Gianni Antonelli

According to our database, Gianni Antonelli authored at least 10 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

VAE-MOTION: A deep generative model for cardiomyocyte contractility analysis for improving drug efficacy evaluation.

Giorgia Curci, Paola Casti, Luca Sala, Marcella Brescia, Pasquale Cascarano, Michele D'Orazio, Joanna Filippi, Gianni Antonelli, Arianna Mencattini, Massimo Mastrangeli, Berend J. van Meer, Eugenio Martinelli

Expert Syst. Appl., 2026

2025

Domain adaptation to enhance (2 + 1)D CNN dynamic analysis of cell collective behavior in time-lapse microscopy videos.

Michele D'Orazio, Donatella Pastore, Arianna Mencattini, Joanna Filippi, Gianni Antonelli, Francesca Corsi, Paola Casti, Giorgia Curci, Marcello Salmeri, Francesca Pacifici, Lina Ghibelli, David Della-Morte, Eugenio Martinelli

Neural Comput. Appl., 2025

2023

S3-VAE: A novel Supervised-Source-Separation Variational AutoEncoder algorithm to discriminate tumor cell lines in time-lapse microscopy images.

Paola Casti, Sara Cardarelli, Maria Colomba Comes, Michele D'Orazio, Joanna Filippi, Gianni Antonelli, Arianna Mencattini, Corrado Di Natale, Eugenio Martinelli

Expert Syst. Appl., December, 2023

Uncertainty-Based Feature Selection for Improved Adequacy of Dermoscopic Image Classification.

Arianna Mencattini, Paola Casti, Michele D'Orazio, Gianni Antonelli, Joanna Filippi, Eugenio Martinelli

IEEE Trans. Instrum. Meas., 2023

Laser-Induced Graphene Fan Antenna for RFID applications.

Alessio Mostaccio, Andrea Salvia, Gianni Antonelli, Eugenio Martinelli, Gaetano Marrocco

Proceedings of the 2023 IEEE 13th International Conference on RFID Technology and Applications (RFID-TA), 2023

2022

Experimental characterization of Laser Induced Graphene (LIG) antennas for S-band wearable applications in 5G.

Alessio Mostaccio, Gianni Antonelli, Cecilia Occhiuzzi, Eugenio Martinelli, Gaetano Marrocco

Proceedings of the 12th IEEE International Conference on RFID Technology and Applications, 2022

Robust examination of cell apoptosis timing in presence of noisy environment.

Arianna Mencattini, Paola Casti, Joanna Filippi, Michele D'Orazio, Sara Cardarelli, Gianni Antonelli, Eugenio Martinelli

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

Sensitivity analysis of latent variables in Variational Autoencoders for Dermoscopic Image Analysis.

Paola Casti, Arianna Mencattini, Sara Cardarelli, Gianni Antonelli, Joanna Filippi, Michele D'Orazio, Eugenio Martinelli

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

2021

NeuriTES. Monitoring neurite changes through transfer entropy and semantic segmentation in bright-field time-lapse microscopy.

Arianna Mencattini, Alida Spalloni, Paola Casti, Maria Colomba Comes, Davide Di Giuseppe, Gianni Antonelli, Michele D'Orazio, Joanna Filippi, Francesca Corsi, Hervé Isambert, Corrado Di Natale, Patrizia Longone, Eugenio Martinelli

Patterns, 2021

Integrating Machine Learning and Sensors for the Development of Organ-on-Chip Platforms for Medical Diagnosis.

Arianna Mencattini, Davide Di Giuseppe, Paola Casti, Michele D'Orazio, Joanna Filippi, Maria Colomba Comes, Gianni Antonelli, Corrado Di Natale, Eugenio Martinelli

Proceedings of the Sensors and Microsystems - Proceedings of AISEM 2021, 2021