A Secure OsiriX Plug-In for Detecting Suspicious Lesions in Breast DCE-MRI. - Gabriele Piantadosi; Stefano Marrone 002; Mario Sansone; Carlo Sansone (ICA3PP (2), 2013)

Automatic Lesion Detection in Breast DCE-MRI. - Stefano Marrone 002; Gabriele Piantadosi; Roberta Fusco; Antonella Petrillo; Mario Sansone; Carlo Sansone (ICIAP (2), 2013)

A Novel Model-Based Measure for Quality Evaluation of Image Registration Techniques in DCE-MRI. - Stefano Marrone 002; Gabriele Piantadosi; Roberta Fusco; Antonella Petrillo; Mario Sansone; Carlo Sansone (CBMS, 2014)

Data-driven selection of motion correction techniques in breast DCE-MRI. - Gabriele Piantadosi; Stefano Marrone 002; Roberta Fusco; Antonella Petrillo; Mario Sansone; Carlo Sansone (MeMeA, 2015)

A secure, scalable and versatile multi-layer client-server architecture for remote intelligent data processing. - Gabriele Piantadosi; Stefano Marrone 002; Mario Sansone; Carlo Sansone (J. Reliab. Intell. Environ., 2015)

Breast segmentation using Fuzzy C-Means and anatomical priors in DCE-MRI. - Stefano Marrone 002; Gabriele Piantadosi; Roberta Fusco; Antonella Petrillo; Mario Sansone; Carlo Sansone (ICPR, 2016)

Chatbots Meet eHealth: Automatizing Healthcare. - Flora Amato; Stefano Marrone 002; Vincenzo Moscato; Gabriele Piantadosi; Antonio Picariello; Carlo Sansone (WAIAH@AI*IA, 2017)

An Investigation of Deep Learning for Lesions Malignancy Classification in Breast DCE-MRI. - Stefano Marrone 002; Gabriele Piantadosi; Roberta Fusco; Antonella Petrillo; Mario Sansone; Carlo Sansone (ICIAP (2), 2017)

On Reproducibility of Deep Convolutional Neural Networks Approaches. - Gabriele Piantadosi; Stefano Marrone 002; Carlo Sansone (RRPR, 2018)

Comprehensive computer-aided diagnosis for breast T1-weighted DCE-MRI through quantitative dynamical features and spatio-temporal local binary patterns. - Gabriele Piantadosi; Stefano Marrone 002; Roberta Fusco; Mario Sansone; Carlo Sansone (IET Comput. Vis., 2018)

Evaluating Impacts of Motion Correction on Deep Learning Approaches for Breast DCE-MRI Segmentation and Classification. - Antonio Galli; Michela Gravina; Stefano Marrone 002; Gabriele Piantadosi; Mario Sansone; Carlo Sansone (CAIP (2), 2019)

DCE-MRI Breast Lesions Segmentation with a 3TP U-Net Deep Convolutional Neural Network. - Gabriele Piantadosi; Stefano Marrone 002; Antonio Galli; Mario Sansone; Carlo Sansone (CBMS, 2019)

Reproducibility of Deep CNN for Biomedical Image Processing Across Frameworks and Architectures. - Stefano Marrone 002; Stefano Olivieri; Gabriele Piantadosi; Carlo Sansone (EUSIPCO, 2019)

Adversarial Perturbations Against Fingerprint Based Authentication Systems. - Stefano Marrone 002; Carlo Sansone (ICB, 2019)

3TP-CNN: Radiomics and Deep Learning for Lesions Classification in DCE-MRI. - Michela Gravina; Stefano Marrone 002; Gabriele Piantadosi; Mario Sansone; Carlo Sansone (ICIAP (2), 2019)

An Adversarial Perturbation Approach Against CNN-based Soft Biometrics Detection. - Stefano Marrone 002; Carlo Sansone (IJCNN, 2019)

HOLMeS: eHealth in the Big Data and Deep Learning Era. - Flora Amato; Stefano Marrone 002; Vincenzo Moscato; Gabriele Piantadosi; Antonio Picariello; Carlo Sansone (Inf., 2019)

