Joanna Filippi

According to our database, Joanna Filippi authored at least 13 papers between 2020 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

2022

A Lab-on-a-Chip Based Automatic Platform for Continuous Nitrites Sensing in Aquaculture.

Alexandro Catini, Rosamaria Capuano, Giuseppe Tancredi, Giulio Dionisi, Davide Di Giuseppe, Joanna Filippi, Eugenio Martinelli, Corrado Di Natale

Sensors, 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

Metrological Characterization of a Pain Detection System Based on Transfer Entropy of Facial Landmarks.

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

IEEE Trans. Instrum. Meas., 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

Multi-scale generative adversarial network for improved evaluation of cell-cell interactions observed in organ-on-chip experiments.

Maria Colomba Comes, Joanna Filippi, Arianna Mencattini, Paola Casti, Giulia Cerrato, Allan Sauvat, Erika Vacchelli, Adele De Ninno, Davide Di Giuseppe, Michele D'Orazio, Fabrizio Mattei, Giovanna Schiavoni, Luca Businaro, Corrado Di Natale, Guido Kroemer, Eugenio Martinelli

Neural Comput. Appl., 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

2020

A Camera Sensors-Based System to Study Drug Effects on In Vitro Motility: The Case of PC-3 Prostate Cancer Cells.

Maria Colomba Comes, Arianna Mencattini, Davide Di Giuseppe, Joanna Filippi, Michele D'Orazio, Paola Casti, Francesca Corsi, Lina Ghibelli, Corrado Di Natale, Eugenio Martinelli

Sensors, 2020

A Personalized Assessment Platform for Non-invasive Monitoring of Pain.

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

Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020