Leonardo Rundo

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Soavtorji

Carmelo MilitelloNational Research Council (CNR)Preverjeni e-poštni naslov na cnr.it
Giancarlo MauriProfessor emeritus of Computer Science - University of Milano-BicoccaPreverjeni e-poštni naslov na unimib.it
Salvatore VitabileUniversity of Palermo, ItalyPreverjeni e-poštni naslov na unipa.it
Andrea TangherloniAssistant Professor, Bocconi UniversityPreverjeni e-poštni naslov na unibocconi.it
Changhee HanCEO, Callisto (カリスト株式会社)Preverjeni e-poštni naslov na callisto-ai.com
Hideki NakayamaThe University of Tokyo, ProfessorPreverjeni e-poštni naslov na g.ecc.u-tokyo.ac.jp
Marco S. NobileAssociate Professor, Ca' Foscari University of VenicePreverjeni e-poštni naslov na unive.it
Paolo CazzanigaAssociate Professor, University of BergamoPreverjeni e-poštni naslov na unibg.it
Daniela BesozziAssociate Professor, University of Milano-BicoccaPreverjeni e-poštni naslov na unimib.it
Vincenzo ContiUniversity of Enna KOREPreverjeni e-poštni naslov na unikore.it
Simone SpolaorPostdoc, Eindhoven University of TechnologyPreverjeni e-poštni naslov na tue.nl
Mauro CastelliFull Professor at NOVA IMS, Universidade Nova de LisboaPreverjeni e-poštni naslov na novaims.unl.pt
Massimo MidiriProfessore di Diagnostica per Immagini, Università degli Studi di PalermoPreverjeni e-poštni naslov na community.unipa.it
HAYASHI, HideakiOsaka UniversityPreverjeni e-poštni naslov na ids.osaka-u.ac.jp
Shin'ichi SatohNational Institute of InformaticsPreverjeni e-poštni naslov na nii.ac.jp
Claudio FerrettiAssociate Professor of Computer Science, Milano-Bicocca UniversityPreverjeni e-poštni naslov na disco.unimib.it
Roberto PirroneFull Professor of Computer Engineering, Dept. Engineering, Univ. PalermoPreverjeni e-poštni naslov na unipa.it
Ivo GonçalvesUniversity of CoimbraPreverjeni e-poštni naslov na dei.uc.pt
Ivan MerelliResearcher in Bioinformatics, Institute for Biomedical TechnologiesPreverjeni e-poštni naslov na itb.cnr.it
Alessandro StefanoResearch Scientist at the National Research Council (CNR) of ItalyPreverjeni e-poštni naslov na ibfm.cnr.it

Spremljaj

Leonardo Rundo

Associate Professor, University of Salerno

Preverjeni e-poštni naslov na unisa.it

Medical Image Analysis Machine Learning Computational Intelligence Soft Computing Radiomics


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
AI applications to medical images: From machine learning to deep learning I Castiglioni, L Rundo, M Codari, G Di Leo, C Salvatore, M Interlenghi, ... Physica Medica 83, 9-24, 2021	587	2021
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation M Yeung, E Sala, CB Schönlieb, L Rundo Computerized Medical Imaging and Graphics, 102026, 2021	478	2021
GAN-based synthetic brain MR image generation C Han, H Hayashi, L Rundo, R Araki, W Shimoda, S Muramatsu, ... 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018	473	2018
USE-Net: incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets L Rundo, C Han, Y Nagano, J Zhang, R Hataya, C Militello, A Tangherloni, ... Neurocomputing 365, 31-43, 2019	276	2019
Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection C Han, L Rundo, R Araki, Y Nagano, Y Furukawa, G Mauri, H Nakayama, ... IEEE Access 7, 156966-156977, 2019	250	2019
MADGAN: Unsupervised medical anomaly detection GAN using multiple adjacent brain MRI slice reconstruction C Han, L Rundo, K Murao, T Noguchi, Y Shimahara, ZÁ Milacski, ... BMC bioinformatics 22, 1-20, 2021	216	2021
Synthesizing diverse lung nodules wherever massively: 3D multi-conditional GAN-based CT image augmentation for object detection C Han, Y Kitamura, A Kudo, A Ichinose, L Rundo, Y Furukawa, ... 2019 International Conference on 3D Vision (3DV), 729-737, 2019	152	2019
Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR images C Han, K Murao, T Noguchi, Y Kawata, F Uchiyama, L Rundo, ... Proceedings of the 28th ACM International Conference on Information and …, 2019	150	2019
Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy M Yeung, E Sala, CB Schönlieb, L Rundo arXiv preprint arXiv:2105.07467, 2021	140	2021
MedGA: A novel evolutionary method for image enhancement in medical imaging systems L Rundo, A Tangherloni, MS Nobile, C Militello, D Besozzi, G Mauri, ... Expert Systems with Applications 119, 387-399, 2019	129	2019
Infinite brain MR images: PGGAN-based data augmentation for tumor detection C Han, L Rundo, R Araki, Y Furukawa, G Mauri, H Nakayama, H Hayashi Neural Approaches to Dynamics of Signal Exchanges, 291-303, 2020	124	2020
Recent advances of HCI in decision-making tasks for optimized clinical workflows and precision medicine L Rundo, R Pirrone, S Vitabile, E Sala, O Gambino Journal of Biomedical Informatics, 2020	122	2020
Convolutional Neural Network Techniques for Brain Tumor Classification (from 2015 to 2022): Review, Challenges, and Future Perspectives Y Xie, F Zaccagna, L Rundo, C Testa, R Agati, R Lodi, DN Manners, ... Diagnostics 12 (8), 1850, 2022	96	2022
Brain Tumor Diagnosis Using Machine Learning, Convolutional Neural Networks, Capsule Neural Networks and Vision Transformers, Applied to MRI: A Survey AA Akinyelu, F Zaccagna, JT Grist, M Castelli, L Rundo Journal of Imaging 8 (8), 205, 2022	94	2022
Automated Prostate Gland Segmentation Based on an Unsupervised Fuzzy C-Means Clustering Technique Using Multispectral T1w and T2w MR Imaging L Rundo, C Militello, G Russo, A Garufi, S Vitabile, MC Gilardi, G Mauri Information 8 (2), 49, 2017	67	2017
A semi-automatic approach for epicardial adipose tissue segmentation and quantification on cardiac CT scans C Militello, L Rundo, P Toia, V Conti, G Russo, C Filorizzo, E Maffei, ... Computers in biology and medicine 114, 103424, 2019	66	2019
Proactive particles in swarm optimization: A settings-free algorithm for real-parameter single objective optimization problems A Tangherloni, L Rundo, MS Nobile 2017 IEEE Congress on Evolutionary Computation (CEC), 1940-1947, 2017	62	2017
Semi-automated and interactive segmentation of contrast-enhancing masses on breast DCE-MRI using spatial fuzzy clustering C Militello, L Rundo, M Dimarco, A Orlando, V Conti, R Woitek, I D’Angelo, ... Biomedical Signal Processing and Control 71, 103113, 2022	61	2022
A Survey on Nature-Inspired Medical Image Analysis: A Step Further in Biomedical Data Integration L Rundo, C Militello, S Vitabile, G Russo, E Sala, MC Gilardi Fundamenta Informaticae 171 (1-4), 345-365, 2020	60	2020
3D DCE-MRI radiomic analysis for malignant lesion prediction in breast cancer patients C Militello, L Rundo, M Dimarco, A Orlando, R Woitek, I D'Angelo, ... Academic Radiology 29 (6), 830-840, 2022	58	2022

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