A Personalized Assessment Platform for Non-invasive Monitoring of Pain. - Paola Casti; Arianna Mencattini; Joanna Filippi; Michele D'Orazio; Maria Colomba Comes; Davide Di Giuseppe; Eugenio Martinelli (MeMeA, 2020)

A microfluidic device for shape measurement in red blood cells (RBCs). - Arianna Mencattini; Davide Di Giuseppe; Michele D'Orazio; Valeria Rizzuto; M. M. Mañú Pereira; Maria Colomba Comes; Maria José Lopez-Martinez; Josep Samitier; Eugenio Martinelli (MeMeA, 2020)

A Camera Sensors-Based System to Study Drug Effects on In Vitro Motility: The Case of PC-3 Prostate Cancer Cells. - Maria Colomba Comes; Arianna Mencattini; Davide Di Giuseppe; Joanna Filippi; Michele D'Orazio; Paola Casti; Francesca Corsi; Lina Ghibelli; Corrado Di Natale; Eugenio Martinelli (Sensors, 2020)

Integrating Machine Learning and Sensors for the Development of Organ-on-Chip Platforms for Medical Diagnosis. - Arianna Mencattini; Davide Di Giuseppe; Paola Casti; Michele D'Orazio; Joanna Filippi; Maria Colomba Comes; Gianni Antonelli; Corrado Di Natale; Eugenio Martinelli (AISEM, 2021)

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; Paola Casti; Giulia Cerrato; Allan Sauvat; Erika Vacchelli; Adele De Ninno; Davide Di Giuseppe; Michele D'Orazio; Fabrizio Mattei; Giovanna Schiavoni; et al. (Neural Comput. Appl., 2021)

NeuriTES. Monitoring neurite changes through transfer entropy and semantic segmentation in bright-field time-lapse microscopy. - Arianna Mencattini; Alida Spalloni; Paola Casti; Maria Colomba Comes; Davide Di Giuseppe; Gianni Antonelli; Michele D'Orazio; Joanna Filippi; Francesca Corsi; Hervé Isambert; Corrado Di Natale; Patrizia Longone; et al. (Patterns, 2021)

Metrological Characterization of a Pain Detection System Based on Transfer Entropy of Facial Landmarks. - Paola Casti; Arianna Mencattini; Joanna Filippi; Michele D'Orazio; Maria Colomba Comes; Davide Di Giuseppe; Eugenio Martinelli (IEEE Trans. Instrum. Meas., 2021)

Sensitivity analysis of latent variables in Variational Autoencoders for Dermoscopic Image Analysis. - Paola Casti; Arianna Mencattini; Sara Cardarelli; Gianni Antonelli; Joanna Filippi; Michele D'Orazio; Eugenio Martinelli (MeMeA, 2022)

Robust examination of cell apoptosis timing in presence of noisy environment. - Arianna Mencattini; Paola Casti; Joanna Filippi; Michele D'Orazio; Sara Cardarelli; Gianni Antonelli; Eugenio Martinelli (MeMeA, 2022)

Automatic Monitoring of Fruit Ripening Rooms by UHF RFID Sensor Network and Machine Learning. - Cecilia Occhiuzzi; Francesca Camera; Michele D'Orazio; Nicola D'Uva; Sara Amendola; Giulio Maria Bianco; Carolina Miozzi; Luigi Garavaglia; Eugenio Martinelli; Gaetano Marrocco (CoRR, 2022)

Electro-Optical Classification of Pollen Grains via Microfluidics and Machine Learning. - Michele D'Orazio; Riccardo Reale; Adele De Ninno; Maria A. Brighetti; Arianna Mencattini; Luca Businaro; Eugenio Martinelli; Paolo Bisegna; Alessandro Travaglini; Federica Caselli (IEEE Trans. Biomed. Eng., 2022)

CWL-PLAS: Task Workflows Assisted by Data Science Cloud Platforms. - Andrea Detti; Ludovico Funari; Luca Petrucci; Michele D'Orazio; Arianna Mencattini; Eugenio Martinelli (IEEE Access, 2023)

Uncertainty-Based Feature Selection for Improved Adequacy of Dermoscopic Image Classification. - Arianna Mencattini; Paola Casti; Michele D'Orazio; Gianni Antonelli; Joanna Filippi; Eugenio Martinelli (IEEE Trans. Instrum. Meas., 2023)

S3-VAE: A novel Supervised-Source-Separation Variational AutoEncoder algorithm to discriminate tumor cell lines in time-lapse microscopy images. - Paola Casti; Sara Cardarelli; Maria Colomba Comes; Michele D'Orazio; Joanna Filippi; Gianni Antonelli; Arianna Mencattini; Corrado Di Natale; Eugenio Martinelli (Expert Syst. Appl., 2023)