| 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 | 30 | 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 | 22 | 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 | 22 | 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 | 20 | 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 | 17 | 2020 |
| 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 | 13 | 2023 |
| 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 | 13 | 2021 |
| 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 | 13 | 2020 |
| 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 | 12 | 2023 |
| 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 | 9 | 2021 |
| 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 | 8 | 2024 |
| 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 | 8 | 2024 |
| 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 | 8 | 2023 |
| Integrating machine learning and biosensors in microfluidic devices: a review. G Antonelli, J Filippi, M D’Orazio, G Curci, P Casti, A Mencattini, ... Biosensors and Bioelectronics, 116632, 2024 | 7 | 2024 |
| 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 | 7 | 2022 |
| 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 | 5 | 2020 |
| 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 | 3 | 2022 |
| 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 | 2 | 2024 |
| Cell Electrokinetic Fingerprint: A Novel Approach Based on Optically Induced Dielectrophoresis (ODEP) for In‐Flow Identification of Single Cells J Filippi, P Casti, G Antonelli, M Murdocca, A Mencattini, F Corsi, ... Small Methods 8 (8), 2300923, 2024 | 2 | 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 72, 1-9, 2023 | 2 | 2023 |
Eugenio MartinelliFull Professor, Dept. of Electronic Engineering, University of Rome Tor Vergata, ItalyПотвърден имейл адрес: ing.uniroma2.it
