Adson Silva,Ricardo Farias
Adson Silva
Face recognition (FR) is a less intrusive biometrics technology with various applications, such as security, surveillance, and access control systems. FR remains challenging, especially when there is only a single image per person as a gall...
Advancing Metaverse-Based Healthcare With Multimodal Neuroimaging Fusion Via Multi-Task Adversarial Variational Autoencoder for Brain Age Estimation [0.03%]
基于多模式神经影像融合的多任务对抗变分自编码器在元宇宙医疗中的应用及脑龄估计研究
Muhammad Usman,Azka Rehman,Abdullah Shahid et al.
Muhammad Usman et al.
The metaverse, which integrates physical and virtual realities through technologies such as high-speed internet, virtual and augmented reality, and artificial intelligence (AI), offers transformative prospects across various fields, particu...
Brain Lesion Synthesis via Progressive Adversarial Variational Auto-Encoder [0.03%]
基于渐进对抗变分自编码器的脑病变合成方法
Jiayu Huo,Vejay Vakharia,Chengyuan Wu et al.
Jiayu Huo et al.
Laser interstitial thermal therapy (LITT) is a novel minimally invasive treatment that is used to ablate intracranial structures to treat mesial temporal lobe epilepsy (MTLE). Region of interest (ROI) segmentation before and after LITT woul...
An LSTM-based adversarial variational autoencoder framework for self-supervised neural decoding of behavioral choices [0.03%]
基于LSTM的对抗变分自编码器框架，用于行为选择的无监督神经解码
Shiva Salsabilian,Christian Lee,David Margolis et al.
Shiva Salsabilian et al.
Objective.This paper presents data-driven solutions to address two challenges in the problem of linking neural data and behavior: (1) unsupervised analysis of behavioral data and automatic label generation from behavioral observations, and ...
A deep adversarial variational autoencoder model for dimensionality reduction in single-cell RNA sequencing analysis [0.03%]
一种用于降低单细胞RNA测序分析维度的深度对抗变分自编码模型
Eugene Lin,Sudipto Mukherjee,Sreeram Kannan
Eugene Lin
Background: Single-cell RNA sequencing (scRNA-seq) is an emerging technology that can assess the function of an individual cell and cell-to-cell variability at the single cell level in an unbiased manner. Dimensionality r...