IEEE

Autoencoder for 4-Dimensional Fiber Orientation Distributions from Diffusion MRI

Abstract: Fiber orientation distributions (FODs) are widely used in connectome analysis based on diffusion MRI. Spherical har-monics (SPHARMs) are often used for the efficient repre-sentation of FODs; ...
IEEE

Enhancing Peer-to-Peer Network Security using 3D Convolutional Autoencoder based Anomaly Detection

Abstract: In this era, Peer-to-Peer (P2P) networks have developed as a revolutionized network for data distribution and alternate to traditional client-server network. The features of P2P networks ...
Scientific Research Publishing

Xu, J., Xiang, L., Liu, Q., Gilmore, H., Wu, J., Tang, J., et al. (2016) Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology Images. IEEE ...

ABSTRACT: Liver cancer is one of the most prevalent and lethal forms of cancer, making early detection crucial for effective treatment. This paper introduces a novel approach for automated liver tumor ...
News Medical

DeepInMiniscope enables high-resolution 3D imaging of brain activity in mice

Researchers at the University of California, Davis, have created a miniaturized microscope for real-time, high-resolution, non-invasive imaging of brain activity in mice. The device is a significant ...