma knife treatment planning 13
Semi-automatic brain lesion segmentation in gamma knife treatments using an unsupervised fuzzy c-means clustering technique 13
A semi-automatic approach for epicardial adipose tissue segmentation and quantification on cardiac CT scans 13
A novel framework for MR image segmentation and quantification by using MedGA 13
Enhancing classification performance of convolutional neural networks for prostate cancer detection on magnetic resonance images: A study with the semantic learning machine 13
Brain Tumor Diagnosis Using Machine Learning, Convolutional Neural Networks, Capsule Neural Networks and Vision Transformers, Applied to MRI: A Survey 12
NeXt for neuro-radiosurgery: A fully automatic approach for necrosis extraction in brain tumor MRI using an unsupervised machine learning technique 12
Fully automatic multispectral MR image segmentation of prostate gland based on the fuzzy C-means clustering algorithm 12
GAN-based multiple adjacent brain MRI slice reconstruction for unsupervised alzheimer’s disease diagnosis 12
Neuro-radiosurgery treatments: MRI brain tumor seeded image segmentation based on a cellular automata model 11
Gamma Knife treatment planning: MR brain tumor segmentation and volume measurement based on unsupervised Fuzzy C-Means clustering 11
Energy efficiency evaluation of dynamic partial reconfiguration in field programmable gate arrays: An experimental case study 11
Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-Based CT Image Augmentation for Object Detection 11
High performance computing for haplotyping: Models and platforms 11
Learning more with less: Conditional PGGAN-based data augmentation for brain metastases detection using highly-rough annotation on MR images 10
3D DCE-MRI Radiomic Analysis for Malignant Lesion Prediction in Breast Cancer Patients 10
A Survey on Nature-Inspired Medical Image Analysis: A Step Further in Biomedical Data Integration 10
GTVcut for neuro-radiosurgery treatment planning: an MRI brain cancer seeded image segmentation method based on a cellular automata model 9
A multimodal retina-iris biometric system using the levenshtein distance for spatial feature comparison 9
Combining noise-to-image and image-to-image GANs: Brain MR image augmentation for tumor detection 9
HaraliCU: GPU-powered Haralick feature extraction on medical images exploiting the full dynamics of gray-scale levels 9
Three-dimensional MRI evaluation of the effect of bladder volume on prostate translocation and distortion 9
Computational Intelligence for Life Sciences 9
Recent advances of HCI in decision-making tasks for optimized clinical workflows and precision medicine 9
GenHap: A novel computational method based on genetic algorithms for haplotype assembly 9
USE-Net: Incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets 9
FiCoS: A fine-grained and coarse-grained GPU-powered deterministic simulator for biochemical networks 9
Biochemical parameter estimation vs. benchmark functions: A comparative study of optimization performance and representation design 9
Tissue-specific and interpretable sub-segmentation of whole tumour burden on CT images by unsupervised fuzzy clustering 8
Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy 8
A Novel Bio-Inspired Approach for High-Performance Management in Service-Oriented Networks 8
Estimation of kinetic reaction constants: exploiting reboot strategies to improve PSO’s performance 8
Semantic learning machine improves the CNN-based detection of prostate cancer in non-contrast-enhanced MRI 8
Bridging the Gap Between AI and Healthcare Sides: Towards Developing Clinically Relevant AI-Powered Diagnosis Systems 7
Clinically Interpretable Radiomics-Based Prediction of Histopathologic Response to Neoadjuvant Chemotherapy in High-Grade Serous Ovarian Carcinoma 6
Robustness Analysis of DCE-MRI-Derived Radiomic Features in Breast Masses: Assessing Quantization Levels and Segmentation Agreement 6
Predicting Survival in Patients with Brain Tumors: Current State-of-the-Art of AI Methods Applied to MRI 6
Calibrating the Dice Loss to Handle Neural Network Overconfidence for Biomedical Image Segmentation 6
Infinite Brain MR Images: PGGAN-Based Data Augmentation for Tumor Detection 6
