| 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 263, 116632, 2024 | 45 | 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 | 16 | 2024 |
| 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 | 8 | 2024 |
| 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 | 8 | 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 | 8 | 2024 |
| Lab-on-Chip Label-Free Sensing System for Electroporation Based on Time-Lapse Microscopy G Antonelli, F Camera, A Mencattini, A Casciati, M Tanori, A Zambotti, ... IEEE Sensors Journal, 2024 | 4 | 2024 |
| Continuous pH Monitoring in Organ‐on‐Chip Devices with Single‐Step Fabricated DNA Scaffold Sensors Conjugated Hydrogels and Machine Learning G Antonelli, A Chamorro‐Garcia, A Mencattini, P Spitalieri, F Sangiuolo, ... Advanced Functional Materials 35 (36), 2501659, 2025 | 3 | 2025 |
| ODEP-Based Robotic System for Micromanipulation and In-Flow Analysis of Primary Cells J Filippi, P Casti, V Lacconi, G Antonelli, M D’Orazio, G Curci, C Ticconi, ... Cyborg and Bionic Systems 6, 0234, 2025 | 2 | 2025 |
| 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 | 1 | 2024 |
| MEA-Based Graph Deviation Network for Early Autism Syndrome Signatures in Human Forebrain Organoids A Mencattini, G Curci, A Riccardi, P Casti, M D’Orazio, J Filippi, ... Cyborg and Bionic Systems 6, 0441, 2025 | | 2025 |
| VAE-MOTION: A deep generative model for cardiomyocyte contractility analysis for improving drug efficacy evaluation G Curci, P Casti, L Sala, M Brescia, P Cascarano, M D’Orazio, J Filippi, ... Expert Systems with Applications, 130302, 2025 | | 2025 |
| Artificial intelligence based platform for the automatic and simultaneous explainable detection of apnoea, oxygen desaturation, and artefacts in paediatric polygraphy exams (REST) M D’Orazio, E Verrillo, J Filippi, G Antonelli, G Curci, M Ritrovato, ... Scientific Reports 15 (1), 1-12, 2025 | | 2025 |
| Continuous pH Monitoring in Organ‐on‐Chip Devices with Single‐Step Fabricated DNA Scaffold Sensors Conjugated Hydrogels and Machine Learning (Adv. Funct. Mater. 36/2025) G Antonelli, A Chamorro‐Garcia, A Mencattini, P Spitalieri, F Sangiuolo, ... Advanced Functional Materials 35 (36), e71241, 2025 | | 2025 |
| Domain adaptation to enhance (2+ 1) D CNN dynamic analysis of cell collective behavior in time-lapse microscopy videos M D’Orazio, D Pastore, A Mencattini, J Filippi, G Antonelli, F Corsi, P Casti, ... Neural Computing and Applications 37 (6), 4133-4153, 2025 | | 2025 |
| A Microfluidic Platform Based on Laser‐Induced Graphene Electrodes and Machine Learning for Real‐Time Skeletal Muscle Analysis G Curci, M Marini, A Mencattini, J Filippi, G Antonelli, P Casti, M D'Orazio, ... Advanced Materials Technologies, e01519, 2025 | | 2025 |
| OT6. 97-Electroporation Monitoring by Machine Learning and Single Cell Morphodynamic on Lab-on-Chip G Antonelli, A Mencattini, G Curci, J Filippi, M D'Orazio, P Casti, ... Lectures, 163-164, 2024 | | 2024 |
| Cell Electrokinetic Fingerprint: A Novel Approach Based on Optically Induced Dielectrophoresis (ODEP) for In‐Flow Identification of Single Cells (Small Methods 8/2024). J Filippi, P Casti, G Antonelli, M Murdocca, A Mencattini, F Corsi, ... Small Methods 8 (8), 2024 | | 2024 |
| A Microfluidic Platform based on LIG Electrodes and Machine learning for Real-Time Skeletal Muscle Analysis G Curci, M Marini, J Filippi, G Antonelli, P Casti, M D’Orazio, A Riccardi, ... | | |
| An Optically-Induced Dielectrophoresis-Based Platform for Enhanced Identification of Prostate Cancer Cells with Dif-ferent Grades of Malignancy J Filippi, P Casti, F Corsi, A Pelliccia, G Antonelli, G Curci, M D’Orazio, ... | | |
| DNA-scaffold biosensors for real-time pH tracking in dy-namic environments G Antonelli, A Chamorro-Garcia, P Spitalieri, A Mencattini, G Curci, ... | | |
Gianni AntonelliPostdoctoral Researcher, Dept. of Electronic Engineering, University of Rome Tor VergataVerified email at ing.uniroma2.it
