• Source: Scopus
20202021

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Personal profile

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 3 - Good Health and Well-being

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Dive into the research topics where Alessio Gallucci is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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  • A latent space exploration for microscopic skin lesion augmentations with VQ-VAE-2 and PixelSNAIL

    Gallucci, A., Pezzotti, N., Znamenskiy, D. & Petkovic, M., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, 115962X. (Proceedings of SPIE; vol. 11596).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

  • Applying Delaunay Triangulation Augmentation for Deep Learning Facial Expression Generation and Recognition

    Valev, H., Gallucci, A., Leufkens, T., Westerink, J. & Sas, C., 2021, Pattern Recognition ICPR International Workshops and Challenges : Virtual Event, January 10–15, 2021, Proceedings, Part III. Del Bimbo, A., Cucchiara, R., Sclaroff, S., Farinella, G. M., Mei, T., Bertini, M., Escalante, H. J. & Vezzani, R. (eds.). Cham: Springer, p. 730-740 11 p. (Lecture Notes in Computer Science (LNCS); vol. 12633)( Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP); vol. 12663).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

  • Co-Design of a Trustworthy AI System in Healthcare: Deep Learning Based Skin Lesion Classifier

    Zicari, R. V., Ahmed, S., Amann, J., Braun, S. A., Brodersen, J., Bruneault, F., Brusseau, J., Campano, E., Coffee, M., Dengel, A., Düdder, B., Gallucci, A., Gilbert, T. K., Gottfrois, P., Goffi, E., Haase, C. B., Hagendorff, T., Hickman, E., Hildt, E., Holm, S. & 15 others, Kringen, P., Kühne, U., Lucieri, A., Madai, V. I., Moreno-Sánchez, P. A., Medlicott, O., Ozols, M., Schnebel, E., Spezzatti, A., Tithi, J. J., Umbrello, S., Vetter, D., Volland, H., Westerlund, M. & Wurth, R., 13 Jul 2021, In: Frontiers in Human Dynamics. 3, 21 p., 688152.

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
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  • Don’t Tear Your Hair Out: Analysis of the Impact of Skin Hair on the Diagnosis of Microscopic Skin Lesions

    Gallucci, A., Znamenskiy, D., Pezzotti, N. & Petkovic, M., 2021, Pattern Recognition. ICPR International Workshops and Challenges, 2021, Proceedings. Del Bimbo, A., Cucchiara, R., Sclaroff, S., Farinella, G. M., Mei, T., Bertini, M., Escalante, H. J. & Vezzani, R. (eds.). Springer, p. 406-416 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12661 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

  • On Assessing Trustworthy AI in Healthcare: Machine Learning as a Supportive Tool to Recognize Cardiac Arrest in Emergency Calls

    Zicari, R. V., Brusseau, J., Blomberg, S. N., Christensen, H. C., Coffee, M., Ganapini, M. B., Gerke, S., Gilbert, T. K., Hickman, E., Hildt, E., Holm, S., Kühne, U., Madai, V. I., Osika, W., Spezzatti, A., Schnebel, E., Tithi, J. J., Vetter, D., Westerlund, M., Wurth, R. & 20 others, Amann, J., Antun, V., Beretta, V., Bruneault, F., Campano, E., Düdder, B., Gallucci, A., Goffi, E., Haase, C. B., Hagendorff, T., Kringen, P., Möslein, F., Ottenheimer, D., Ozols, M., Palazzani, L., Petrin, M., Tafur, K., Tørresen, J., Volland, H. & Kararigas, G., 8 Jul 2021, In: Frontiers in Human Dynamics. 3, 24 p., 673104.

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
    File