AImageLab

Laura Canalini

Laura Canalini

Position at AImageLab:

PastMember
Dipartimento di Ingegneria "Enzo Ferrari", Modena Italy

Laura Canalini

Research Projects

Deep-Learning and HPC to Boost Biomedical Applications for Health

Research Activities

Skin Lesion Analysis

Publications

1	Giovanetti, Anita; Canalini, Laura; Perliti Scorzoni, Paolo "A Compact Deep Ensemble for High Quality Skin Lesion Classification" Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13373 LNCS, ita, pp. 510 -521 , 2022, 2022 \| DOI: 10.1007/978-3-031-13321-3_45 Conference
2	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. "Applications of AI and HPC in the Health Domain" HPC, Big Data, and AI Convergence Towards Exascale: Challenge and Vision, pp. 217 -239 , 2022 \| DOI: 10.1201/9781003176664-11 Chapter in Book
3	Cancilla, Michele; Canalini, Laura; Bolelli, Federico; Allegretti, Stefano; Carrión, Salvador; Paredes, Roberto; Ander Gómez, Jon; Leo, Simone; Enrico Piras, Marco; Pireddu, Luca; Badouh, Asaf; Marco-Sola, Santiago; Alvarez, Lluc; Moreto, Miquel; Grana, Costantino "The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications" 2020 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, pp. 9881 -9888 , Jan 10-15, 2021 \| DOI: 10.1109/ICPR48806.2021.9411954 Conference
4	Canalini, Laura; Pollastri, Federico; Bolelli, Federico; Cancilla, Michele; Allegretti, Stefano; Grana, Costantino "Skin Lesion Segmentation Ensemble with Diverse Training Strategies" Computer Analysis of Images and Patterns, vol. 11678, Salerno, Italy, pp. 89 -101 , Sep 3-5, 2019 \| DOI: 10.1007/978-3-030-29888-3_8 Conference
5	Allegretti, Stefano; Bolelli, Federico; Cancilla, Michele; Pollastri, Federico; Canalini, Laura; Grana, Costantino "How does Connected Components Labeling with Decision Trees perform on GPUs?" Computer Analysis of Images and Patterns, vol. 11678, Salerno, Italy, pp. 39 -51 , Sep 3-5, 2019 \| DOI: 10.1007/978-3-030-29888-3_4 Conference