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Gene prediction by the noise-assisted MEMD and wavelet transform for identifying the protein coding regions

期刊: BIOCYBERNETICS AND BIOMEDICAL ENGINEERING, 2021; 41 (1)

Acknowledgment The authors are highly thankful to the learned reviewers for providing invaluable comments that helped in improving the manuscript.

Detection of subthalamic nucleus using novel higher-order spectra features in microelectrode recordings signals

期刊: BIOCYBERNETICS AND BIOMEDICAL ENGINEERING, 2021; 41 (2)

Successful deep brain stimulation surgery for Parkinson's disease (PD) patients hinges on accurate clustering of the functional regions along the elec......

Development and testing of a wearable passive lower-limb support exoskeleton to support industrial workers

期刊: BIOCYBERNETICS AND BIOMEDICAL ENGINEERING, 2021; 41 (1)

A custom-designed, wearable, lightweight, and passive exoskeleton was proposed to provide gravity support for industrial workers to reduce prevalence ......

Microaneurysm detection in fundus images based on a novel end-to-end convolutional neural network

期刊: BIOCYBERNETICS AND BIOMEDICAL ENGINEERING, 2021; 41 (2)

Microaneurysms are the earliest symptom of diabetic retinopathy and play an important role in the screening of diabetic retinopathy. However, because ......

An adaptive multi-scale network with nonorthogonal multi-union input for reducing false positive of lymph nodes

期刊: BIOCYBERNETICS AND BIOMEDICAL ENGINEERING, 2021; 41 (1)

Lymph node (LN) detection and analysis are of great significance in terms of cancer staging and measuring the effectiveness of treatment. But, it is s......

Numerical study on flow topology and hemodynamics in tortuous coronary artery with symmetrical and asymmetrical stenosis

期刊: BIOCYBERNETICS AND BIOMEDICAL ENGINEERING, 2021; 41 (1)

Tortuosity in coronary artery has been found to be greatly related to the potential sites of stenosis in these last years. Many investigations have be......

Parkinson disease detection using energy direction features based on EMD from voice signal

期刊: BIOCYBERNETICS AND BIOMEDICAL ENGINEERING, 2021; 41 (1)

Voice disorders are one of the incipient symptoms of Parkinson's disease (PD). Recent studies have shown that approximately 90% of PD patients suffer ......

A novel multi-scale convolutional network with attention-based bidirectional gated recurrent unit for atrial fibrillation discrimination

期刊: BIOCYBERNETICS AND BIOMEDICAL ENGINEERING, 2021; 41 (2)

Atrial fibrillation (AF) is a major cardiovascular disease that has affected thousands of indi-viduals worldwide. The electrocardiogram (ECG) is the m......

Sequence-to-sequence deep neural network with spatio-spectro and temporal features for motor imagery classification

期刊: BIOCYBERNETICS AND BIOMEDICAL ENGINEERING, 2021; 41 (1)

Electroencephalography (EEG) is a method of the brain-computer interface (BCI) that measures brain activities. EEG is a method of (non-)invasive recor......

Deep-segmentation of plantar pressure images convolutional neural networks

期刊: BIOCYBERNETICS AND BIOMEDICAL ENGINEERING, 2020; 40 (1)

Comfort shoe-last design relies on the key points of last curvature. Traditional plantar pressure image segmentation methods are limited to their loca......

The selection of wart treatment method based on Synthetic Minority Over-sampling Technique and Axiomatic Fuzzy Set theory

期刊: BIOCYBERNETICS AND BIOMEDICAL ENGINEERING, 2020; 40 (1)

Wart disease is a kind of skin illness that is caused by Human Papillomavirus (HPV). Many medical studies are being carried out with the aid of machin......

Evaluation of electrohysterogram measured from different gestational weeks for recognizing preterm delivery: a preliminary study using random Forest

期刊: BIOCYBERNETICS AND BIOMEDICAL ENGINEERING, 2020; 40 (1)

Developing a computational method for recognizing preterm delivery is important for timely diagnosis and treatment of preterm delivery. The main aim o......

Complex-valued distribution entropy and its application for seizure detection

期刊: BIOCYBERNETICS AND BIOMEDICAL ENGINEERING, 2020; 40 (1)

Embedding entropies are powerful indicators in quantifying the complexity of signal, but most of them are only applicable for real-valued signal and t......

A fully automatic computer-aided diagnosis system for hepatocellular carcinoma using convolutional neural networks

期刊: BIOCYBERNETICS AND BIOMEDICAL ENGINEERING, 2020; 40 (1)

The cancer of liver, which is the leading cause of cancer death, is commonly diagnosed by comparing the changes of gray level of liver tissue in the d......

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