Fabiola De Marco

32 papers B 2C 1Journal 10Unranked 19
YearRankTypeTitle / 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