Carlo Sansone

University of Naples Federico II — Italy

Medicine · Health Sciences

43h-index10.0kcitations312works4.62yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(36), AI in cancer detection(31), Biometric Identification and Security(26), Video Analysis and Summarization(26), Digital Media Forensic Detection(26)

Publications312 total

Truth or Lie: An Audio-Visual Approach to Deception Detection
Lecture notes in computer science·2026
Assessing demographic bias in brain age prediction models using multiple deep learning paradigms
Pattern Recognition Letters·2025Open Access
A dedicated deep learning workflow for automatic Fasciola hepatica and Calicophoron daubneyi egg detection using the Kubic FLOTAC microscope
International Journal for Parasitology·2025Open Access
FOCUS: Improving fire detection on videos by scenario adaptation
Image and Vision Computing·2025· 1 citedOpen Access
Critical assessment of machine learning prediction of biomass pyrolysis
Fuel·2025· 7 citedOpen Access
An Experimental Evaluation of Smart Sensors for Pedestrian Attribute Recognition Using Multi-Task Learning and Vision Language Models
Sensors·2025· 6 citedOpen Access
Video Fire Recognition Using Zero-Shot Vision-Language Models Guided by a Task-Aware Object Detector
ACM Transactions on Multimedia Computing Communications and Applications·2025· 3 citedOpen Access
FLAME: fire detection in videos combining a deep neural network with a model-based motion analysis
Neural Computing and Applications·2025· 13 citedOpen Access
Multimodality Calibration in 3D Multi Input-Multi Output Network for Dementia Diagnosis with Incomplete Acquisitions
Lecture notes in computer science·2025
A Federated Learning Universal Calibration for Low-Cost Air Quality Monitoring Networks
Lecture notes in electrical engineering·2025
Trust in NLP Models: Ethical Considerations on the Reckless Use of AI
Smart innovation, systems and technologies·2025
From Knowing to Doing: A Principled Architecture for Procedurally Competent Agents
SSRN Electronic Journal·2025Open Access
Effectiveness of Performance Ratio Measure for Photovoltaic Anomaly Detection
Lecture notes in electrical engineering·2025
Conditional Data Augmentation for Enhanced Forecasting Operation from Sensor Data in Photovoltaic Systems
Lecture notes in electrical engineering·2025
Onfire 2023 Contest: what did we learn about real time fire detection from cameras?
Journal of Ambient Intelligence and Humanized Computing·2024· 4 cited
A Multimodal Machine Learning Model in Pneumonia Patients Hospital Length of Stay Prediction
Big Data and Cognitive Computing·2024· 2 citedOpen Access
Reimagining Student Success Prediction: Applying LLMs in Educational AI with XAI
2024· 3 citedOpen Access
Explainable AI for Bullying and Cyberbullying Detection
2024· 1 cited
Photovoltaic power forecasting: A Transformer based framework
Energy and AI·2024· 35 citedOpen Access
Real-time joint recognition of weather and ground surface conditions by a multi-task deep network
Engineering Applications of Artificial Intelligence·2024· 3 citedOpen Access
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Frequent Co-authors

Luisa Verdoliva(14), Pasquale Foggia(13), Giovanni Poggi(11), M. Vento(8), Diego Gragnaniello(7), L.P. Cordella(6), Mario Vento(6), Stefano Marrone(4), Mario Sansone(4), Francesco Marra(4), Giovanni Chierchia(3), Roberta Fusco(3), Gabriele Piantadosi(3), Vincenzo Moscato(3), Antonio Picariello(3), Donatello Conte(2), Emanuela Marasco(2), Francesco Tortorella(2), Alberto Dainotti(2), Antonio Pescapè(2)