Fabiola De Marco

32 papers B 2C 1Journal 10Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	D.R.E.A.M: diabetes risk via explainable AI modeling. Multim. Tools Appl. Domenico Rossi, Alessia Auriemma Citarella, Fabiola De Marco, Luigi Di Biasi, Huiru Zheng, Genoveffa Tortora
2026	J	`jnl`	EmbryoVision AI: An explainable deep learning framework for enhanced blastocyst selection in assisted reproductive technologies. Image Vis. Comput. Alessia Auriemma Citarella, Pietro Battistoni, Chiara Coscarelli, Fabiola De Marco, Luigi Di Biasi, Mengyuan Wang
2026	J	`jnl`	From ECG to identity recognition: a scalable, image-based approach to biometric authentication. Multim. Tools Appl. Domenico Rossi, Alessia Auriemma Citarella, Fabiola De Marco, Genoveffa Tortora, Huiru Zheng
2026	J	`jnl`	Towards trustworthy digital health: reliability of uncertainty-aware convolutional neural networks. PeerJ Comput. Sci. Luigi Di Biasi, Fabiola De Marco, Matteo Ruggiero, Alessia Auriemma Citarella, Genoveffa Tortora
2025	J	`jnl`	AI Data-Driven Optimization of Cold Spray Coating Manufacturing. IEEE Trans. Ind. Informatics Alessia Auriemma Citarella, Luigi Carrino, Fabiola De Marco, Luigi Di Biasi, Alessia Serena Perna, Antonio Viscusi, Genoveffa Tortora
2025	J	`jnl`	Analysis of 12-lead ECGs for SARS-CoV-2 detection using deep learning techniques. Multim. Tools Appl. Alessia Auriemma Citarella, Fabiola De Marco, Luigi Di Biasi, Luca Di Chiara, Genoveffa Tortora
2025	J	`jnl`	Assessing the effectiveness of ROUGE as unbiased metric in Extractive vs. Abstractive summarization techniques. J. Comput. Sci. Alessia Auriemma Citarella, Marcello Barbella, Madalina G. Ciobanu, Fabiola De Marco, Luigi Di Biasi, Genoveffa Tortora
2025	—	`conf`	Diabetes Management: Non-Invasive Glucose Monitoring via ECG and Machine Learning. ITADATA Matteo Ruggiero, Luigi Di Biasi, Fabiola De Marco, Alessia Auriemma Citarella, Genoveffa Tortora
2025	B	`conf`	Explainable Multimodal Ai for Oral Cancer: Integrating Image Segmentation and Large Language Models. IEEE Big Data Luigia Rizzo, Domenico Rossi, Fabiola De Marco, Alessia Auriemma Citarella, Monica Maria Lucia Sebillo, Genoveffa Tortora
2025	—	`conf`	From Data to Diagnosis: A Deep Learning Approach for Predicting Periodontal Risk in Lower Incisors. BIBM Luigia Rizzo, Domenico Rossi, Fabiola De Marco, Davide Cannata, Marzio Galdi, Monica Maria Lucia Sebillo, Genoveffa Tortora
2025	B	`conf`	Green AI for Healthcare: Efficient ECG Biometrics Through Model Compression. IEEE Big Data Domenico Rossi, Alessia Auriemma Citarella, Fabiola De Marco, Genoveffa Tortora
2025	—	`conf`	Investigating Human-Computer Interaction in EducationalEdutainment Environments: Preliminary Results. CHItaly Giuseppe Genito, Fabiola De Marco, Alessia Auriemma Citarella, Luigi Di Biasi, Genoveffa Tortora
2025	—	`conf`	Smart-AM 2025: AI-Driven Innovations for Intelligent Additive Manufacturing in Design, Process Optimization and Quality Assurance. CHItaly Fabiola De Marco, Alessia Auriemma Citarella, Alessia Serena Perna
2025	—	`conf`	Toward EEG Based Biometric Authentication in VirtualReality: a Pilot Usability and Performance Study. CHItaly Cesare Tucci, Luigi Di Biasi, Fabiola De Marco, Alessia Auriemma Citarella, Attilio Della Greca, Ilaria Amaro, Genoveffa Tortora
2025	—	`conf`	Visualizing the Past: Emotional and Cognitive Impacts of AI-Generated Images in Human-Robot Interaction. ICSR+AI (2) Ilaria Amaro, Domenico Rossi, Attilio Della Greca, Fabiola De Marco, Alessia Auriemma Citarella, Luigi Di Biasi, Cesare Tucci, Genoveffa Tortora
