Flavia Grignaffini | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
The Use of Artificial Intelligence in the Liver Histopathology Field: A Systematic Review	DIAGNOSTICS	2024
The use of Artificial Intelligence in liver histopathology field: a systematic review	DIAGNOSTICS	2024
A comparative analysis of machine learning algorithms for identifying cultural and technological groups in archaeological datasets through clustering analysis of homogeneous data	ELECTRONICS	2024
Computer-aided diagnosis systems for automatic malaria parasite detection and classification: a systematic review	ELECTRONICS	2024
An XAI Approach to Melanoma Diagnosis: Explaining the Output of Convolutional Neural Networks with Feature Injection	INFORMATION	2024
Comparison Between Two Artificial Intelligence Models to Discriminate Cancerous Cell Nuclei Based on Confocal Fluorescence Imaging in Hepatocellular Carcinoma	DIGESTIVE AND LIVER DISEASE	2024
Anomaly Detection for Skin Lesion Images Using Convolutional Neural Network and Injection of Handcrafted Features: A Method That Bypasses the Preprocessing of Dermoscopic Images	ALGORITHMS	2023
Machine-Learning Assisted Detection of Cancerous Cell Nuclei Based on Confocal Imaging and Fluorescent Probes in Hepatocellular Carcinoma	Proc. Annual Meeting Alleanza Contro il Cancro (ACC)	2023
Accurate classification of liver nuclei based on AI models for diagnostic support of hepatocellular carcinoma	DIGESTIVE AND LIVER DISEASE	2022
Machine Learning Approaches for Skin Cancer Classification from Dermoscopic Images: A Systematic Review	ALGORITHMS	2022
Melanoma detection by non-specialists: an untapped potential for triage?	DIAGNOSTICS	2022

Gruppi di ricerca

Applicazioni dell'intelligenza artificiale alle immagini biomediche e alla diagnostica medica