Fingerprint Adversarial Presentation Attack in the Physical Domain. - Stefano Marrone 002; Roberto Casula; Giulia Orrù; Gian Luca Marcialis; Carlo Sansone (ICPR Workshops (6), 2020)

Neural Machine Registration for Motion Correction in Breast DCE-MRI. - Federica Aprea; Stefano Marrone 002; Carlo Sansone (ICPR, 2020)

Reliability of eXplainable Artificial Intelligence in Adversarial Perturbation Scenarios. - Antonio Galli; Stefano Marrone 002; Vincenzo Moscato; Carlo Sansone (ICPR Workshops (3), 2020)

Developing a Smart PACS: CBIR System Using Deep Learning. - Michela Gravina; Stefano Marrone 002; Gabriele Piantadosi; Vincenzo Moscato; Carlo Sansone (ICPR Workshops (2), 2020)

Low-Power Wide-Area Networks in Intelligent Transportation: Review and Opportunities for Smart-Railways. - Ruth Dirnfeld; Francesco Flammini; Stefano Marrone 002; Roberto Nardone; Valeria Vittorini (ITSC, 2020)

Trustworthy AI: the Deep Learning Perspective. - Stefano Marrone 002 (2020)

Effects of hidden layer sizing on CNN fine-tuning. - Stefano Marrone 002; Cristina Papa; Carlo Sansone (Future Gener. Comput. Syst., 2021)

A Pipelined Tracer-Aware Approach for Lesion Segmentation in Breast DCE-MRI. - Antonio Galli; Stefano Marrone 002; Gabriele Piantadosi; Mario Sansone; Carlo Sansone (J. Imaging, 2021)

DAE-CNN: Exploiting and disentangling contrast agent effects for breast lesions classification in DCE-MRI. - Michela Gravina; Stefano Marrone 002; Mario Sansone; Carlo Sansone (Pattern Recognit. Lett., 2021)

On the transferability of adversarial perturbation attacks against fingerprint based authentication systems. - Stefano Marrone 002; Carlo Sansone (Pattern Recognit. Lett., 2021)

Identifying Users' Emotional States through Keystroke Dynamics. - Stefano Marrone 002; Carlo Sansone (DeLTA, 2022)

Toward a System for Post-Earthquake Safety Evaluation of Masonry Buildings. - Giovanni Luca Giacco; Giulio Mariniello; Stefano Marrone 002; Domenico Asprone; Carlo Sansone (ICIAP (2), 2022)

Leveraging CycleGAN in Lung CT Sinogram-free Kernel Conversion. - Michela Gravina; Stefano Marrone 002; Ludovico Docimo; Mario Santini; Alfonso Fiorelli; Domenico Parmeggiani; Carlo Sansone (ICIAP (1), 2022)

LessonAble: Leveraging Deep Fakes in MOOC Content Creation. - Ciro Sannino; Michela Gravina; Stefano Marrone 002; Giuseppe Fiameni; Carlo Sansone (ICIAP (1), 2022)

Developing a Human Centred AI Masters: the Good, the Bad and the Ugly. - Barry Feeney; Monica Zuccarini; Tarry Singh; Huib Aldewereld; Stefano Marrone 002; Keith Quille (ITiCSE (2), 2022)

A Survey on Audio-Video Based Defect Detection Through Deep Learning in Railway Maintenance. - Lorenzo De Donato; Francesco Flammini; Stefano Marrone 002; Claudio Mazzariello; Roberto Nardone; Carlo Sansone; Valeria Vittorini (IEEE Access, 2022)

ReFuse: Generating Imperviousness Maps from Multi-Spectral Sentinel-2 Satellite Imagery. - Giovanni Luca Giacco; Stefano Marrone 002; Giuliano Langella; Carlo Sansone (Future Internet, 2022)

Data Learning: Integrating Data Assimilation and Machine Learning. - Caterina Buizza; César Quilodrán Casas; Philip Nadler; Julian Mack; Stefano Marrone 002; Zainab Titus; Clémence Le Cornec; Evelyn Heylen; Tolga Hasan Dur; Luis G. Baca Ruíz; Claire E. Heaney; Julio Amador Díaz López; et al. (J. Comput. Sci., 2022)

