Machine learning phenomics (MLP) combining deep learning with time-lapse-microscopy for monitoring colorectal adenocarcinoma cells gene expression and drug-response von D’Orazio, M., Murdocca, M., Mencattini, A., Casti, P., Filippi, J., Antonelli, G., Di Giuseppe, D., Comes, M. C., Di Natale, C., Sangiuolo, F., Martinelli, E.

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Discovering the hidden messages within cell trajectories using a deep learning approach for in vitro evaluation of cancer drug treatments von Mencattini, A., Di Giuseppe, D., Comes, M. C., Casti, P., Corsi, F., Bertani, F. R., Ghibelli, L., Businaro, L., Di Natale, C., Parrini, M. C., Martinelli, E.

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Exploiting spectral information in Opto-Electronic Tweezers for cell classification and drug response evaluation von Filippi, J., Di Giuseppe, D., Casti, P., Mencattini, A., Antonelli, G., D’Orazio, M., Corsi, F., Della-Morte Canosci, D., Ghibelli, L., Witte, C., Di Natale, C., Neale, S.L., Martinelli, E.

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The influence of spatial and temporal resolutions on the analysis of cell-cell interaction: a systematic study for time-lapse microscopy applications von Comes, M. C., Casti, P., Mencattini, A., Di Giuseppe, D., Mermet-Meillon, F., De Ninno, A., Parrini, M. C., Businaro, L., Di Natale, C., Martinelli, E.

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Accelerating the experimental responses on cell behaviors: a long-term prediction of cell trajectories using Social Generative Adversarial Network von Comes, Maria Colomba, Filippi, J., Mencattini, A., Corsi, F., Casti, P., De Ninno, A., Di Giuseppe, D., D’Orazio, M., Ghibelli, L., Mattei, F., Schiavoni, G., Businaro, L., Di Natale, C., Martinelli, E.

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Deep-Manager: a versatile tool for optimal feature selection in live-cell imaging analysis von Mencattini, A., D’Orazio, M., Casti, P., Comes, M. C., Di Giuseppe, D., Antonelli, G., Filippi, J., Corsi, F., Ghibelli, L., Veith, I., Di Natale, C., Parrini, M. C., Martinelli, E.

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Multi-scale generative adversarial network for improved evaluation of cell–cell interactions observed in organ-on-chip experiments von Comes, M. C., Filippi, J., Mencattini, A., Casti, P., Cerrato, G., Sauvat, A., Vacchelli, E., De Ninno, A., Di Giuseppe, D., D’Orazio, M., Mattei, F., Schiavoni, G., Businaro, L., Di Natale, C., Kroemer, G., Martinelli, E.

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Towards localization of malignant sites of asymmetry across bilateral mammograms von Casti, P, Mencattini, A, Salmeri, M, Ancona, A, Lorusso, M, Pepe, M.L, Natale, C. Di, Martinelli, E

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Estimation of the breast skin-line in mammograms using multidirectional Gabor filters von Casti, P, Mencattini, A, Salmeri, M, Ancona, A, Mangeri, F, Pepe, M.L, Rangayyan, R.M

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S3-VAE: A novel Supervised-Source-Separation Variational AutoEncoder algorithm to discriminate tumor cell lines in time-lapse microscopy images von Casti, P., Cardarelli, S., Comes, M.C., D'Orazio, M., Filippi, J., Antonelli, G., Mencattini, A., Di Natale, C., Martinelli, E.

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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 mo... von Mencattini, A., Rizzuto, V., Antonelli, G., Di Giuseppe, D., D’Orazio, M., Filippi, J., Comes, M.C., Casti, P., Vives Corrons, J.L., Garcia-Bravo, M., Segovia, J.C., del Mar Mañú-Pereira, Maria, Lopez-Martinez, M.J., Samitier, J., Martinelli, E.

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Contour-independent detection and classification of mammographic lesions von Casti, P., Mencattini, A., Salmeri, M., Ancona, A., Mangeri, F., Pepe, M.L., Rangayyan, R.M.

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Blockade of neurotensin receptors affects differently hypo-locomotion and catalepsy induced by haloperidol in mice von Casti, Paola, Marchese, Giorgio, Casu, Gianluca, Ruiu, Stefania, Pani, Luca

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Haloperidol versus risperidone on rat “early onset” vacuous chewing von Marchese, Giorgio, Bartholini, Francesco, Casu, Maria Antonietta, Ruiu, Stefania, Casti, Paola, Congeddu, Elena, Tambaro, Simone, Pani, Luca

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Effect of the amisulpride isomers on rat catalepsy von Marchese, Giorgio, Bartholini, Francesco, Ruiu, Stefania, Casti, Paola, Saba, Pierluigi, Gessa, Gian Luigi, Pani, Luca

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The cerebellar GABAA alpha 6 subunit is differentially modulated by chronic ethanol exposure in normal (R100R) and mutated (Q100Q) sNP rats von Sanna, A, Congeddu, E, Saba, L, Porcella, A, Marchese, G, Ruiu, S, Casti, P, Saba, P, Pani, L

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Carmoxirole is able to reduce amisulpride-induced hyperprolactinemia without affecting its central effect von Marchese, Giorgio, Ruiu, Stefania, Casti, Paola, Bartholini, Francesco, Saba, Pierluigi, Gessa, Gian Luigi, Pani, Luca

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Effect of the amisulpride isomers on rat prolactinemia von Marchese, Giorgio, Ruiu, Stefania, Casti, Paola, Saba, Pierluigi, Gessa, Gian Luigi, Pani, Luca

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Effect of cimetidine on burst-promoting activity of normal T lymphocytes von MORRA, L, MOCCIA, F, CASTI, P, BESSONE, G, PONASSI, G. A

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Bilateral asymmetry identification for the early detection of breast cancer von Mencattini, A., Salmeri, M., Casti, P.

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