Gianni Antonelli

Machine learning phenomics (MLP) combining deep learning with time-lapse-microscopy for monitoring colorectal adenocarcinoma cells gene expression and drug-response

Michele D’Orazio, Michela Murdocca, Arianna Mencattini et al. · Scientific Reports · 2022 · 32 citations · Full text

Machine learning microfluidic based platform: Integration of Lab-on-Chip devices and data analysis algorithms for red blood cell plasticity evaluation in Pyruvate Kinase Disease monitoring

Arianna Mencattini, Valeria Rizzuto, Gianni Antonelli et al. · Sensors and Actuators A Physical · 2023 · 26 citations

Lab-on-chip Devices, Data Analysis Algorithms, Engineering +7

Exploiting spectral information in Opto-Electronic Tweezers for cell classification and drug response evaluation

Joanna Filippi, Davide Di Giuseppe, Paola Casti et al. · Sensors and Actuators B Chemical · 2022 · 24 citations

Drug Response Evaluation, Spectral Information, Engineering +9

Comparative Evaluation of Laser-Induced Graphene (LIG) Traces on Polyimide Under Soft and Hard Stress for IoT Applications

Alessio Mostaccio, Gianni Antonelli, Mario Bragaglia et al. · IEEE Journal on Flexible Electronics · 2023 · 20 citations

Engineering, Hard Stress, Graphene Nanomeshes +17

S3-VAE: A novel Supervised-Source-Separation Variational AutoEncoder algorithm to discriminate tumor cell lines in time-lapse microscopy images

Paola Casti, S. Cardarelli, Maria Colomba Comes et al. · Expert Systems with Applications · 2023 · 18 citations

Systems Biology, Image Analysis, Engineering +13