Riccardo De Feo
riccardo.defeo@uef.fi
Publications
9 items-
Convolutional neural networks for the segmentation of small rodent brain MRI
De Feo, Riccardo. 2023. Publications of the University of Eastern Finland. Dissertations in Health Sciences -
Acute Hippocampal Damage as a Prognostic Biomarker for Cognitive Decline but Not for Epileptogenesis after Experimental Traumatic Brain Injury
Manninen, Eppu; Chary, Karthik; De Feo, Riccardo; Hämäläinen, Elina; Andrade, Pedro; Paananen, Tomi; Sierra, Alejandra; Tohka, Jussi; Gröhn, Olli; Pitkänen, Asla. 2022. Biomedicines. 10: -
Automatic Cerebral Hemisphere Segmentation in Rat MRI with Ischemic Lesions via Attention-based Convolutional Neural Networks
Valverde, Juan Miguel; Shatillo, Artem; De Feo, Riccardo; Tohka, Jussi. 2022. Neuroinformatics. 2023; 21: 57-70 -
Convolutional Neural Networks Enable Robust Automatic Segmentation of the Rat Hippocampus in MRI After Traumatic Brain Injury
De Feo, Riccardo; Hämäläinen, Elina; Manninen, Eppu; Immonen, Riikka; Valverde, Juan Miguel; Ndode-Ekane, Xavier Ekolle; Gröhn, Olli; Pitkänen, Asla; Tohka, Jussi. 2022. Frontiers in neurology. 13: . 820267 -
Hippocampal position and orientation as prognostic biomarkers for posttraumatic epileptogenesis: An experimental study in a rat lateral fluid percussion model
De Feo, Riccardo; Manninen, Eppu; Chary, Karthik; Hämäläinen, Elina; Immonen, Riikka; Andrade, Pedro; Ndode‐Ekane, Xavier Ekolle; Gröhn, Olli; Pitkänen, Asla; Tohka, Jussi. 2022. Epilepsia. 63: 1849-1861 -
Automated joint skull-stripping and segmentation with Multi-Task U-Net in large mouse brain MRI databases
De Feo, Riccardo; Shatillo, Artem; Sierra, Alejandra; Valverde, Juan Miguel; Gröhn, Olli; Giove, Federico; Tohka, Jussi. 2021. Neuroimage. 229: 117734 -
Comparing methods of detecting and segmenting unruptured intracranial aneurysms on TOF-MRAS: The ADAM Challenge
Timmins, Kimberley M; van der Schaaf, Irene C; Bennink, Edwin; Ruigrok, Ynte M; An, Xingle; Baumgartner, Michael; Bourdon, Pascal; De Feo, Riccardo; Noto, Tommaso Di; Dubost, Florian; Fava-Sanches, Augusto; Feng, Xue; Giroud, Corentin; Inteneural Group; Hu, Minghui; Jaeger, Paul F; Kaiponen, Juhana; Klimont, Michal; Li, Yuexiang; Li, Hongwei; et al. [incl. Tohka, Jussi]. 2021. Neuroimage. 238: 118216 -
Transfer Learning in Magnetic Resonance Brain Imaging: A Systematic Review
Valverde, Juan Miguel; Imani, Vandad; Abdollahzadeh, Ali; De Feo, Riccardo; Prakash, Mithilesh; Ciszek, Robert; Tohka, Jussi. 2021. Journal of imaging. 7: 66 -
RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion Segmentation
Valverde, Juan Miguel; Shatillo, Artem; De Feo, Riccardo; Gröhn, Olli; Sierra, Alejandra; Tohka, Jussi. 2020. Frontiers in neuroscience. 14: 610239