Search Results - "D'Orazio, Michele"

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    Integrating machine learning and biosensors in microfluidic devices: A review by Antonelli, Gianni, Filippi, Joanna, D’Orazio, Michele, Curci, Giorgia, Casti, Paola, Mencattini, Arianna, Martinelli, Eugenio

    Published in Biosensors & bioelectronics (01-11-2024)
    “…Microfluidic devices are increasingly widespread in the literature, being applied to numerous exciting applications, from chemical research to Point-of-Care…”
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    Journal Article
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    Uncertainty-based feature selection for improved adequacy of dermoscopic image classification by Mencattini, Arianna, Casti, Paola, D'Orazio, Michele, Antonelli, Gianni, Filippi, Joanna, Martinelli, Eugenio

    “…In computer vision systems, the final measurement result can be a digital output provided by the software, i.e., a diagnostic value along with an uncertainty…”
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    Journal Article
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    Deciphering Cancer Cell Behavior From Motility and Shape Features: Peer Prediction and Dynamic Selection to Support Cancer Diagnosis and Therapy by D'Orazio, Michele, Corsi, Francesca, Mencattini, Arianna, Di Giuseppe, Davide, Colomba Comes, Maria, Casti, Paola, Filippi, Joanna, Di Natale, Corrado, Ghibelli, Lina, Martinelli, Eugenio

    Published in Frontiers in oncology (20-10-2020)
    “…Cell motility varies according to intrinsic features and microenvironmental stimuli, being a signature of underlying biological phenomena. The heterogeneity in…”
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    Journal Article
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    Lab-on-Chip Label-Free Sensing System for Electroporation Based on Time-Lapse Microscopy by Antonelli, Gianni, Camera, Francesca, Mencattini, Arianna, Casciati, Arianna, Tanori, Mirella, Zambotti, Alessandro, Casti, Paola, Curci, Giorgia, Filippi, Joanna, D'Orazio, Michele, Merla, Caterina, Martinelli, Eugenio

    Published in IEEE sensors journal (15-11-2024)
    “…Electroporation has been shown to have considerable potential in biological research and clinical applications. This technique permits the opening of…”
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    Journal Article
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    A Camera Sensors-Based System to Study Drug Effects On In Vitro Motility: The Case of PC-3 Prostate Cancer Cells by Comes, Maria Colomba, Mencattini, Arianna, Di Giuseppe, Davide, Filippi, Joanna, D'Orazio, Michele, Casti, Paola, Corsi, Francesca, Ghibelli, Lina, Di Natale, Corrado, Martinelli, Eugenio

    Published in Sensors (Basel, Switzerland) (10-03-2020)
    “…Cell motility is the brilliant result of cell status and its interaction with close environments. Its detection is now possible, thanks to the synergy of…”
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    Journal Article
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    Cells in the 3D biomatrix on-chip: better mimicking the real micro-physiological system by D’Orazio, Michele, Filippi, Joanna, Antonelli, Gianni, Curci, Giorgia, Casti, Paola, Mencattini, Arianna, Cidonio, Gianluca, Martinelli, Eugenio

    Published in Next materials (01-10-2024)
    “…Recent advances in microfluidic technology and biomaterial science have augmented the use of organ-on-chip (OoC) technology to closely mimic the human…”
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    Journal Article
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    Metrological Characterization of a Pain Detection System Based on Transfer Entropy of Facial Landmarks by Casti, Paola, Mencattini, Arianna, Filippi, Joanna, D'Orazio, Michele, Comes, Maria Colomba, Giuseppe, Davide Di, Martinelli, Eugenio

    “…Pain is an alert state of the human body that can be conveyed to the external world through different modalities. A possible communication channel for human…”
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    Journal Article
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    Automatic Monitoring of Fruit Ripening Rooms by UHF RFID Sensor Network and Machine Learning by Occhiuzzi, Cecilia, Camera, Francesca, D'Orazio, Michele, D'Uva, Nicola, Amendola, Sara, Bianco, Giulio Maria, Miozzi, Carolina, Garavaglia, Luigi, Martinelli, Eugenio, Marrocco, Gaetano

    “…Accelerated ripening through the exposure of fruits to controlled environmental conditions and gases is nowadays one of the most assessed food technologies,…”
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    Journal Article
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    CWL-PLAS: Task Workflows Assisted by Data Science Cloud Platforms by Detti, Andrea, Funari, Ludovico, Petrucci, Luca, D'Orazio, Michele, Mencattini, Arianna, Martinelli, Eugenio

    Published in IEEE access (01-01-2023)
    “…The Common Workflow Language (CWL) is a platform-independent description language for the representation of data science workflows consisting of a set of tasks…”
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    Journal Article
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    Robust examination of cell apoptosis timing in presence of noisy environment by Mencattini, Arianna, Casti, Paola, Filippi, Joanna, D'Orazio, Michele, Cardarelli, Sara, Antonelli, Gianni, Martinelli, Eugenio

    “…The process of programmable cell death, i.e., apoptosis, physiologically occurs during development and aging and as a homeostatic mechanism to maintain cell…”
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    Conference Proceeding
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    Sensitivity analysis of latent variables in Variational Autoencoders for Dermoscopic Image Analysis by Casti, Paola, Mencattini, Arianna, Cardarelli, Sara, Antonelli, Gianni, Filippi, Joanna, D'Orazio, Michele, Martinelli, Eugenio

    “…The advances in the deep learning field have paved the way to novel strategies to represent digital image data in the form of synthetic descriptors…”
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    Conference Proceeding