Semi-supervised deep learning of brain tissue segmentation
Brain image segmentation is of great importance not only for clinical use but also for
neuroscience research. Recent developments in deep neural networks (DNNs) have led to …
neuroscience research. Recent developments in deep neural networks (DNNs) have led to …
Direct quantification of epistemic and aleatoric uncertainty in 3D U-net segmentation
Purpose: To derive a multinomial probability function and quantitative measures of the data
and epistemic uncertainty as direct output of a 3D U-Net segmentation network. Approach: A …
and epistemic uncertainty as direct output of a 3D U-Net segmentation network. Approach: A …
Speaker identification using convolutional neural network for clean and noisy speech samples
AM Jalil, FS Hasan, HA Alabbasi - 2019 first international …, 2019 - ieeexplore.ieee.org
Conventional speaker identification systems require features that are carefully designed to
achieve high identification accuracy rates. With deep learning, these features are learned …
achieve high identification accuracy rates. With deep learning, these features are learned …
Quantifying epistemic and aleatoric uncertainty in 3d u-net segmentation
This work shows a derivation of a multinomial probability function and quantitative measures
of the data and epistemic uncertainty as direct output of a 3D U-Net segmentation network. A …
of the data and epistemic uncertainty as direct output of a 3D U-Net segmentation network. A …
[PDF][PDF] 딥러닝을이용한뇌자기공명영상의정량분석기법
SJ Park, GH Jeong, U Sim, SJ Kim - Communications of the …, 2017 - koreascience.kr
이 있는데, 질병의 초력을 담당하는 주요 뇌 부위인 해마 (Hippocampus) 2 U| Z|||| II]](Entorhinal
cortext)-위에 뇌위축이 관찰되지만, 점차 두정엽, 전두엽등을거쳐 뇌전체로 퍼져 나간다. 이러한 …
cortext)-위에 뇌위축이 관찰되지만, 점차 두정엽, 전두엽등을거쳐 뇌전체로 퍼져 나간다. 이러한 …
[引用][C] Melon yield estimation using UAV images and deep learning
A Kalantar - 2019 - Ben-Gurion University of the Negev