Author details

Full Name

Zhiyong Zhou

Affiliation

ORCID

Career Start Year

2014

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
36725720	Automated unruptured cerebral aneurysms detection in TOF MR angiography images using dual-channel SE-3D UNet: a multi-center research.		2023
36412164	Dual attention guided multiscale neural network trained with curriculum learning for noninvasive prediction of Gleason Grade Group from MRI.		2023
37726780	macJNet: weakly-supervised multimodal image deformable registration using joint learning framework and multi-sampling cascaded MIND.		2023
38083020	Narrow-band loss - a novel loss function focused on target boundary.		2023
37969634	An artificial intelligence-assisted diagnosis modeling software (AIMS) platform based on medical images and machine learning: a development and validation study.		2023
37692840	Multi-phase-combined CECT radiomics models for Fuhrman grade prediction of clear cell renal cell carcinoma.		2023
37343325	Unsupervised registration for liver CT-MR images based on the multiscale integrated spatial-weight module and dual similarity guidance.		2023
37019117	Digital light processing-bioprinted poly-NAGA-GelMA-based hydrogel lenticule for precise refractive errors correction.		2023
37064376	Using radiomics based on multicenter magnetic resonance images to predict isocitrate dehydrogenase mutation status of gliomas.		2023
36932907	Prediction of Renal Function 1 Year After Transplantation Using Machine Learning Methods Based on Ultrasound Radiomics Combined With Clinical and Imaging Features.		2023
36572942	Automated quantitative assessment of pediatric blunt hepatic trauma by deep learning-based CT volumetry.		2022
36046035	Development of an ultrasound-based radiomics nomogram to preoperatively predict Ki-67 expression level in patients with breast cancer.	Front Oncol	2022
36163014	A coarse-to-fine cascade deep learning neural network for segmenting cerebral aneurysms in time-of-flight magnetic resonance angiography.	BioMedical Engineering Online	2022
35127499	MRI Based Radiomics Compared With the PI-RADS V2.1 in the Prediction of Clinically Significant Prostate Cancer: Biparametric vs Multiparametric MRI.	Frontiers in Oncology	2021
33427908	CT-based peritumoral radiomics signatures for malignancy grading of clear cell renal cell carcinoma.	Abdominal Radiology	2021
34459173	[Automatic segmentation of kidney tumor based on cascaded multiscale convolutional neural networks].	Shengwu Yixue Gongchengxue Zazhi/Journal of Biomedical Engineering	2021
34891833	A new machine learning based user-friendly software platform for automatic radiomics modeling and analysis.	Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference	2021
30776671	Grading of hepatocellular carcinoma using 3D SE-DenseNet in dynamic enhanced MR images.	Computers in Biology and Medicine	2019
29903023	Combining SENSE and reduced field-of-view for high-resolution diffusion weighted magnetic resonance imaging.	BioMedical Engineering Online	2018
29880859	Accurate and Robust Non-rigid Point Set Registration using Student's-t Mixture Model with Prior Probability Modeling.	Scientific Reports	2018
27838451	Examining population differences in cerebral morphometry between Chinese and Indian undergraduate students.	Neuroscience Letters	2017
28435046	A multilevel-ROI-features-based machine learning method for detection of morphometric biomarkers in Parkinson's disease.	Neuroscience Letters	2017
28588470	Examining Brain Morphometry Associated with Self-Esteem in Young Adults Using Multilevel-ROI-Features-Based Classification Method.	Frontiers in Computational Neuroscience	2017
24618749	Robust non-rigid point set registration using student's-t mixture model.	PLoS ONE	2014