Arianna Mencattini
Università degli Studi di Roma Tor Vergata
H-index: 27
Europe-Italy
Top articles of Arianna Mencattini
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
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 |
Aflatoxins detection in almonds via fluorescence imaging and deep neural network approach | Journal of Food Composition and Analysis | Francesca Romana Bertani Arianna Mencattini Lucia Gambacorta Adele De Ninno Luca Businaro | 2024/1/1 |
CausalXtract: a flexible pipeline to extract causal effects from live-cell time-lapse imaging data | bioRxiv | Franck Simon Maria Colomba Comes Tiziana Tocci Louise Dupuis Vincent Cabeli | 2024 |
Assembloid learning: opportunities and challenges for personalized approaches to brain functioning in health and disease | Arianna Mencattini Elena Daprati David Della-Morte Fiorella Guadagni Federica Sangiuolo | 2024/4/19 | |
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 |
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 |
CWL-PLAS: Task Workflows Assisted by Data Science Cloud Platforms | IEEE Access | Andrea Detti Ludovico Funari Luca Petrucci Michele D’Orazio Arianna Mencattini | 2023/5/2 |
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 |
Automated analysis of cell cultures | 2023/9/14 | ||
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 | |
Fabry disease automatic recognition through image processing | Emanuele D'Angelantonio Tiziana Tocci Luigi Sansone Arianna Mencattini Matteo Antonio Russo | 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 | |
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 |
Direct imaging and automatic analysis in tumor-on-chip reveal cooperative antitumoral activity of immune cells and oncolytic vaccinia virus | Biosensors and Bioelectronics | Arianna Mencattini Christine Lansche Irina Veith Philippe Erbs Jean-Marc Balloul | 2022/11/1 |
DeepCEL0 for 2D single-molecule localization in fluorescence microscopy | Bioinformatics | Pasquale Cascarano Maria Colomba Comes Andrea Sebastiani Arianna Mencattini Elena Loli Piccolomini | 2022/3/1 |
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 |
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 |
Deep-MEG: spatiotemporal CNN features and multiband ensemble classification for predicting the early signs of Alzheimer’s disease with magnetoencephalography | Neural Computing and Applications | Antonio Giovannetti Gianluca Susi Paola Casti Arianna Mencattini Sandra Pusil | 2021/11 |
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