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Convolutional neural networks for structured omics: OmicsCNN and the OmicsConv layer

G. Jurman, V. Maggio, D. Fioravanti, Y. Giarratano, I. Landi, M. Francescatto, C. Agostinelli, M. Chierici, M. De Domenico, and C. Furlanello. arXiv preprint arXiv:1710.05918, (2017)

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Ylenia Chiari

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Convolutional neural networks for structured omics: OmicsCNN and the OmicsConv layerG. Jurman, V. Maggio, D. Fioravanti, Y. Giarratano, I. Landi, M. Francescatto, C. Agostinelli, M. Chierici, M. De Domenico, and C. Furlanello. arXiv preprint arXiv:1710.05918, (2017)Associations Between Retinal Microvasculature Changes and Gray Matter Volume in a Mid-Life Cohort at Risk of Developing Alzheimer's Disease.D. Rashid, Y. Giarratano, C. Hamid, T. MacGillivray, G. Muniz, C. Ritchie, B. Dhillon, M. Reid-Schachter, A. Low, M. Dounavi and 2 other author(s). OMIA@MICCAI, volume 14096 of Lecture Notes in Computer Science, page 1-10. Springer, (2023)Euler Characteristic Surfaces.G. Beltramo, R. Andreeva, Y. Giarratano, M. Bernabeu, R. Sarkar, and P. Skraba. CoRR, (2021)Analysing Optical Coherence Tomography Angiography of Mid-Life Persons at Risk of Developing Alzheimer's Disease Later in Life.D. Rashid, Y. Giarratano, C. Hamid, T. MacGillivray, G. Muniz, C. Ritchie, B. Dhillon, and M. Bernabeu. OMIA@MICCAI, volume 13576 of Lecture Notes in Computer Science, page 12-21. Springer, (2022)A Framework for the Discovery of Retinal Biomarkers in Optical Coherence Tomography Angiography (OCTA).Y. Giarratano, A. Pavel, J. Lian, R. Andreeva, A. Fontanella, R. Sarkar, L. Reid, S. Forbes, D. Pugh, T. Farrah and 4 other author(s). OMIA@MICCAI, volume 12069 of Lecture Notes in Computer Science, page 155-164. Springer, (2020)Automated and Network Structure Preserving Segmentation of Optical Coherence Tomography Angiograms.Y. Giarratano, E. Bianchi, C. Gray, A. Morris, T. MacGillivray, B. Dhillon, and M. Bernabeu. CoRR, (2019)Reproducibility of Retinal Vascular Phenotypes Obtained with Optical Coherence Tomography Angiography: Importance of Vessel Segmentation.D. Rashid, S. Cai, Y. Giarratano, C. Gray, C. Hamid, D. Grewal, T. MacGillivray, S. Fekrat, C. Robbins, S. Soundararajan and 2 other author(s). MIUA, volume 12722 of Lecture Notes in Computer Science, page 238-249. Springer, (2021)DR Detection Using Optical Coherence Tomography Angiography (OCTA): A Transfer Learning Approach with Robustness Analysis.R. Andreeva, A. Fontanella, Y. Giarratano, and M. Bernabeu. OMIA@MICCAI, volume 12069 of Lecture Notes in Computer Science, page 11-20. Springer, (2020)

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Convolutional neural networks for structured omics: OmicsCNN and the OmicsConv layer

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Ylenia Chiari

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Disambiguation of "Giarratano, Ylenia"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Convolutional neural networks for structured omics: OmicsCNN and the OmicsConv layer

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Ylenia Chiari

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Convolutional neural networks for structured omics: OmicsCNN and the OmicsConv layer