13 citations · 27 across the 13 of their papers we have counts for
13 papers
Atrial Septal Defect Detection in Children Based on Ultrasound Video Using Multiple Instances Learning
Yiman Liu, Qiming Huang, Xiaoxiang Han +9
Purpose: Congenital heart defect (CHD) is the most common birth defect. Thoracic echocardiography (TTE) can provide sufficient cardiac structure information, evaluate hemodynamics…
Distortion-Disentangled Contrastive Learning
Jinfeng Wang, Sifan Song, Jionglong Su +1
Self-supervised learning is well known for its remarkable performance in representation learning and various downstream computer vision tasks. Recently, Positive-pair-Only Contrast…
DualStreamFoveaNet: A Dual Stream Fusion Architecture with Anatomical Awareness for Robust Fovea Localization
Sifan Song, Jinfeng Wang, Zilong Wang +4
Accurate fovea localization is essential for analyzing retinal diseases to prevent irreversible vision loss. While current deep learning-based methods outperform traditional ones,…
DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation
Feilong Tang, Qiming Huang, Jinfeng Wang +3
Transformer-based models have been widely demonstrated to be successful in computer vision tasks by modelling long-range dependencies and capturing global representations. However,…
CNN-based Classification Framework for Lung Tissues with Auxiliary Information
Huafeng Hu, Ruijie Ye, Jeyarajan Thiyagalingam +2
Interstitial lung diseases are a large group of heterogeneous diseases characterized by different degrees of alveolitis and pulmonary fibrosis. Accurately diagnosing these diseases…
Stepwise Feature Fusion: Local Guides Global
Jinfeng Wang, Qiming Huang, Feilong Tang +3
Colonoscopy, currently the most efficient and recognized colon polyp detection technology, is necessary for early screening and prevention of colorectal cancer. However, due to the…
A Robust Framework of Chromosome Straightening with ViT-Patch GAN
Sifan Song, Jinfeng Wang, Fengrui Cheng +9
Chromosomes carry the genetic information of humans. They exhibit non-rigid and non-articulated nature with varying degrees of curvature. Chromosome straightening is an important s…
Bilateral-ViT for Robust Fovea Localization
Sifan Song, Kang Dang, Qinji Yu +4
The fovea is an important anatomical landmark of the retina. Detecting the location of the fovea is essential for the analysis of many retinal diseases. However, robust fovea local…
Learning a Skill-sequence-dependent Policy for Long-horizon Manipulation Tasks
Zhihao Li, Zhenglong Sun, Jionglong SU +1
In recent years, the robotics community has made substantial progress in robotic manipulation using deep reinforcement learning (RL). Effectively learning of long-horizon tasks rem…
A Deep Deterministic Policy Gradient-based Strategy for Stocks Portfolio Management
Huanming Zhang, Zhengyong Jiang, Jionglong Su
With the improvement of computer performance and the development of GPU-accelerated technology, trading with machine learning algorithms has attracted the attention of many researc…
A Novel Application of Image-to-Image Translation: Chromosome Straightening Framework by Learning from a Single Image
Sifan Song, Daiyun Huang, Yalun Hu +6
In medical imaging, chromosome straightening plays a significant role in the pathological study of chromosomes and in the development of cytogenetic maps. Whereas different approac…
A new parsimonious method for classifying Cancer Tissue-of-Origin Based on DNA Methylation 450K data
Shen Jia, Yulin Zhang, Yiming Mao +6
DNA methylation is a well-studied genetic modification that regulates gene transcription of Eukaryotes. Its alternations have been recognized as a significant component of cancer d…
Application of Deep Q-Network in Portfolio Management
Ziming Gao, Yuan Gao, Yi Hu +2
Machine Learning algorithms and Neural Networks are widely applied to many different areas such as stock market prediction, face recognition and population analysis. This paper wil…