Impact of GAN-based lesion-focused medical image super-resolution on the robustness of radiomic features 6
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning 6
ACDC: Automated Cell Detection and Counting for time-lapse fluorescence microscopy 6
Advanced computational methods for oncological image analysis 6
MRI-derived radiomics model for baseline prediction of prostate cancer progression on active surveillance 6
A low-dose CT-based radiomic model to improve characterization and screening recall intervals of indeterminate prevalent pulmonary nodules 6
Focal Attention Networks: Optimising Attention for Biomedical Image Segmentation 5
Photoacoustic imaging radiomics in patient-derived xenografts: a study on feature sensitivity and model discrimination 5
A computational study on temperature variations in mrgfus treatments using prf thermometry techniques and optical probes 5
A quantum-inspired classifier for clonogenic assay evaluations 5
Reproducibility of CT-based radiomic features against image resampling and perturbations for tumour and healthy kidney in renal cancer patients 5
Joint Intensity Classification and Specimen Segmentation on HEp-2 Images: a Deep Learning Approach 4
Calibrating ensembles for scalable uncertainty quantification in deep learning-based medical image segmentation 4
Comparative performance of fully-automated and semi-automated artificial intelligence methods for the detection of clinically significant prostate cancer on MRI: a systematic review 4
A CUDA-powered method for the feature extraction and unsupervised analysis of medical images 4
Ultrasound-guided targeted biopsies of CT-based radiomic tumour habitats: technical development and initial experience in metastatic ovarian cancer 4
Integrative radiogenomics for virtual biopsy and treatment monitoring in ovarian cancer 4
MF2C3: Multi-feature fuzzy clustering to enhance cell colony detection in automated clonogenic assay evaluation 4
AI applications to medical images: From machine learning to deep learning 4
Correlating radiomic features of heterogeneity on ct with circulating tumor dna in metastatic melanoma 4
A hybrid end-to-end approach integrating conditional random fields into CNNs for prostate cancer detection on MRI 4
Hyperpolarized Carbon-13 MRI for Early Response Assessment of Neoadjuvant Chemotherapy in Breast Cancer Patients 4
MADGAN: unsupervised medical anomaly detection GAN using multiple adjacent brain MRI slice reconstruction 4
Integrating Artificial Intelligence Tools in the Clinical Research Setting: The Ovarian Cancer Use Case 3
Artificial Intelligence Applied to Medical Imaging and Computational Biology 3
Deep learning-based segmentation of multisite disease in ovarian cancer 3
CT texture-based radiomics analysis of carotid arteries identifies vulnerable patients: a preliminary outcome study 3
Assessing robustness of carotid artery CT angiography radiomics in the identification of culprit lesions in cerebrovascular events 3
Quantifying the effect of biopsy lateral decubitus patient positioning compared to supine prostate MRI scanning on prostate translocation and distortion 3
Robustness of radiomic features in CT images with different slice thickness, comparing liver tumour and muscle 3
Binarized multi-gate mixture of Bayesian experts for cardiac syndrome X diagnosis: A clinician-in-the-loop scenario with a belief-uncertainty fusion paradigm 2
Time series radiomics for the prediction of prostate cancer progression in patients on active surveillance 2
Radiomics and Radiogenomics of Ovarian Cancer: Implications for Treatment Monitoring and Clinical Management 2
Lesion-specific 3D-printed moulds for image-guided tissue multi-sampling of ovarian tumours: A prospective pilot study 2
Totale 989
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Categoria #
all - tutte 8.143
article - articoli 0
book - libri 0
conference - conferenze 0
curatela - curatele 0
other - altro 0
patent - brevetti 0
selected - selezionate 0
volume - volumi 0
Totale 8.143
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Totale Lug Ago Sett Ott Nov Dic Gen Feb Mar Apr Mag Giu
2021/2022215 0 0 0 0 0 0 0 0 75 0 0 140
2022/2023306 52 1 3 8 13 82 44 11 65 2 12 13
2023/2024475 5 30 59 9 41 151 43 39 59 39 0 0
Totale 996