Daniele Perlo

Doctor, PhD

    • rue Thomas Edison, 1

      1445 Luxembourg

      Luxembourg

    • 42
      Citations
    20132022

    Research activity per year

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    • Applications of AI and HPC in the Health Domain

      Oniga, D., Cantalupo, B., Tartaglione, E., Perlo, D., Grangetto, M., Aldinucci, M., Bolelli, F., Pollastri, F., Cancilla, M., Canalini, L., Grana, C., Alcalde, C. M., Cardillo, F. A. & Florea, M., 1 Jan 2022, HPC, Big Data, and AI Convergence Towards Exascale: Challenge and Vision. CRC Press, p. 217-239 23 p.

      Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

      2 Citations (Scopus)
    • Dysplasia Grading of Colorectal Polyps Through Convolutional Neural Network Analysis of Whole Slide Images

      Perlo, D., Tartaglione, E., Bertero, L., Cassoni, P. & Grangetto, M., 2022, Proceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis, MICAD 2021 - Medical Imaging and Computer-Aided Diagnosis. Su, R., Zhang, Y-D. & Liu, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 325-334 10 p. (Lecture Notes in Electrical Engineering; vol. 784 LNEE).

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

      Open Access
      3 Citations (Scopus)
    • Exploiting Liver CT scans in Colorectal Carcinoma genomics mutation classification

      Perlo, D., Berton, L., Delpiano, A., Menchini, F., Tibaldi, S., Grosso, M. & Fonio, P., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4425-4433 9 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

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

    • Lung Nodules Segmentation with DeepHealth Toolkit

      Chaudhry, H. A. H., Renzulli, R., Perlo, D., Santinelli, F., Tibaldi, S., Cristiano, C., Grosso, M., Fiandrotti, A., Lucenteforte, M. & Cavagnino, D., 2022, Image Analysis and Processing. ICIAP 2022 Workshops - ICIAP International Workshops, Revised Selected Papers. Mazzeo, P. L., Distante, C., Frontoni, E. & Sclaroff, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 487-497 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13373 LNCS).

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

      Open Access
    • UniToBrain Dataset: A Brain Perfusion Dataset

      Perlo, D., Tartaglione, E., Gava, U., D’Agata, F., Benninck, E. & Bergui, M., 2022, Image Analysis and Processing. ICIAP 2022 Workshops - ICIAP International Workshops, Revised Selected Papers. Mazzeo, P. L., Distante, C., Frontoni, E. & Sclaroff, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 498-509 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13373 LNCS).

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

      Open Access