Zobrazeno 1 - 10
of 68
pro vyhledávání: '"Leung, FHF"'
INTRODUCTION: Obstructive sleep apnea (OSA) can cause serious health problems such as hypertension or cardiovascular disease. The manual detection of apnea is a time-consuming task, and automatic diagnosis is much more desirable. The contribution of
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______363::e8ec3b41a579f33dbb16267c60dea9ad
https://hdl.handle.net/10453/159603
https://hdl.handle.net/10453/159603
Autor:
Huang, Z, Zhao, R, Leung, FHF, Banerjee, Sunetra, Lee, TT-Y, Yang, D, Lun, DPK, Lam, K-M, Zheng, Y-P, Ling, SH
Volume Projection Imaging from ultrasound data is a promising technique to visualize spine features and diagnose Adolescent Idiopathic Scoliosis. In this paper, we present a novel multi-task framework to reduce the scan noise in volume projection ima
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______363::50b79bd5434e41001ccd5f312965008c
https://hdl.handle.net/10453/153902
https://hdl.handle.net/10453/153902
Autor:
Huang, Z, Zhao, R, Leung, FHF, Lam, KM, Ling, SH, Lyu, J, Banerjee, Sunetra, Lee, TTY, Yang, D, Zheng, YP
Ultrasound volume projection imaging (VPI) has shown to be appealing from a clinical perspective, because of its harmlessness, flexibility, and efficiency in scoliosis assessment. However, the limitations in hardware devices degrade the resultant ima
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______363::2519047b1d9a0659d457243be3c90d80
https://hdl.handle.net/10453/150505
https://hdl.handle.net/10453/150505
Autor:
Lyu, J, Bi, X, Banerjee, Sunetra, Huang, Z, Leung, FHF, Lee, TT-Y, Yang, D-D, Zheng, Y-P, Ling, SH
3D ultrasound imaging has become one of the common diagnosis ways to assess scoliosis since it is radiation-free, real-time, and low-cost. Spine curvature angle measurement is an important step to assess scoliosis precisely. One way to calculate the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______363::81f19dbb6c79275ff030865bd2f722ab
https://hdl.handle.net/10453/150504
https://hdl.handle.net/10453/150504
Autor:
Zhao, R, Huang, Z, Liu, T, Leung, FHF, Ling, SH, Yang, D, Lee, TTY, Lun, DPK, Zheng, YP, Lam, KM
Automatic spine segmentation, based on ultrasound volume projection imaging (VPI), is of great value in clinical applications to diagnose scoliosis in teenagers. In this paper, we propose a novel framework to improve the segmentation accuracy on spin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______363::8392172694a15cbaae9e78474ee9f5d6
https://hdl.handle.net/10453/158091
https://hdl.handle.net/10453/158091
Autor:
Huang, Z, Wang, L-W, Leung, FHF, Banerjee, Sunetra, Yang, D, Lee, T, Lyu, J, Ling, SH, Zheng, Y-P
3D ultrasound imaging shows great promise for scoliosis diagnosis thanks to its low-costing, radiation-free and real-time characteristics. The key to accessing scoliosis by ultrasound imaging is to accurately segment the bone area and measure the sco
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______363::15db261d356141dc6d30b926a34f285c
https://hdl.handle.net/10453/145464
https://hdl.handle.net/10453/145464
© 2018 Imbalanced datasets are commonly encountered in real-world classification problems. Many machine learning algorithms are originally designed for well-balanced datasets, therefore re-sampling has become an important step to pre-process imbalan
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______363::b7e61e20e451c612ad7ba54df11faddb
https://hdl.handle.net/10453/128105
https://hdl.handle.net/10453/128105
© 2016 IEEE. Multi-clustering has been widely used. It acts as a pre-training process for identifying protein-ligand binding in structure-based drug design. Then, the Support Vector Machine (SVM) is employed to classify the sites most likely for bin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______363::853d0a717bd724274bb17cb2c572af39
https://hdl.handle.net/10453/80681
https://hdl.handle.net/10453/80681
© 2015 Elsevier Ltd. This paper presents a novel fuzzy particle swarm optimization with cross-mutated (FPSOCM) operation, where a fuzzy logic system developed based on the knowledge of swarm intelligence is proposed to determine the inertia weight f
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______363::4f01b6e46e609a3754dd73a9e21c0ef8
https://hdl.handle.net/10453/34710
https://hdl.handle.net/10453/34710
In this paper, an intelligent swarm based-wavelet neural network for affective mobile designed is presented. The contribution on this paper is to develop a new intelligent particle swarm optimization (iPSO), where a fuzzy logic system developed based
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______363::6680c4a4c1e7cff935f4f3d747a381cc
https://hdl.handle.net/10453/33126
https://hdl.handle.net/10453/33126