| 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 | 15 | 2022 |
| 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 | 10 | 2022 |
| Experimental characterization of laser induced graphene (lig) antennas for s-band wearable applications in 5g A Mostaccio, G Antonelli, C Occhiuzzi, E Martinelli, G Marrocco 2022 IEEE 12th International Conference on RFID Technology and Applications …, 2022 | 6 | 2022 |
| 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 | 6 | 2021 |
| Full-lig wireless batteryless sensor for the detection of amines A Salvia, A Mostaccio, G Antonelli, E Martinelli, G Marrocco 2023 IEEE International Conference on Flexible and Printable Sensors and …, 2023 | 4 | 2023 |
| Comparative evaluation of laser induced graphene (lig) traces on polyimide under soft and hard stress for iot applications A Mostaccio, G Antonelli, M Bragaglia, E Martinelli, G Marrocco IEEE Journal on Flexible Electronics, 2023 | 4 | 2023 |
| 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 | 4 | 2023 |
| 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 | 2 | 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 | 2 | 2022 |
| 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 | 1 | 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 | 1 | 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 | 1 | 2021 |
| LIG/ZnO/Porphyrin-Functionalized EGFET-Based Electronic Tongue K Pushparaj, A Catini, R Capuano, L Papale, V Allegra, G Magna, ... Proceedings 97 (1), 116, 2024 | | 2024 |
| Optically Induced Dielectrophoresis and Machine Learning Algorithms for the Identification of the Circulating Tumor Cells J Filippi, F Corsi, P Casti, G Antonelli, M D’Orazio, F Capradossi, ... Proceedings 97 (1), 71, 2024 | | 2024 |
| Nonenzymatic Potentiometric Detection of Ascorbic Acid with Porphyrin/ZnO-Functionalized Laser-Induced Graphene as an Electrode of EGFET Sensors K Pushparaj, A Catini, R Capuano, V Allegra, G Magna, G Antonelli, ... ACS Omega, 2024 | | 2024 |
| Full-LIG Wireless Battery-less Flexible Sensor for the Detection of Triethylamine A Mostaccio, G Antonelli, R Capuano, C Di Natale, E Martinelli, ... IEEE Journal on Flexible Electronics, 2024 | | 2024 |
| Laser-Induced Graphene Fan Antenna for RFID applications A Mostaccio, A Salvia, G Antonelli, E Martinelli, G Marrocco 2023 IEEE 13th International Conference on RFID Technology and Applications …, 2023 | | 2023 |
| 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 | | 2023 |
| Upper Bound Performances of Laser-Induced Graphene Dipoles in the UHF Band A Mostaccio, A Salvia, G Antonelli, E Martinelli, G Marrocco 2023 8th International Conference on Smart and Sustainable Technologies …, 2023 | | 2023 |
| Robust examination of cell apoptosis timing in presence of noisy environment A Mencattini, P Casti, J Filippi, M D'Orazio, S Cardarelli, G Antonelli, ... 2022 IEEE International Symposium on Medical Measurements and Applications …, 2022 | | 2022 |
Eugenio MartinelliFull Professor, Dept. of Electronic Engineering, University of Rome Tor Vergata, ItalyVerified email at ing.uniroma2.it