Artificial Intelligence in Railway Transport: Taxonomy, Regulations, and Applications. - Nikola Besinovic; Lorenzo De Donato; Francesco Flammini; Rob M. P. Goverde; Zhiyuan Lin 002; Ronghui Liu; Stefano Marrone 002; Roberto Nardone; Tianli Tang; Valeria Vittorini (IEEE Trans. Intell. Transp. Syst., 2022)

A Multimodal Knowledge-Based Deep Learning Approach for MGMT Promoter Methylation Identification. - Salvatore Capuozzo; Michela Gravina; Gianluca Gatta; Stefano Marrone 002; Carlo Sansone (J. Imaging, 2022)

First Workshop on User Perspectives in Human-Centred Artificial Intelligence (HCAI4U). - Ernesto William De Luca; Erasmo Purificato; Ludovico Boratto; Stefano Marrone 002; Carlo Sansone (CHItaly, 2023)

Analyzing the Similarity between Artificial and Training Images in Generative Models: The PicusLabMed Contribution. - Michela Gravina; Stefano Marrone 002; Carlo Sansone (CLEF (Working Notes), 2023)

Generative Adversarial Networks for Domain Translation in Unpaired Breast DCE-MRI Datasets. - Antonio Galli; Michela Gravina; Stefano Marrone 002; Carlo Sansone (DeLTA, 2023)

The European AI Tango: Balancing Regulation Innovation and Competitiveness. - Christina Todorova; George Sharkov; Huib Aldewereld; Stefan Leijnen; Alireza Dehghani; Stefano Marrone 002; Carlo Sansone; Maurice Lynch; John Pugh; Tarry Singh; Kitti Mezei; Péter Antal; et al. (HCAIep, 2023)

FEAD-D: Facial Expression Analysis in Deepfake Detection. - Michela Gravina; Antonio Galli; Geremia De Micco; Stefano Marrone 002; Giuseppe Fiameni; Carlo Sansone (ICIAP (2), 2023)

Digitizer: A Synthetic Dataset for Well-Log Analysis. - M. Quamer Nasim; Narendra Patwardhan; Javed Ali; Tannistha Maiti; Stefano Marrone 002; Tarry Singh; Carlo Sansone (ICIAP Workshops (1), 2023)

AI-Powered Learning: Personalizing Education for each Student. - Flora Amato; Antonio Galli; Michela Gravina; Lidia Marassi; Stefano Marrone 002; Carlo Sansone (Ital-IA, 2023)

AI in healthcare: Activities of the University of Naples Federico II node of the CINI-AIIS Lab. - Antonio Bosco; Salvatore Capuozzo; Biase Celano; Michela Gravina; Stefano Marrone 002; Maria Paola Maurelli; Vincenzo Moscato; Giuseppe Pontillo; Marco Postiglione; Antonio Maria Rinaldi; Laura Rinaldi; Cristiano Russo; et al. (Ital-IA, 2023)

Fingerprint Presentation Attacks: Tackling the Ongoing Arms Race in Biometric Authentication. - Roberto Casula; Antonio Galli; Michela Gravina; Stefano Marrone 002; Domenico Mattiello; Marco Micheletto; Giulia Orrù; Gian Luca Marcialis; Carlo Sansone (Ital-IA, 2023)

Advanced AI-based approaches in Industry 4.0 of the University of Naples Federico II node of the CINI-AIIS Lab. - Lorenzo De Donato; Antonino Ferraro; Antonio Galli; Michela Gravina; Stefano Marrone 002; Vincenzo Moscato; Giancarlo Sperlì; Valeria Vittorini; Carlo Sansone (Ital-IA, 2023)

Leveraging Artificial Intelligence to Fight (Cyber)Bullying for Human Well-being: The BullyBuster Project. - Giulia Orrù; Antonio Galli; Vincenzo Gattulli; Michela Gravina; Stefano Marrone 002; Marco Micheletto; Angela Procaccino; Wanda Nocerino; Grazia Terrone; Donatella Curtotti; Donato Impedovo; Gian Luca Marcialis; et al. (Ital-IA, 2023)

