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Joanna Filippi
Joanna Filippi
PhD, Postdoctoral Researcher, Dept. of Electronic Engineering, University of Rome Tor Vergata, Italy
Email verificata su ing.uniroma2.it
Titolo
Citata da
Citata da
Anno
Machine learning phenomics (MLP) combining deep learning with time-lapse-microscopy for monitoring colorectal adenocarcinoma cells gene expression and drug-response
M D’Orazio, M Murdocca, A Mencattini, P Casti, J Filippi, G Antonelli, ...
Scientific Reports 12 (1), 8545, 2022
212022
Multi-scale generative adversarial network for improved evaluation of cell–cell interactions observed in organ-on-chip experiments
MC Comes, J Filippi, A Mencattini, P Casti, G Cerrato, A Sauvat, ...
Neural Computing and Applications 33, 3671-3689, 2021
192021
Deciphering cancer cell behavior from motility and shape features: Peer prediction and dynamic selection to support cancer diagnosis and therapy
M D'Orazio, F Corsi, A Mencattini, D Di Giuseppe, M Colomba Comes, ...
Frontiers in oncology 10, 580698, 2020
162020
Exploiting spectral information in Opto-Electronic Tweezers for cell classification and drug response evaluation
J Filippi, D Di Giuseppe, P Casti, A Mencattini, G Antonelli, M D’Orazio, ...
Sensors and Actuators B: Chemical 368, 132200, 2022
152022
Accelerating the experimental responses on cell behaviors: a long-term prediction of cell trajectories using Social Generative Adversarial Network
MC Comes, J Filippi, A Mencattini, F Corsi, P Casti, A De Ninno, ...
Scientific Reports 10 (1), 15635, 2020
132020
A camera sensors-based system to study drug effects on in vitro motility: The case of PC-3 prostate cancer cells
MC Comes, A Mencattini, D Di Giuseppe, J Filippi, M D’Orazio, P Casti, ...
Sensors 20 (5), 1531, 2020
102020
NeuriTES. Monitoring neurite changes through transfer entropy and semantic segmentation in bright-field time-lapse microscopy
A Mencattini, A Spalloni, P Casti, MC Comes, D Di Giuseppe, G Antonelli, ...
Patterns 2 (6), 2021
92021
Deep-Manager: A versatile tool for optimal feature selection in live-cell imaging analysis
A Mencattini, M D’Orazio, P Casti, MC Comes, D Di Giuseppe, G Antonelli, ...
Communications Biology 6 (1), 241, 2023
72023
A lab-on-a-chip based automatic platform for continuous nitrites sensing in aquaculture
A Catini, R Capuano, G Tancredi, G Dionisi, D Di Giuseppe, J Filippi, ...
Sensors 22 (2), 444, 2022
72022
Metrological characterization of a pain detection system based on transfer entropy of facial landmarks
P Casti, A Mencattini, J Filippi, M D’Orazio, MC Comes, D Di Giuseppe, ...
IEEE Transactions on Instrumentation and Measurement 70, 1-8, 2021
72021
Development of integrated optical biosensors based on low-cost stereolithography fabrication and multispectral signature for Lab-On-Chip applications
G Antonelli, A Mencattini, M Massimiani, V Lacconi, J Filippi, M Losardo, ...
Sensors and Actuators B: Chemical 401, 135009, 2024
42024
Machine learning microfluidic based platform: Integration of Lab-on-Chip devices and data analysis algorithms for red blood cell plasticity evaluation in Pyruvate Kinase …
A Mencattini, V Rizzuto, G Antonelli, D Di Giuseppe, M D’Orazio, J Filippi, ...
Sensors and Actuators A: Physical 351, 114187, 2023
42023
A personalized assessment platform for non-invasive monitoring of pain
P Casti, A Mencattini, J Filippi, M D’Orazio, MC Comes, D Di Giuseppe, ...
2020 IEEE International Symposium on Medical Measurements and Applications …, 2020
42020
S3-VAE: A novel Supervised-Source-Separation Variational AutoEncoder algorithm to discriminate tumor cell lines in time-lapse microscopy images
P Casti, S Cardarelli, MC Comes, M D'Orazio, J Filippi, G Antonelli, ...
Expert Systems with Applications 232, 120861, 2023
22023
Sensitivity analysis of latent variables in Variational Autoencoders for Dermoscopic Image Analysis
P Casti, A Mencattini, S Cardarelli, G Antonelli, J Filippi, M D'Orazio, ...
2022 IEEE International Symposium on Medical Measurements and Applications …, 2022
22022
Assessing personalized responses to anti-PD-1 treatment using patient-derived lung tumor-on-chip
I Veith, M Nurmik, A Mencattini, I Damei, C Lansche, S Brosseau, ...
Cell Reports Medicine 5 (5), 2024
12024
Uncertainty-based feature selection for improved adequacy of dermoscopic image classification
A Mencattini, P Casti, M D’Orazio, G Antonelli, J Filippi, E Martinelli
IEEE Transactions on Instrumentation and Measurement, 2023
12023
Integrating Machine Learning and Sensors for the Development of Organ-on-Chip Platforms for Medical Diagnosis
A Mencattini, D Di Giuseppe, P Casti, M D’Orazio, J Filippi, MC Comes, ...
AISEM Annual Conference on Sensors and Microsystems, 45-52, 2021
12021
Cells in the 3D biomatrix on-chip: better mimicking the real micro-physiological system
M D’Orazio, J Filippi, G Antonelli, G Curci, P Casti, A Mencattini, ...
Next Materials 5, 100229, 2024
2024
Soft and Flexible Wireless Epidermal Plaster Made by Laser-Induced Graphene
A Mostaccio, F Naccarata, FMC Nanni, J Filippi, E Martinelli, G Marrocco
IEEE Sensors Letters, 2024
2024
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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