Joanna Filippi

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

Assessing personalized responses to anti-PD-1 treatment using patient-derived lung tumor-on-chip

Irina Veith, Martin Nurmik, Arianna Mencattini et al. · Cell Reports Medicine · 2024 · 27 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

Multi-scale generative adversarial network for improved evaluation of cell–cell interactions observed in organ-on-chip experiments

Maria Colomba Comes, Joanna Filippi, Arianna Mencattini et al. · Neural Computing and Applications · 2020 · 25 citations

Engineering, Generative Adversarial Network, Deep Learning +9

Deciphering Cancer Cell Behavior From Motility and Shape Features: Peer Prediction and Dynamic Selection to Support Cancer Diagnosis and Therapy

Michele D’Orazio, Francesca Corsi, Arianna Mencattini et al. · Frontiers in Oncology · 2020 · 25 citations · Full text