Biocybernetics and Biomedical Engineering

Papers
(The TQCC of Biocybernetics and Biomedical Engineering is 19. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-10-01 to 2024-10-01.)
ArticleCitations
Automatic Detection of Coronavirus Disease (COVID-19) in X-ray and CT Images: A Machine Learning Based Approach223
A deep learning approach to detect Covid-19 coronavirus with X-Ray images216
Transfer learning techniques for medical image analysis: A review154
Computer-aided detection of COVID-19 from X-ray images using multi-CNN and Bayesnet classifier129
EMGHandNet: A hybrid CNN and Bi-LSTM architecture for hand activity classification using surface EMG signals70
Epileptic seizure prediction using scalp electroencephalogram signals63
A machine learning model for supporting symptom-based referral and diagnosis of bronchitis and pneumonia in limited resource settings61
The internet of medical things and artificial intelligence: trends, challenges, and opportunities57
Automatic identification of respiratory diseases from stethoscopic lung sound signals using ensemble classifiers56
Diagnosis of Parkinson's disease based on SHAP value feature selection55
SVIA dataset: A new dataset of microscopic videos and images for computer-aided sperm analysis54
Automated detection of cybersecurity attacks in healthcare systems with recursive feature elimination and multilayer perceptron optimization54
Detection of Parkinson’s disease using automated tunable Q wavelet transform technique with EEG signals53
A survey on image segmentation of blood and bone marrow smear images with emphasis to automated detection of Leukemia52
Automated detection of COVID-19 from CT scan using convolutional neural network51
Detection of pneumonia using convolutional neural networks and deep learning49
Application of Artificial Intelligence techniques for the detection of Alzheimer’s disease using structural MRI images49
Automated COVID-19 detection from X-ray and CT images with stacked ensemble convolutional neural network48
Blood glucose prediction model for type 1 diabetes based on artificial neural network with time-domain features47
A deep learning-based COVID-19 automatic diagnostic framework using chest X-ray images45
Parkinson disease detection using energy direction features based on EMD from voice signal45
FractalCovNet architecture for COVID-19 Chest X-ray image Classification and CT-scan image Segmentation45
Artificial Intelligence and Machine Learning in Emergency Medicine44
A method for segmentation of tumors in breast ultrasound images using the variant enhanced deep learning43
Automatic cardiac arrhythmia classification based on hybrid 1-D CNN and Bi-LSTM model43
A Novel Approach for Coronary Artery Disease Diagnosis using Hybrid Particle Swarm Optimization based Emotional Neural Network42
Prostate lesion segmentation in MR images using radiomics based deeply supervised U-Net42
Automated segmentation of optic disc and optic cup for glaucoma assessment using improved UNET++ architecture42
Prediction of drug response in major depressive disorder using ensemble of transfer learning with convolutional neural network based on EEG40
An automated skin melanoma detection system with melanoma-index based on entropy features38
A comprehensive survey on low-cost ECG acquisition systems: Advances on design specifications, challenges and future direction38
Gastric histopathology image segmentation using a hierarchical conditional random field38
Hand movement recognition from sEMG signals using Fourier decomposition method38
Ocular artifact elimination from electroencephalography signals: A systematic review38
Automated diagnosis of depression from EEG signals using traditional and deep learning approaches: A comparative analysis37
An improved cardiac arrhythmia classification using an RR interval-based approach37
End-to-end deep learning approach for Parkinson’s disease detection from speech signals37
Development and testing of a wearable passive lower-limb support exoskeleton to support industrial workers36
Fabrication and properties of βTCP/Zeolite/Gelatin scaffold as developed scaffold in bone regeneration: in vitro and in vivo studies35
Classification of breast cancer from histopathology images using an ensemble of deep multiscale networks35
Breast cancer detection from histopathology images using modified residual neural networks35
Detection of pseudo brain tumors via stacked LSTM neural networks using MR spectroscopy signals33
Deep learning on ultrasound images of thyroid nodules31
Classification of lung nodule malignancy in computed tomography imaging utilising generative adversarial networks and semi-supervised transfer learning30
