A5102988533- Functional Brain Connectivity Studies
- Epilepsy research and treatment
- EEG and Brain-Computer Interfaces
- Glycogen Storage Diseases and Myoclonus
- Glioma Diagnosis and Treatment
- Traditional Chinese Medicine Analysis
- Pancreatic and Hepatic Oncology Research
- Dermatology and Skin Diseases
- Meningioma and schwannoma management
- Neural dynamics and brain function
- Diabetes and associated disorders
- Urticaria and Related Conditions
- Advanced MRI Techniques and Applications
- Cancer-related molecular mechanisms research
- Neurological disorders and treatments
- Brain Metastases and Treatment
- Privacy-Preserving Technologies in Data
- Asthma and respiratory diseases
- Circular RNAs in diseases
- Genetics and Neurodevelopmental Disorders
- Advanced Neuroimaging Techniques and Applications
- Radiomics and Machine Learning in Medical Imaging
The Ohio State University
2024
Hunan Provincial People's Hospital
2012-2022
Taipei Medical University Hospital
2006
Differentiating the types of pediatric posterior fossa tumors on routine imaging may help in preoperative evaluation and guide surgical resection planning. However, qualitative radiologic MR review has limited performance. This study aimed to compare different machine learning approaches classify imaging. retrospective included 288 patients with tumors, including medulloblastoma (n = 111), ependymoma 70), pilocytic astrocytoma 107). Radiomics features were extracted from T2-weighted images,...
Atopic dermatitis (AD) is a common chronically relapsing skin disease associated with the activation of T-helper 2 cells. Recent studies have shown that polymorphisms in genes for interleukin (IL)-4, IL-4 receptor, IL-13, and signal transducer activator 6 (STAT6) may contribute to susceptibility AD. To date, no cytokine gene polymorphism study has been conducted on Chinese patients AD.To determine whether genetic might influence development AD.DNA samples were obtained from 94 186 control...
Benign adult familial myoclonic epilepsy (BAFME) is a rare form of syndrome. The pathogenesis BAFME remains unclear, though it seems to involve dysfunction the cerebellum.The purpose this study was use proton magnetic resonance spectroscopy ((1)H-MRS) investigate whether neurochemical changes underlie abnormal brain function in BAFME.Twelve patients from one family and 12 age- sex-matched healthy controls were enrolled study. ratios NAA/Cr, NAA/Cho, Cho/Cr, NAA/(Cr+Cho) analyzed.The...
Although the Response Assessment in Pediatric Neuro-Oncology (RAPNO) working group has made recommendations for response assessment patients with medulloblastoma (MBL) and leptomeningeal seeding tumors, these criteria have yet to be evaluated. We examined MR imaging clinical data a multicenter retrospective cohort of 269 MBL diagnoses, high grade glioma, embryonal tumor, germ cell or choroid plexus papilloma. Interobserver agreement, objective (OR) rates, progression-free survival (PFS) were...
Clinically diagnosed partial epilepsy is hard to be functionally by regular electroencephalograph (EEG) and conventional magnetic resonance imaging (MRI). By collecting transient brain regional signals, blood oxygenation level-dependent (BOLD) function MRI (BOLD-fMRI) can provide change information with high accuracy. using resting state BOLD-fMRI technique, we aim investigate the changes of in patients.BOLD-fMRI scanning was performed 70 healthy people. data analyzed Regional Homogeneity...
Given the increasing use of federated learning in market and its promising future development prospects, this paper will mainly provide a new model merging method for called The Incremental Average method. After completing local construction using method, customers can upload without waiting. This first introduce background, applications, existing advantages disadvantages remote learning. It then carefully analyze current (FL) frameworks, including formulas methods involved. Following this,...
Cortical tremor/myoclonus is the hallmark feature of benign adult familial myoclonic epilepsy (BAFME), mechanism which remains elusive. A hypothesis that a defective control in preexisting cerebellar-motor loop drives cortical tremor. Meanwhile, basal ganglia system might also participate BAFME. This study aimed to discover structural basis BAFME.Nineteen patients with BAFME type 1 (BAFME1) and 30 matched healthy controls underwent T1-weighted diffusion tensor imaging scans. FreeSurfer...
Objective To explore changes of brain function among patients with partial epilepsy in resting state by using the blood oxygenation level dependent functional magnetic resonance imaging (fMRI) techniques. Methods fMRI scanning was performed 60 and gender, age educational levels matched normal controls. The connectivity analysis applied to calculate default mode network (DMN) resting-state fMRI. SPM5 used analyze differences between two groups(P<0.001, cluster＞50). Results Left...