Author details

Full Name

Yakang Dai

Affiliation

ORCID

Career Start Year

2006

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
37064376	Using radiomics based on multicenter magnetic resonance images to predict isocitrate dehydrogenase mutation status of gliomas.		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
37692840	Multi-phase-combined CECT radiomics models for Fuhrman grade prediction of clear cell renal cell carcinoma.		2023
37094717	Integration of simultaneous fMRI and EEG source localization in emotional decision problems.		2023
37343325	Unsupervised registration for liver CT-MR images based on the multiscale integrated spatial-weight module and dual similarity guidance.		2023
37028281	A Cross-Space CNN With Customized Characteristics for Motor Imagery EEG Classification.		2023
36899543	A multi-feature fusion decoding study for unilateral upper-limb fine motor imagery.		2023
34757107	Self-paced learning and privileged information based KRR classification algorithm for diagnosis of Parkinson's disease.	Neuroscience Letters	2022
36046035	Development of an ultrasound-based radiomics nomogram to preoperatively predict Ki-67 expression level in patients with breast cancer.	Front Oncol	2022
35842194	Automatic macaque brain segmentation based on 7T MRI.	Magnetic Resonance Imaging	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
35380976	Whole-Brain Dynamic Resting-State Functional Network Analysis in Benign Epilepsy With Centrotemporal Spikes.	IEEE Journal of Biomedical and Health Informatics	2022
36216169	Detection of mild cognitive impairment in type 2 diabetes mellitus based on machine learning using privileged information.	Neuroscience Letters	2022
35877795	Multilevel Feature Learning Method for Accurate Interictal Epileptiform Spike Detection.	IEEE Transactions on Neural Systems and Rehabilitation Engineering	2022
35872383	CDFRegNet: A cross-domain fusion registration network for CT-to-CBCT image registration.	Computer Methods and Programs in Biomedicine	2022
36575074	[Multi-task motor imagery electroencephalogram classification based on adaptive time-frequency common spatial pattern combined with convolutional neural network].		2022
36572942	Automated quantitative assessment of pediatric blunt hepatic trauma by deep learning-based CT volumetry.		2022
34252532	Improving MRI-based analysis of brain structural changes in patients with hypertension via a privileged information learning algorithm.	Methods	2022
35272587	Multiview Feature Fusion Representation for Interictal Epileptiform Spikes Detection.		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
33579302	Analyzing brain structural differences among undergraduates with different grades of self-esteem using multiple anatomical brain network.	BioMedical Engineering Online	2021
33427908	CT-based peritumoral radiomics signatures for malignancy grading of clear cell renal cell carcinoma.	Abdominal Radiology	2021
34869011	Integrated CT Radiomics Features Could Enhance the Efficacy of F-FET PET for Non-Invasive Isocitrate Dehydrogenase Genotype Prediction in Adult Untreated Gliomas: A Retrospective Cohort Study.	Frontiers in Oncology	2021
34459173	[Automatic segmentation of kidney tumor based on cascaded multiscale convolutional neural networks].	Shengwu Yixue Gongchengxue Zazhi/Journal of Biomedical Engineering	2021
34970886	[Intelligence-aided diagnosis of Parkinson's disease with rapid eye movement sleep behavior disorder based on few-channel electroencephalogram and time-frequency deep network].	Shengwu Yixue Gongchengxue Zazhi/Journal of Biomedical Engineering	2021
34891941	Self-Paced Learning and Privileged Information based Cascaded Multi-column Classification algorithm for ASD diagnosis.	Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference	2021
31940514	Locally Adaptive Total p-Variation Regularization for Non-Rigid Image Registration With Sliding Motion.	IEEE Transactions on Biomedical Engineering	2020
31730272	Altered putamen and cerebellum connectivity among different subtypes of Parkinson's disease.	CNS Neuroscience and Therapeutics	2020
30776671	Grading of hepatocellular carcinoma using 3D SE-DenseNet in dynamic enhanced MR images.	Computers in Biology and Medicine	2019
31881897	Analyzing brain structural differences associated with categories of blood pressure in adults using empirical kernel mapping-based kernel ELM.	BioMedical Engineering Online	2019
30582522	Cascaded Multi-Column RVFL+ Classifier for Single-Modal Neuroimaging-Based Diagnosis of Parkinson's Disease.	IEEE Transactions on Biomedical Engineering	2019
30892206	Crossbar-Net: A Novel Convolutional Neural Network for Kidney Tumor Segmentation in CT Images.		2019
29415726	Advances in intelligent diagnosis methods for pulmonary ground-glass opacity nodules.	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
30440462	Transcranial Sonography Based Diagnosis Of Parkinson's Disease Via Cascaded Kernel RVFL.	Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference	2018
30583319	[Computer-aided diagnosis of Parkinson's disease based on the stacked deep polynomial networks ensemble learning framework].	Shengwu Yixue Gongchengxue Zazhi/Journal of Biomedical Engineering	2018
29903023	Combining SENSE and reduced field-of-view for high-resolution diffusion weighted magnetic resonance imaging.	BioMedical Engineering Online	2018
29938938	[Prediction of seizures in sleep based on power spectrum].	Shengwu Yixue Gongchengxue Zazhi/Journal of Biomedical Engineering	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
28086888	Non-rigid MR-TRUS image registration for image-guided prostate biopsy using correlation ratio-based mutual information.	BioMedical Engineering Online	2017
26082637	Cognitive impairment in generalized anxiety disorder revealed by event-related potential N270.		2015
26306652	Cerebral alterations of type 2 diabetes mellitus on MRI: A pilot study.	Neuroscience Letters	2015
24618749	Robust non-rigid point set registration using student's-t mixture model.	PLoS ONE	2014
25227034	Spherical operator classification for coronary artery extraction.	Bio-Medical Materials and Engineering	2014
23577105	aBEAT: a toolbox for consistent analysis of longitudinal adult brain MRI.	PLoS One	2013
23762199	Volume-rendering-based interactive 3D measurement for quantitative analysis of 3D medical images.	Computational and Mathematical Methods in Medicine	2013
23055044	iBEAT: A toolbox for infant brain magnetic resonance image processing.	Neuroinformatics	2013