Joanna Filippi

13 papers Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
VAE-MOTION: A deep generative model for cardiomyocyte contractility analysis for improving drug efficacy evaluation.
Expert Syst. Appl.
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
2025 J jnl
Domain adaptation to enhance (2 + 1)D CNN dynamic analysis of cell collective behavior in time-lapse microscopy videos.
Neural Comput. Appl.
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
2023 J jnl
S3-VAE: A novel Supervised-Source-Separation Variational AutoEncoder algorithm to discriminate tumor cell lines in time-lapse microscopy images.
Expert Syst. Appl.
Paola Casti, Sara Cardarelli, Maria Colomba Comes, Michele D'Orazio, Joanna Filippi, Gianni Antonelli, Arianna Mencattini, Corrado Di Natale, Eugenio Martinelli
2023 J jnl
Uncertainty-Based Feature Selection for Improved Adequacy of Dermoscopic Image Classification.
IEEE Trans. Instrum. Meas.
Arianna Mencattini, Paola Casti, Michele D'Orazio, Gianni Antonelli, Joanna Filippi, Eugenio Martinelli
2022 J jnl
A Lab-on-a-Chip Based Automatic Platform for Continuous Nitrites Sensing in Aquaculture.
Sensors
Alexandro Catini, Rosamaria Capuano, Giuseppe Tancredi, Giulio Dionisi, Davide Di Giuseppe, Joanna Filippi, Eugenio Martinelli, Corrado Di Natale
2022 — conf
Robust examination of cell apoptosis timing in presence of noisy environment.
MeMeA
Arianna Mencattini, Paola Casti, Joanna Filippi, Michele D'Orazio, Sara Cardarelli, Gianni Antonelli, Eugenio Martinelli
2022 — conf
Sensitivity analysis of latent variables in Variational Autoencoders for Dermoscopic Image Analysis.
MeMeA
Paola Casti, Arianna Mencattini, Sara Cardarelli, Gianni Antonelli, Joanna Filippi, Michele D'Orazio, Eugenio Martinelli
2021 — conf
Integrating Machine Learning and Sensors for the Development of Organ-on-Chip Platforms for Medical Diagnosis.
AISEM
Arianna Mencattini, Davide Di Giuseppe, Paola Casti, Michele D'Orazio, Joanna Filippi, Maria Colomba Comes, Gianni Antonelli, Corrado Di Natale, Eugenio Martinelli
2021 J jnl
Metrological Characterization of a Pain Detection System Based on Transfer Entropy of Facial Landmarks.
IEEE Trans. Instrum. Meas.
Paola Casti, Arianna Mencattini, Joanna Filippi, Michele D'Orazio, Maria Colomba Comes, Davide Di Giuseppe, Eugenio Martinelli
2021 J jnl
Multi-scale generative adversarial network for improved evaluation of cell-cell interactions observed in organ-on-chip experiments.
Neural Comput. Appl.
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
2021 J jnl
NeuriTES. Monitoring neurite changes through transfer entropy and semantic segmentation in bright-field time-lapse microscopy.
Patterns
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
2020 J jnl
A Camera Sensors-Based System to Study Drug Effects on In Vitro Motility: The Case of PC-3 Prostate Cancer Cells.
Sensors
Maria Colomba Comes, Arianna Mencattini, Davide Di Giuseppe, Joanna Filippi, Michele D'Orazio, Paola Casti, Francesca Corsi, Lina Ghibelli, Corrado Di Natale, Eugenio Martinelli
2020 — conf
A Personalized Assessment Platform for Non-invasive Monitoring of Pain.
MeMeA
Paola Casti, Arianna Mencattini, Joanna Filippi, Michele D'Orazio, Maria Colomba Comes, Davide Di Giuseppe, Eugenio Martinelli