日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

A 3D deep learning model to predict the diagnosis of dementia with Lewy bodies, Alzheimer's disease, and mild cognitive impairment using brain 18F-FDG PET

利用脑部 18F-FDG PET 数据,构建 3D 深度学习模型预测路易体痴呆、阿尔茨海默病和轻度认知障碍的诊断。

Etminani, Kobra; Soliman, Amira; Davidsson, Anette; Chang, Jose R; Martínez-Sanchis, Begoña; Byttner, Stefan; Camacho, Valle; Bauckneht, Matteo; Stegeran, Roxana; Ressner, Marcus; Agudelo-Cifuentes, Marc; Chincarini, Andrea; Brendel, Matthias; Rominger, Axel; Bruffaerts, Rose; Vandenberghe, Rik; Kramberger, Milica G; Trost, Maja; Nicastro, Nicolas; Frisoni, Giovanni B; Lemstra, Afina W; van Berckel, Bart N M; Pilotto, Andrea; Padovani, Alessandro; Morbelli, Silvia; Aarsland, Dag; Nobili, Flavio; Garibotto, Valentina; Ochoa-Figueroa, Miguel

Adopting transfer learning for neuroimaging: a comparative analysis with a custom 3D convolution neural network model

将迁移学习应用于神经影像:与定制的3D卷积神经网络模型的比较分析

Soliman, Amira; Chang, Jose R; Etminani, Kobra; Byttner, Stefan; Davidsson, Anette; Martínez-Sanchis, Begoña; Camacho, Valle; Bauckneht, Matteo; Stegeran, Roxana; Ressner, Marcus; Agudelo-Cifuentes, Marc; Chincarini, Andrea; Brendel, Matthias; Rominger, Axel; Bruffaerts, Rose; Vandenberghe, Rik; Kramberger, Milica G; Trost, Maja; Nicastro, Nicolas; Frisoni, Giovanni B; Lemstra, Afina W; Berckel, Bart N M van; Pilotto, Andrea; Padovani, Alessandro; Morbelli, Silvia; Aarsland, Dag; Nobili, Flavio; Garibotto, Valentina; Ochoa-Figueroa, Miguel