A multilayer perceptron based smart pathological brain detection system by fractional Fourier entropy

Y Zhang, Y Sun, P Phillips, G Liu, X Zhou… - Journal of medical …, 2016 - Springer
This work aims at developing a novel pathological brain detection system (PBDS) to assist
neuroradiologists to interpret magnetic resonance (MR) brain images. We simplify this …

A comprehensive benchmarking of a U-Net based model for midbrain auto-segmentation on transcranial sonography

H Kang, W Zhang, S Li, X Wang, Y Sun, X Sun… - Computer Methods and …, 2025 - Elsevier
Background and objective Transcranial sonography-based grading of Parkinson's Disease
has gained increasing attention in recent years, and it is currently used for assistive …

Transcranioplasty ultrasound through a sonolucent cranial implant made of polymethyl methacrylate: phantom study comparing ultrasound, computed tomography …

M Belzberg, NB Shalom, A Lu, E Yuhanna… - Journal of …, 2019 - journals.lww.com
Background: Current methods of transcranial diagnostic ultrasound imaging are limited by
the skull's acoustic properties. Craniotomy, craniectomy, and cranioplasty procedures …

Attention-enhanced dilated convolution for Parkinson's disease detection using transcranial sonography

S Chen, Y Shi, L Wan, J Liu, Y Wan, H Jiang… - BioMedical Engineering …, 2024 - Springer
Background Transcranial sonography (TCS) plays a crucial role in diagnosing Parkinson's
disease. However, the intricate nature of TCS pathological features, the lack of consistent …

Multiple empirical kernel mapping based broad learning system for classification of Parkinson's disease with transcranial sonography

L Shen, J Shi, B Gong, Y Zhang, Y Dong… - 2018 40th Annual …, 2018 - ieeexplore.ieee.org
Transcranial sonography (TCS) has become more popular for diagnosis of Parkinson's
disease (PD), and the TCS-based computer-aided diagnosis (CAD) for PD also attracts …

An improved deep polynomial network algorithm for transcranial sonography–based diagnosis of parkinson's disease

L Shen, J Shi, Y Dong, S Ying, Y Peng, L Chen… - Cognitive …, 2020 - Springer
Transcranial sonography (TCS) is a valid neuroimaging tool for the diagnosis of Parkinson's
disease (PD). The TCS-based computer-aided diagnosis (CAD) has attracted increasing …

Transcranial ultrasonographic image analysis system for decision support in parkinson disease

A Sakalauskas, V Špečkauskienė… - … of Ultrasound in …, 2018 - Wiley Online Library
Objectives Transcranial ultrasonography (US) is a relatively new neuroimaging modality
proposed for early diagnostics of Parkinson disease (PD). The main limitation of transcranial …

Multiple kernel learning based classification of Parkinson's disease with multi-modal transcranial sonography

J Shi, M Yan, Y Dong, X Zheng… - 2018 40th Annual …, 2018 - ieeexplore.ieee.org
Parkinson's Disease (PD) is the most common motor neurodegenerative disease in elderly
population. Transcranial sonography (TCS) has become a popular imaging tool for …

[PDF][PDF] Impact of region of interest size on transcranial sonography based computer-aided diagnosis for Parkinson's disease

X Fei, Y Dong, H An, Q Zhang, Y Zhang, J Shi - Math. Biosci. Eng, 2019 - aimspress.com
Transcranial sonography (TCS) has gained increasing application for diagnosis of
Parkinson's disease (PD) in clinical practice in recent years, because most PD patients …

Transcranial sonography based diagnosis of parkinson's disease via Cascaded kernel rvfl+

Z Xue, J Shi, Y Dai, Y Dong, Q Zhang… - 2018 40th Annual …, 2018 - ieeexplore.ieee.org
The transcranial sonography (TCS) based computer-aided diagnosis (CAD) for Parkinson's
disease (PD) has attracted considerable attention. The learning using privileged information …