Computers in Biology and Medicine

Title Publication Date Language Citations
Machine learning in medical applications: A review of state-of-the-art methods2022/06/01English135
Deep neural networks for automatic detection of osteoporotic vertebral fractures on CT scans2018/07/01English135
Classification of Alzheimer's disease and prediction of mild cognitive impairment-to-Alzheimer's conversion from structural magnetic resource imaging using feature ranking and a genetic algorithm2017/04/01English133
Automatic detection of atrial fibrillation using stationary wavelet transform and support vector machine2015/05/01English132
Chaos based crossover and mutation for securing DICOM image2016/05/01English132
A computational approach to early sepsis detection2016/07/01English131
A review on the computational approaches for gene regulatory network construction2014/05/01English129
Directional mutation and crossover boosted ant colony optimization with application to COVID-19 X-ray image segmentation2022/09/01English129
An efficient machine learning approach for diagnosis of paraquat-poisoned patients2015/04/01English126
Deep-chest: Multi-classification deep learning model for diagnosing COVID-19, pneumonia, and lung cancer chest diseases2021/05/01English125
Techniques for clustering gene expression data2008/03/01English123
Improving protein-protein interactions prediction accuracy using XGBoost feature selection and stacked ensemble classifier2020/08/01English123
Computer-aided diagnosis of breast cancer based on fine needle biopsy microscopic images2013/10/01English122
Neural network and support vector machine for the prediction of chronic kidney disease: A comparative study2019/06/01English121
Application of deep learning techniques for heartbeats detection using ECG signals-analysis and review2020/05/01English121
Comparing humans and deep learning performance for grading AMD: A study in using universal deep features and transfer learning for automated AMD analysis2017/03/01English120
Classification of benign and malignant masses based on Zernike moments2011/08/01English120
A comparative study of automatic techniques for ocular artifact reduction in spontaneous EEG signals based on clinical target variables: A simulation case2008/03/01English119
Combining classical HRV indices with wavelet entropy measures improves to performance in diagnosing congestive heart failure2007/10/01English119
Endoscope analysis on peristaltic blood flow of Sisko fluid with Titanium magneto-nanoparticles2016/11/01English118
Details of regional particle deposition and airflow structures in a realistic model of human tracheobronchial airways: two-phase flow simulation2016/07/01English118
The impact of pre- and post-image processing techniques on deep learning frameworks: A comprehensive review for digital pathology image analysis2021/01/01English115
A learning method for the class imbalance problem with medical data sets2010/05/01English114
An accurate sleep stages classification system using a new class of optimally time-frequency localized three-band wavelet filter bank2018/07/01English113
Uncertainty quantification in skin cancer classification using three-way decision-based Bayesian deep learning2021/08/01English112
Techniques for automated local activation time annotation and conduction velocity estimation in cardiac mapping2015/10/01English111
Learning representations for the early detection of sepsis with deep neural networks2017/10/01English109
Automatic feature learning using multichannel ROI based on deep structured algorithms for computerized lung cancer diagnosis2017/10/01English109
Effects of degenerated intervertebral discs on intersegmental rotations, intradiscal pressures, and facet joint forces of the whole lumbar spine2013/09/01English109
A Bayesian network decision model for supporting the diagnosis of dementia, Alzheimer׳s disease and mild cognitive impairment2014/08/01English108