Joanna Filippi
Università degli Studi di Roma Tor Vergata
H-index: 7
Europe-Italy
Top articles of Joanna Filippi
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Optically Induced Dielectrophoresis and Machine Learning Algorithms for the Identification of the Circulating Tumor Cells | Proceedings | Joanna Filippi Francesca Corsi Paola Casti Gianni Antonelli Michele D’Orazio | 2024/3/21 |
Development of integrated optical biosensors based on low-cost stereolithography fabrication and multispectral signature for Lab-On-Chip applications | Sensors and Actuators B: Chemical | Gianni Antonelli Arianna Mencattini Micol Massimiani Valentina Lacconi Joanna Filippi | 2024/2/15 |
Deep-Manager: a versatile tool for optimal feature selection in live-cell imaging analysis | Communications Biology | A Mencattini M D’Orazio P Casti MC Comes D Di Giuseppe | 2023/3/3 |
Machine Learning Microfluidic based platform: Integration of Lab-on-Chip devices and data analysis algorithms for Red Blood Cell plasticity evaluation in Pyruvate Kinase … | Sensors and Actuators A: Physical | A Mencattini V Rizzuto G Antonelli D Di Giuseppe M D’Orazio | 2023/3/1 |
S3-VAE: A novel Supervised-Source-Separation Variational AutoEncoder algorithm to discriminate tumor cell lines in time-lapse microscopy images | Expert Systems with Applications | P Casti S Cardarelli MC Comes M D'Orazio J Filippi | 2023/12/1 |
Uncertainty-based feature selection for improved adequacy of dermoscopic image classification | IEEE Transactions on Instrumentation and Measurement | Arianna Mencattini Paola Casti Michele D’Orazio Gianni Antonelli Joanna Filippi | 2023/8/9 |
Machine learning phenomics (MLP) combining deep learning with time-lapse-microscopy for monitoring colorectal adenocarcinoma cells gene expression and drug-response | Scientific Reports | M D’Orazio M Murdocca A Mencattini P Casti J Filippi | 2022/5/20 |
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 | 2022/1/7 |
Exploiting spectral information in Opto-Electronic Tweezers for cell classification and drug response evaluation | Sensors and Actuators B: Chemical | J Filippi D Di Giuseppe P Casti A Mencattini G Antonelli | 2022/10/1 |
Sensitivity analysis of latent variables in Variational Autoencoders for Dermoscopic Image Analysis | Paola Casti Arianna Mencattini Sara Cardarelli Gianni Antonelli Joanna Filippi | 2022/6/22 | |
Robust examination of cell apoptosis timing in presence of noisy environment | Arianna Mencattini Paola Casti Joanna Filippi Michele D'Orazio Sara Cardarelli | 2022/6/22 | |
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 | 2021/2/28 | |
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 | 2021/6/11 |
Multi-scale generative adversarial network for improved evaluation of cell–cell interactions observed in organ-on-chip experiments | Neural Computing and Applications | Maria Colomba Comes Joanna Filippi Arianna Mencattini Paola Casti Giulia Cerrato | 2021/4 |
Metrological characterization of a pain detection system based on transfer entropy of facial landmarks | IEEE Transactions on Instrumentation and Measurement | Paola Casti Arianna Mencattini Joanna Filippi Michele D’Orazio Maria Colomba Comes | 2021/3/22 |
Deciphering cancer cell behavior from motility and shape features: Peer prediction and dynamic selection to support cancer diagnosis and therapy | Frontiers in oncology | Michele D'Orazio Francesca Corsi Arianna Mencattini Davide Di Giuseppe Maria Colomba Comes | 2020/10/20 |
Accelerating the experimental responses on cell behaviors: a long-term prediction of cell trajectories using Social Generative Adversarial Network | Scientific Reports | Maria Colomba Comes J Filippi A Mencattini F Corsi P Casti | 2020/9/24 |
A personalized assessment platform for non-invasive monitoring of pain | Paola Casti Arianna Mencattini Joanna Filippi Michele D’Orazio Maria Colomba Comes | 2020/6/1 | |
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 | 2020/3/10 |
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