| 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 |
| 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 |
| 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 2 (3), 256-264, 2023 | 15 | 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 | 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 |
| 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 |
| 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 | 10 | 2022 |
| 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 9 (9), 10650-10659, 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 |
| 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 | 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 |
| 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 | 7 | 2023 |
| 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 | 4 | 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 | 4 | 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 | 4 | 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 | 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, 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, 2023 | 2 | 2023 |
| Laser-induced graphene wet transfer technique for lab-on-chip applications G Antonelli, G Curci, J Filippi, A Bernardini, M Menegazzo, M Marini, ... Sensors and Actuators A: Physical 377, 115746, 2024 | 1 | 2024 |
Eugenio MartinelliFull Professor, Dept. of Electronic Engineering, University of Rome Tor Vergata, ItalyVerified email at ing.uniroma2.it