AI and Sustainability: Territorial Monitoring and Waste Valorization. - Antonio Elia Pascarella; Giovanni Luca Giacco; Mattia Rigiroli; Bruno Vento; Stefano Marrone 002; Giuliano Langella; Antonio Coppola; Roberto Chirone; Piero Salatino; Carlo Sansone (Ital-IA, 2023)

Responsible and Reliable AI at PICUS Lab. - Narendra Patwardhan; Lidia Marassi; Michela Gravina; Antonio Galli; Monica Zuccarini; Tannistha Maiti; Tarry Singh; Stefano Marrone 002; Carlo Sansone (Ital-IA, 2023)

Trust in NLP Models: Ethical Considerations on the Reckless Use of AI. - Lidia Marassi; Narendra Patwardhan; Stefano Marrone 002; Carlo Sansone (WIRN, 2023)

Intelligent detection of warning bells at level crossings through deep transfer learning for smarter railway maintenance. - Lorenzo De Donato; Stefano Marrone 002; Francesco Flammini; Carlo Sansone; Valeria Vittorini; Roberto Nardone; Claudio Mazzariello; Frédéric Bernaudin (Eng. Appl. Artif. Intell., 2023)

Development of Technologies for the Detection of (Cyber)Bullying Actions: The BullyBuster Project. - Giulia Orrù; Antonio Galli; Vincenzo Gattulli; Michela Gravina; Marco Micheletto; Stefano Marrone 002; Wanda Nocerino; Angela Procaccino; Grazia Terrone; Donatella Curtotti; Donato Impedovo; Gian Luca Marcialis; et al. (Inf., 2023)

VeerNet: Using Deep Neural Networks for Curve Classification and Digitization of Raster Well-Log Images. - M. Quamer Nasim; Narendra Patwardhan; Tannistha Maiti; Stefano Marrone 002; Tarry Singh (J. Imaging, 2023)

ReUse: REgressive Unet for Carbon Storage and Above-Ground Biomass Estimation. - Antonio Elia Pascarella; Giovanni Luca Giacco; Mattia Rigiroli; Stefano Marrone 002; Carlo Sansone (J. Imaging, 2023)

Adversarial liveness detector: Leveraging adversarial perturbations in fingerprint liveness detection. - Antonio Galli; Michela Gravina; Stefano Marrone 002; Domenico Mattiello; Carlo Sansone (IET Biom., 2023)

Transformers in the Real World: A Survey on NLP Applications. - Narendra Patwardhan; Stefano Marrone 002; Carlo Sansone (Inf., 2023)

Towards AI-assisted digital twins for smart railways: preliminary guideline and reference architecture. - Lorenzo De Donato; Ruth Dirnfeld; Alessandra Somma; Alessandra De Benedictis; Francesco Flammini; Stefano Marrone 002; Mehdi Saman Azari; Valeria Vittorini (J. Reliab. Intell. Environ., 2023)

Forest Aboveground Biomass Estimation Using Machine Learning Ensembles: Active Learning Strategies for Model Transfer and Field Sampling Reduction. - Donato Amitrano; Giovanni Luca Giacco; Stefano Marrone 002; Antonio Elia Pascarella; Mattia Rigiroli; Carlo Sansone (Remote. Sens., 2023)

Understanding Gender and Ethnicity Bias in Large Language Models. - Ojasvi Gupta; Rajesh R. Jaiswal; Stefano Marrone 002; Lidia Marassi; Francesco Gargiulo 001 (HCAIep, 2024)

Explainable AI for Bullying and Cyberbullying Detection. - Enrico Santoro; Stefano Marrone 002; Carlo Sansone (HCAIep, 2024)

Advancements and Challenges in Generative AI: Architectures, Applications, and Ethical Implications. - Flora Amato; Egidia Cirillo; Mattia Fonisto; Alberto Moccardi; Vincenzo Moscato; Carlo Sansone; Stefano Marrone 002; Antonio Maria Rinaldi; Antonio Galli; Domenico Benfenati; Giovanni Maria De Filippis; Lidia Marassi; et al. (Ital-IA, 2024)

