- Machine learning in biomedical engineering
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Park C, Took CC, Seong JK
- KMID: 2439530
- Biomed Eng Lett.
- 2018 Feb;8(1):1-3.
- doi: 10.1007/s13534-018-0058-3
No abstract available. -
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- The research of sleep staging based on single-lead electrocardiogram and deep neural network
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Wei R, Zhang X, Wang J, Dang X
- KMID: 2439537
- Biomed Eng Lett.
- 2018 Feb;8(1):87-93.
- doi: 10.1007/s13534-017-0044-1
The polysomnogram (PSG) analysis is considered the golden standard for sleep staging under the clinical environment. The electroencephalogram (EEG) signal is the most important signal for classification of sleep stages.... -
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- Automatic heart activity diagnosis based on Gram polynomials and probabilistic neural networks
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Beritelli , Capizzi G, Lo Sciuto , Napoli C, Scaglione
- KMID: 2439536
- Biomed Eng Lett.
- 2018 Feb;8(1):77-85.
- doi: 10.1007/s13534-017-0046-z
The paper proposes a new approach to heart activity diagnosis based on Gram polynomials and probabilistic neural networks (PNN). Heart disease recognition is based on the analysis of phonocardiogram (PCG)... -
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- A computational model of ureteral peristalsis and an investigation into ureteral reflux
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Hosseini G, Ji C, Xu D, Rezaienia , Avital E, Munjiza A, Williams J, Green JS
- KMID: 2439540
- Biomed Eng Lett.
- 2018 Feb;8(1):117-125.
- doi: 10.1007/s13534-017-0053-0
The aim of this study is to create a computational model of the human ureteral system that accurately replicates the peristaltic movement of the ureter for a variety of physiological... -
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- Computer-assisted brain tumor type discrimination using magnetic resonance imaging features
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Iqbal S, Ghani Khan MU, Saba T, Rehman A
- KMID: 2439531
- Biomed Eng Lett.
- 2018 Feb;8(1):5-28.
- doi: 10.1007/s13534-017-0050-3
Medical imaging plays an integral role in the identification, segmentation, and classification of brain tumors. The invention of MRI has opened new horizons for brain-related research. Recently, researchers have shifted... -
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- First demonstration of velocity selective recording from the pig vagus using a nerve cuff shows respiration afferents
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Metcalfe B, Nielsen TN, Donaldson , Hunter AJ, Taylor JT
- KMID: 2439541
- Biomed Eng Lett.
- 2018 Feb;8(1):127-136.
- doi: 10.1007/s13534-017-0054-z
Neural interfaces have great potential to treat disease and disability by modulating the electrical signals within the nervous system. However, whilst neural stimulation is a well-established technique, current neural interfaces... -
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- Obstructive sleep apnoea detection using convolutional neural network based deep learning framework
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Dey D, Chaudhuri , Munshi S
- KMID: 2439538
- Biomed Eng Lett.
- 2018 Feb;8(1):95-100.
- doi: 10.1007/s13534-017-0055-y
This letter presents an automated obstructive sleep apnoea (OSA) detection method with high accuracy, based on a deep learning framework employing convolutional neural network. The proposed work develops a system... -
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- Deep-learning-based automatic computer-aided diagnosis system for diabetic retinopathy
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Mansour RF
- KMID: 2439533
- Biomed Eng Lett.
- 2018 Feb;8(1):41-57.
- doi: 10.1007/s13534-017-0047-y
The high-pace rise in advanced computing and imaging systems has given rise to a new research dimension called computer-aided diagnosis (CAD) system for various biomedical purposes. CAD-based diabetic retinopathy (DR)... -
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- Performance of machine learning methods in diagnosing Parkinson's disease based on dysphonia measures
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Lahmiri S, Dawson DA, Shmuel A
- KMID: 2439532
- Biomed Eng Lett.
- 2018 Feb;8(1):29-39.
- doi: 10.1007/s13534-017-0051-2
Parkinson's disease (PD) is a widespread degenerative syndrome that affects the nervous system. Its early appearing symptoms include tremor, rigidity, and vocal impairment (dysphonia). Consequently, speech indicators are important in... -
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- Multiscale self-quotient filtering for an improved unsupervised retinal blood vessels characterisation
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Relan D, Relan R
- KMID: 2439534
- Biomed Eng Lett.
- 2018 Feb;8(1):59-68.
- doi: 10.1007/s13534-017-0040-5
Digital images often suffer from contrast variability and non-uniform illumination, which seriously affect the evaluation of biomarkers such as the arteriolar to venular ratio. This biomarker provides valuable information about... -
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- Gastrointestinal polyp detection in endoscopic images using an improved feature extraction method
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Billah M, Waheed S
- KMID: 2439535
- Biomed Eng Lett.
- 2018 Feb;8(1):69-75.
- doi: 10.1007/s13534-017-0048-x
Gastrointestinal polyps are treated as the precursors of cancer development. So, possibility of cancers can be reduced at a great extent by early detection and removal of polyps. The most... -
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- Elastography for portable ultrasound
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Shin B, Jeon S, Ryu J, Kwon HJ
- KMID: 2439539
- Biomed Eng Lett.
- 2018 Feb;8(1):101-116.
- doi: 10.1007/s13534-017-0052-1
Portable wireless ultrasound has been emerging as a new ultrasound device due to its unique advantages including small size, lightweight, wireless connectivity and affordability. Modern portable ultrasound devices can offer... -
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