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Michele D'Orazio
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2020 – today
- 2023
- [j8]Andrea Detti
, Ludovico Funari
, Luca Petrucci, Michele D'Orazio
, Arianna Mencattini
, Eugenio Martinelli
:
CWL-PLAS: Task Workflows Assisted by Data Science Cloud Platforms. IEEE Access 11: 44092-44106 (2023) - [j7]Paola Casti, Sara Cardarelli
, Maria Colomba Comes, Michele D'Orazio, Joanna Filippi
, Gianni Antonelli
, Arianna Mencattini
, Corrado Di Natale, Eugenio Martinelli
:
S3-VAE: A novel Supervised-Source-Separation Variational AutoEncoder algorithm to discriminate tumor cell lines in time-lapse microscopy images. Expert Syst. Appl. 232: 120861 (2023) - [j6]Arianna Mencattini
, Paola Casti
, Michele D'Orazio
, Gianni Antonelli
, Joanna Filippi
, Eugenio Martinelli
:
Uncertainty-Based Feature Selection for Improved Adequacy of Dermoscopic Image Classification. IEEE Trans. Instrum. Meas. 72: 1-9 (2023) - 2022
- [j5]Michele D'Orazio
, Riccardo Reale, Adele De Ninno
, Maria A. Brighetti, Arianna Mencattini
, Luca Businaro, Eugenio Martinelli
, Paolo Bisegna
, Alessandro Travaglini, Federica Caselli
:
Electro-Optical Classification of Pollen Grains via Microfluidics and Machine Learning. IEEE Trans. Biomed. Eng. 69(2): 921-931 (2022) - [c5]Paola Casti, Arianna Mencattini, Sara Cardarelli, Gianni Antonelli
, Joanna Filippi, Michele D'Orazio
, Eugenio Martinelli:
Sensitivity analysis of latent variables in Variational Autoencoders for Dermoscopic Image Analysis. MeMeA 2022: 1-6 - [c4]Arianna Mencattini, Paola Casti, Joanna Filippi, Michele D'Orazio
, Sara Cardarelli, Gianni Antonelli
, Eugenio Martinelli:
Robust examination of cell apoptosis timing in presence of noisy environment. MeMeA 2022: 1-5 - [i1]Cecilia Occhiuzzi, Francesca Camera, Michele D'Orazio
, Nicola D'Uva, Sara Amendola, Giulio Maria Bianco, Carolina Miozzi, Luigi Garavaglia, Eugenio Martinelli, Gaetano Marrocco:
Automatic Monitoring of Fruit Ripening Rooms by UHF RFID Sensor Network and Machine Learning. CoRR abs/2204.12415 (2022) - 2021
- [j4]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, Luca Businaro, Corrado Di Natale, Guido Kroemer, Eugenio Martinelli
:
Multi-scale generative adversarial network for improved evaluation of cell-cell interactions observed in organ-on-chip experiments. Neural Comput. Appl. 33(8): 3671-3689 (2021) - [j3]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
, Eugenio Martinelli
:
NeuriTES. Monitoring neurite changes through transfer entropy and semantic segmentation in bright-field time-lapse microscopy. Patterns 2(6): 100261 (2021) - [j2]Paola Casti
, Arianna Mencattini
, Joanna Filippi
, Michele D'Orazio
, Maria Colomba Comes
, Davide Di Giuseppe
, Eugenio Martinelli
:
Metrological Characterization of a Pain Detection System Based on Transfer Entropy of Facial Landmarks. IEEE Trans. Instrum. Meas. 70: 1-8 (2021) - [c3]Arianna Mencattini, Davide Di Giuseppe, Paola Casti, Michele D'Orazio
, Joanna Filippi, Maria Colomba Comes, Gianni Antonelli
, Corrado Di Natale, Eugenio Martinelli:
Integrating Machine Learning and Sensors for the Development of Organ-on-Chip Platforms for Medical Diagnosis. AISEM 2021: 45-52 - 2020
- [j1]Maria Colomba Comes
, Arianna Mencattini, Davide Di Giuseppe
, Joanna Filippi, Michele D'Orazio
, Paola Casti, Francesca Corsi
, Lina Ghibelli, Corrado Di Natale
, Eugenio Martinelli
:
A Camera Sensors-Based System to Study Drug Effects on In Vitro Motility: The Case of PC-3 Prostate Cancer Cells. Sensors 20(5): 1531 (2020) - [c2]Paola Casti, Arianna Mencattini, Joanna Filippi, Michele D'Orazio
, Maria Colomba Comes
, Davide Di Giuseppe, Eugenio Martinelli:
A Personalized Assessment Platform for Non-invasive Monitoring of Pain. MeMeA 2020: 1-5 - [c1]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:
A microfluidic device for shape measurement in red blood cells (RBCs). MeMeA 2020: 1-5
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