Joanna Filippi
Joanna Filippi
PhD, Postdoctoral Researcher, Dept. of Electronic Engineering, University of Rome Tor Vergata, Italy
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Citata da
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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