Research output per year
Research output per year
Search results
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2022
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 proceeding › Conference contribution › peer-review
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 proceeding › Conference contribution › peer-review
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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 proceeding › Conference contribution › peer-review
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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 proceeding › Conference contribution › peer-review
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UniToChest: A Lung Image Dataset for Segmentation of Cancerous Nodules on CT Scans
Chaudhry, H. A. H., Renzulli, R., Perlo, D., Santinelli, F., Tibaldi, S., Cristiano, C., Grosso, M., Limerutti, G., Fiandrotti, A., Grangetto, M. & Fonio, P., 2022, Image Analysis and Processing – ICIAP 2022 - 21st International Conference, 2022, Proceedings. Sclaroff, S., Distante, C., Leo, M., Farinella, G. M. & Tombari, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 185-196 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13231 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Citations (Scopus) -
2021
UNITOPATHO, A LABELED HISTOPATHOLOGICAL DATASET FOR COLORECTAL POLYPS CLASSIFICATION AND ADENOMA DYSPLASIA GRADING
Barbano, C. A., Perlo, D., Tartaglione, E., Fiandrotti, A., Bertero, L., Cassoni, P. & Grangetto, M., 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings. IEEE Computer Society, p. 76-80 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2021-September).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
15 Citations (Scopus) -
2019
Post-synaptic Potential Regularization Has Potential
Tartaglione, E., Perlo, D. & Grangetto, M., 2019, Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning - 28th International Conference on Artificial Neural Networks, Proceedings. Tetko, I. V., Karpov, P., Theis, F. & Kurková, V. (eds.). Springer Verlag, p. 187-200 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11728 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Citations (Scopus) -
2014
Virtual Reality Interface for Multidisciplinary Physical Analysis of Space Vehicles
Soccini, A. M., Marello, M., Balossino, N., Bar, C., Basso, V., Lucenteforte, M., Perlo, D., Racca, F. & Rocci, L., 2014, 11th Conference and Exhibition of the European Association of Virtual Reality and Augmented Reality, EuroVR 2014. Perret, J., Basso, V., Ferrise, F., Helin, K., Lepetit, V., Ritchie, J., Runde, C., van der Voort, M. & Zachmann, G. (eds.). The Eurographics Association, p. 1-6 6 p. (11th Conference and Exhibition of the European Association of Virtual Reality and Augmented Reality, EuroVR 2014).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
2013
Modificatory provisions detection: A hybrid NLP approach
Gianfelice, D., Lesmo, L., Palmirani, M., Perlo, D. & Radicioni, D. P., 2013, Proceedings of the 14th International Conference on Artificial Intelligence and Law, ICAIL 2013. p. 43-52 10 p. (Proceedings of the International Conference on Artificial Intelligence and Law).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
11 Citations (Scopus)