2024	—	`conf`	AI-driven models for Cold Spray deposition: transforming additive manufacturing for sustainability. Ital-IA Alessia Auriemma Citarella, Luigi Carrino, Fabiola De Marco, Luigi Di Biasi, Alessia Serena Perna, Genoveffa Tortora, Antonio Viscusi
2024	—	`conf`	AI-driven technologies in Digital Health & Well Being: early detection and intervention strategies. Ital-IA Ilaria Amaro, Alessia Auriemma Citarella, Fabiola De Marco, Attilio Della Greca, Luigi Di Biasi, Rita Francese, Domenico Rossi, Genoveffa Tortora, Cesare Tucci
2024	—	`conf`	Can ChatGPT-4o enhance ECG interpretation accuracy compared to cardiologists? BIBM Anna Maria De Roberto, Fabiola De Marco, Luigi Di Biasi, Domenico Rossi, Genoveffa Tortora
2024	—	`conf`	CardioView: a framework for detection Premature Ventricular Contractions with eXplainable Artificial Intelligence. INI-DH@AVI Giuseppe Arienzo, Alessia Auriemma Citarella, Fabiola De Marco, Anna Maria De Roberto, Luigi Di Biasi, Rita Francese, Genoveffa Tortora
2024	—	`conf`	Comparative Analysis of Synthetic and Real Melanoma Images in AI-Driven Diagnosis. ECCV Workshops (20) Alessia Auriemma Citarella, Fabiola De Marco, Luigi Di Biasi, Genoveffa Tortora
2024	—	`conf`	Comparative analysis of diabetes diagnosis: WE-LSTM networks and WizardLM-powered DiabeTalk chatbot. BIBM Domenico Rossi, Alessia Auriemma Citarella, Fabiola De Marco, Luigi Di Biasi, Genoveffa Tortora
2023	—	`conf`	AI-based solutions for the analysis of biomedical images and signals. Ital-IA Fabiola De Marco, Alessia Auriemma Citarella, Luigi Di Biasi, Lorenzo D'Errico, Rita Francese, Giovanni Mettivier, Mariacarla Staffa, Genoveffa Tortora
2023	—	`conf`	Improving PVC Detection in ECG Signals: A Recurrent Neural Network Approach. WIVACE Fabiola De Marco, Luigi Di Biasi, Alessia Auriemma Citarella, Genoveffa Tortora
2023	J	`jnl`	Refactoring and performance analysis of the main CNN architectures: using false negative rate minimization to solve the clinical images melanoma detection problem. BMC Bioinform. Luigi Di Biasi, Fabiola De Marco, Alessia Auriemma Citarella, Modesto Castrillón Santana, Paola Barra, Genoveffa Tortora
2022	J	`jnl`	ENTAIL: yEt aNoTher amyloid fIbrils cLassifier. BMC Bioinform. Alessia Auriemma Citarella, Luigi Di Biasi, Fabiola De Marco, Genoveffa Tortora
2022	—	`conf`	Hybrid Approach for the Design of CNNs Using Genetic Algorithms for Melanoma Classification. ICPR Workshops (1) Luigi Di Biasi, Fabiola De Marco, Alessia Auriemma Citarella, Paola Barra, Stefano Piotto, Genoveffa Tortora
2022	C	`conf`	Identification of Morphological Patterns for the Detection of Premature Ventricular Contractions. IV Fabiola De Marco, Luigi Di Biasi, Alessia Auriemma Citarella, Maurizio Tucci, Genoveffa Tortora
2021	—	`conf`	Exploration of Genetic Algorithms and CNN for Melanoma Classification. WIVACE Luigi Di Biasi, Alessia Auriemma Citarella, Fabiola De Marco, Michele Risi, Genoveffa Tortora, Stefano Piotto
2021	—	`conf`	Gene Ontology Terms Visualization with Dynamic Distance-Graph and Similarity Measures (S). DMSVIVA Alessia Auriemma Citarella, Fabiola De Marco, Luigi Di Biasi, Michele Risi, Genoveffa Tortora
2021	J	`jnl`	PADD: Dynamic Distance-Graph based on Similarity Measures for GO Terms Visualization of Alzheimer and Parkinson diseases. J. Vis. Lang. Comput. Alessia Auriemma Citarella, Fabiola De Marco, Luigi Di Biasi, Michele Risi, Genoveffa Tortora
2020	—	`conf`	Classification of Premature Ventricular Contraction Using Deep Learning. CinC Fabiola De Marco, Dewar D. Finlay, Raymond R. Bond
2019	—	`conf`	Identifying Correlations among Biomedical Data through Information Retrieval Techniques. IV (1) Maria Teresa Pellecchia, Maria Frasca, Alessia Auriemma Citarella, Michele Risi, Rita Francese, Genoveffa Tortora, Fabiola De Marco