Responsibile and Reliable AI: Activities of the CINI-AIIS Lab at University of Naples Federico II. - Flora Amato; Giovanni Maria De Filippis; Antonio Galli; Michela Gravina; Lidia Marassi; Stefano Marrone 002; Elio Masciari; Vincenzo Moscato; Antonio Maria Rinaldi; Cristiano Russo; Carlo Sansone; Cristian Tommasino (Ital-IA, 2024)

AI for Sustainability: Activities of the CINI-AIIS Lab at University of Naples Federico II. - Flora Amato; Giovanni Luca Giacco; Lidia Marassi; Stefano Marrone 002; Antonio Elia Pascarella; Carlo Sansone (Ital-IA, 2024)

AI in Medicine: Activities of the CINI-AIIS Lab at University of Naples Federico II. - Domenico Benfenati; Salvatore Capuozzo; Giovanni Maria De Filippis; Adriano De Simone; Michela Gravina; Lidia Marassi; Stefano Marrone 002; Elio Masciari; Enea Vincenzo Napolitano; Giuseppe Pontillo; Marco Postiglione; Cristiano Russo; et al. (Ital-IA, 2024)

AI in Cybersecurity: Activities of the CINI-AIIS Lab at University of Naples Federico II. - Antonino Ferraro; Antonio Galli; Valerio La Gatta; Lidia Marassi; Stefano Marrone 002; Vincenzo Moscato; Marco Postiglione; Carlo Sansone; Giancarlo Sperlì (Ital-IA, 2024)

Artificial intelligence tools in the ongoing fight against bullying and cyberbullying: a multidisciplinary approach. - Giulia Orrù; Vincenzo Gattulli; Guido Colaiacovo; Stefano Marrone 002; Giovanni Puglisi; Lucia Sarcinella; Grazia Terrone; Donatella Curtotti; Donato Impedovo; Gian Luca Marcialis; Carlo Sansone (Ital-IA, 2024)

An Artificial Intelligence Approach for Automated Asset Management of Railway Systems. - Luca Di Costanzo; Angelo Coppola; Stefano Marrone 002 (RTSI, 2024)

A Multimodal Machine Learning Model in Pneumonia Patients Hospital Length of Stay Prediction. - Anna Annunziata; Salvatore Cappabianca; Salvatore Capuozzo; Nicola Coppola; Camilla Di Somma; Ludovico Docimo; Giuseppe Fiorentino; Michela Gravina; Lidia Marassi; Stefano Marrone 002; Domenico Parmeggiani; Giorgio Emanuele Polistina; et al. (Big Data Cogn. Comput., 2024)

Automating parasite egg detection: insights from the first AI-KFM challenge. - Salvatore Capuozzo; Stefano Marrone 002; Michela Gravina; Giuseppe Cringoli; Laura Rinaldi; Maria Paola Maurelli; Antonio Bosco; Giulia Orrù; Gian Luca Marcialis; Luca Ghiani; Stefano Bini; Alessia Saggese; et al. (Frontiers Artif. Intell., 2024)

Integrating AI and DTs: challenges and opportunities in railway maintenance application and beyond. - Ruth Dirnfeld; Lorenzo De Donato; Alessandra Somma; Mehdi Saman Azari; Stefano Marrone 002; Francesco Flammini; Valeria Vittorini (Simul., 2024)

Realistic Fingerprint Presentation Attacks Based on an Adversarial Approach. - Roberto Casula; Giulia Orrù; Stefano Marrone 002; Umberto Gagliardini; Gian Luca Marcialis; Carlo Sansone (IEEE Trans. Inf. Forensics Secur., 2024)

A Physiological-Informed Generative Model for Improving Breast Lesion Classification in Small DCE-MRI Datasets. - Michela Gravina; Massimo Maddaluno; Stefano Marrone 002; Mario Sansone; Roberta Fusco; Vincenza Granata; Antonella Petrillo; Carlo Sansone (IEEE J. Biomed. Health Informatics, 2024)