User profiles for Wentao Zhu

Wentao Zhu

- Verified email at uci.edu - Cited by 4936

wentao zhu

- Verified email at cau.edu.cn - Cited by 4706

AnatomyNet: deep learning for fast and fully automated whole‐volume segmentation of head and neck anatomy

W Zhu, Y Huang, L Zeng, X Chen, Y Liu, Z Qian… - Medical …, 2019 - Wiley Online Library
Purpose Radiation therapy (RT) is a common treatment option for head and neck (HaN)
cancer. An important step involved in RT planning is the delineation of organs‐at‐risks (OARs) …

Co-occurrence feature learning for skeleton based action recognition using regularized deep LSTM networks

W Zhu, C Lan, J Xing, W Zeng, Y Li, L Shen… - Proceedings of the AAAI …, 2016 - ojs.aaai.org
Skeleton based action recognition distinguishes human actions using the trajectories of
skeleton joints, which provide a very good representation for describing actions. Considering …

Deeplung: Deep 3d dual path nets for automated pulmonary nodule detection and classification

W Zhu, C Liu, W Fan, X Xie - 2018 IEEE winter conference on …, 2018 - ieeexplore.ieee.org
In this work, we present a fully automated lung computed tomography (CT) cancer
diagnosis system, DeepLung. DeepLung consists of two components, nodule detection (identifying …

Deep multi-instance networks with sparse label assignment for whole mammogram classification

W Zhu, Q Lou, YS Vang, X Xie - … , Quebec City, QC, Canada, September 11 …, 2017 - Springer
Mammogram classification is directly related to computer-aided diagnosis of breast cancer.
Traditional methods rely on regions of interest (ROIs) which require great efforts to annotate. …

Improvement of cycle property of sulfur-coated multi-walled carbon nanotubes composite cathode for lithium/sulfur batteries

L Yuan, H Yuan, X Qiu, L Chen, W Zhu - Journal of Power Sources, 2009 - Elsevier
A novel sulfur-coated multi-walled carbon nanotubes composite material (S-coated-MWCNTs)
was prepared through capillarity between the sulfur and multi-walled carbon nanotubes. …

High Volumetric Capacity of Hollow Structured SnO2@Si Nanospheres for Lithium-Ion Batteries

T Ma, X Yu, H Li, W Zhang, X Cheng, W Zhu, X Qiu - Nano letters, 2017 - ACS Publications
A novel design of hollow structured SnO 2 @Si nanospheres was presented, which not only
demonstrates high volumetric capacity as anode of LIBs, but also prevents aggregation of …

Adversarial deep structured nets for mass segmentation from mammograms

W Zhu, X Xiang, TD Tran, GD Hager… - 2018 IEEE 15th …, 2018 - ieeexplore.ieee.org
Mass segmentation provides effective morphological features which are important for mass
diagnosis. In this work, we propose a novel end-to-end network for mammographic mass …

Effects of nano-scale TiO2, ZnO and their bulk counterparts on zebrafish: acute toxicity, oxidative stress and oxidative damage

D Xiong, T Fang, L Yu, X Sima, W Zhu - Science of the Total environment, 2011 - Elsevier
The acute toxicity and oxidative effects of nano-scale titanium dioxide, zinc oxide and their
bulk counterparts in zebrafish were studied. It was found that although the size distribution of …

Monai: An open-source framework for deep learning in healthcare

…, V Nath, Y He, Z Xu, A Hatamizadeh, W Zhu… - arXiv preprint arXiv …, 2022 - arxiv.org
Artificial Intelligence (AI) is having a tremendous impact across most areas of science.
Applications of AI in healthcare have the potential to improve our ability to detect, diagnose, …

[HTML][HTML] Metagenomic analysis of the stool microbiome in patients receiving allogeneic stem cell transplantation: loss of diversity is associated with use of systemic …

…, C Hundsrucker, J Koestler, K Peter, W Zhu… - Biology of Blood and …, 2014 - Elsevier
Next-generation sequencing of the hypervariable V3 region of the 16s rRNA gene isolated
from serial stool specimens collected from 31 patients receiving allogeneic stem cell …