An improved framework for Parkinson’s disease prediction using Variational Mode Decomposition-Hilbert spectrum of speech signal30
COVID-19 detection on chest X-ray images using Homomorphic Transformation and VGG inspired deep convolutional neural network30
Development of novel ensemble model using stacking learning and evolutionary computation techniques for automated hepatocellular carcinoma detection30
DeepBreastNet: A novel and robust approach for automated breast cancer detection from histopathological images28
BAED: A secured biometric authentication system using ECG signal based on deep learning techniques28
SpEC: A system for patient specific ECG beat classification using deep residual network28
Automated detection of driver fatigue from electroencephalography through wavelet-based connectivity27
Signal-piloted processing metaheuristic optimization and wavelet decomposition based elucidation of arrhythmia for mobile healthcare27
Balance and stability issues in lower extremity exoskeletons: A systematic review27
Voice disorder classification using speech enhancement and deep learning models26
Deep learning and machine learning techniques to improve hand movement classification in myoelectric control system25
Dual-channel asymmetric convolutional neural network for an efficient retinal blood vessel segmentation in eye fundus images25
Capsule network assisted electrocardiogram classification model for smart healthcare25
ECG signals-based automated diagnosis of congestive heart failure using Deep CNN and LSTM architecture25
EEG based alcoholism detection by oscillatory modes decomposition second order difference plots and machine learning25
Simulation analysis for optimal design of pneumatic bellow actuators for soft-robotic glove24
Channel based epilepsy seizure type detection from electroencephalography (EEG) signals with machine learning techniques24
Microaneurysm detection in fundus images based on a novel end-to-end convolutional neural network23
A comparative analysis of automatic classification and grading methods for knee osteoarthritis focussing on X-ray images23
Generative adversarial network and convolutional neural network-based EEG imbalanced classification model for seizure detection22
Blood glucose prediction with deep neural networks using weighted decision level fusion22
Optimal EEG channels selection for alcoholism screening using EMD domain statistical features and harmony search algorithm22
Automated detection of abnormal heart sound signals using Fano-factor constrained tunable quality wavelet transform22
Identification of antioxidant proteins using a discriminative intelligent model of k-space amino acid pairs based descriptors incorporating with ensemble feature selection21
A combination of statistical parameters for epileptic seizure detection and classification using VMD and NLTWSVM21
AutoCovNet: Unsupervised feature learning using autoencoder and feature merging for detection of COVID-19 from chest X-ray images21
SCovNet: A skip connection-based feature union deep learning technique with statistical approach analysis for the detection of COVID-1921
Hyp-Net: Automated detection of hypertension using deep convolutional neural network and Gabor transform techniques with ballistocardiogram signals20
Fourier transform-based data augmentation in deep learning for diabetic foot thermograph classification20
A deep learning framework for the detection of Plus disease in retinal fundus images of preterm infants20
Automated diagnosis of COVID stages from lung CT images using statistical features in 2-dimensional flexible analytic wavelet transform20
Computational methods for automated mitosis detection in histopathology images: A review20
Extreme gradient boosting machine learning method for predicting medical treatment in patients with acute bronchiolitis20
A smart IoT-enabled heart disease monitoring system using meta-heuristic-based Fuzzy-LSTM model20
Multi-class nucleus detection and classification using deep convolutional neural network with enhanced high dimensional dissimilarity translation model on cervical cells19
Compact convolutional neural network (CNN) based on SincNet for end-to-end motor imagery decoding and analysis19
Computerized lung sound based classification of asthma and chronic obstructive pulmonary disease (COPD)19
A novel end-to-end deep learning approach for cancer detection based on microscopic medical images19
Ultrasound spine image segmentation using multi-scale feature fusion Skip-Inception U-Net (SIU-Net)19
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