Managing Demographic Transitions: A Comprehensive Analysis of China's Path to Economic Sustainability

no code implementations • 19 Dec 2023 • Yuxin Hu

This article presents an analysis of China's economic evolution amidst demographic changes from 1990 to 2050, offering valuable insights for academia and policymakers.

SRDTI: Deep learning-based super-resolution for diffusion tensor MRI

1 code implementation • 17 Feb 2021 • Qiyuan Tian, Ziyu Li, Qiuyun Fan, Chanon Ngamsombat, Yuxin Hu, Congyu Liao, Fuyixue Wang, Kawin Setsompop, Jonathan R. Polimeni, Berkin Bilgic, Susie Y. Huang

High-resolution diffusion tensor imaging (DTI) is beneficial for probing tissue microstructure in fine neuroanatomical structures, but long scan times and limited signal-to-noise ratio pose significant barriers to acquiring DTI at sub-millimeter resolution.

Super-Resolution

Deep Stock Representation Learning: From Candlestick Charts to Investment Decisions

1 code implementation • 12 Sep 2017 • Guosheng Hu, Yuxin Hu, Kai Yang, Zehao Yu, Flood Sung, Zhihong Zhang, Fei Xie, Jianguo Liu, Neil Robertson, Timothy Hospedales, Qiangwei Miemie

We propose a novel investment decision strategy (IDS) based on deep learning.

Computational Finance

An Aerial Image Recognition Framework using Discrimination and Redundancy Quality Measure

no code implementations • 6 Oct 2014 • Yuxin Hu, Luming Zhang

Aerial image categorization plays an indispensable role in remote sensing and artificial intelligence.

Image Categorization