OOIR: Observatory of International Research

Papers

(The TQCC of Biocybernetics and Biomedical Engineering is 18. 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 2020-04-01 to 2024-04-01.)

Article	Citations
A deep learning approach to detect Covid-19 coronavirus with X-Ray images	205
Automatic Detection of Coronavirus Disease (COVID-19) in X-ray and CT Images: A Machine Learning Based Approach	194
A review of fabrication polymer scaffolds for biomedical applications using additive manufacturing techniques	145
A comparative analysis of signal processing and classification methods for different applications based on EEG signals	126
Computer-aided detection of COVID-19 from X-ray images using multi-CNN and Bayesnet classifier	124
Comparison of different feature extraction methods for EEG-based emotion recognition	111
Detection of brain tumors from MRI images base on deep learning using hybrid model CNN and NADE	109
Biodegradable bone implants in orthopedic applications: a review	104
Transfer learning techniques for medical image analysis: A review	89
Optimization driven Deep Convolution Neural Network for brain tumor classification	87
A deep Residual U-Net convolutional neural network for automated lung segmentation in computed tomography images	86
A machine learning approach to epileptic seizure prediction using Electroencephalogram (EEG) Signal	76
Schizophrenia detection using MultivariateEmpirical Mode Decomposition and entropy measures from multichannel EEG signal	73
Modified U-Net architecture for semantic segmentation of diabetic retinopathy images	67
Classification of epileptic EEG signals using PSO based artificial neural network and tunable-Q wavelet transform	58
Epileptic seizure prediction using scalp electroencephalogram signals	57
A machine learning model for supporting symptom-based referral and diagnosis of bronchitis and pneumonia in limited resource settings	56
Automatic identification of respiratory diseases from stethoscopic lung sound signals using ensemble classifiers	52
A novel automation-assisted cervical cancer reading method based on convolutional neural network	50
Automated detection of COVID-19 from CT scan using convolutional neural network	47
EMGHandNet: A hybrid CNN and Bi-LSTM architecture for hand activity classification using surface EMG signals	47
SVIA dataset: A new dataset of microscopic videos and images for computer-aided sperm analysis	45
A survey on image segmentation of blood and bone marrow smear images with emphasis to automated detection of Leukemia	45
Detection of Parkinson’s disease using automated tunable Q wavelet transform technique with EEG signals	44
A deep learning-based COVID-19 automatic diagnostic framework using chest X-ray images	41

Spectral entropy and deep convolutional neural network for ECG beat classification	41
FractalCovNet architecture for COVID-19 Chest X-ray image Classification and CT-scan image Segmentation	41
Application of Artificial Intelligence techniques for the detection of Alzheimer’s disease using structural MRI images	41
Parkinson disease detection using energy direction features based on EMD from voice signal	40
Prostate lesion segmentation in MR images using radiomics based deeply supervised U-Net	39
Automated COVID-19 detection from X-ray and CT images with stacked ensemble convolutional neural network	39
Multi-path convolutional neural network in fundus segmentation of blood vessels	39
Deep back propagation–long short-term memory network based upper-limb sEMG signal classification for automated rehabilitation	38
Diagnosis of Attention Deficit Hyperactivity Disorder with combined time and frequency features	38
Blood glucose prediction model for type 1 diabetes based on artificial neural network with time-domain features	38
A method for segmentation of tumors in breast ultrasound images using the variant enhanced deep learning	37
The internet of medical things and artificial intelligence: trends, challenges, and opportunities	35
Automatic cardiac arrhythmia classification based on hybrid 1-D CNN and Bi-LSTM model	34
Gastric histopathology image segmentation using a hierarchical conditional random field	34
Automated segmentation of optic disc and optic cup for glaucoma assessment using improved UNET++ architecture	33
Artificial Intelligence and Machine Learning in Emergency Medicine	33
Prediction of drug response in major depressive disorder using ensemble of transfer learning with convolutional neural network based on EEG	32
Diagnosis of Parkinson's disease based on SHAP value feature selection	32
An improved cardiac arrhythmia classification using an RR interval-based approach	31
Breast cancer detection from histopathology images using modified residual neural networks	31
Recognition of ECG signals using wavelet based on atomic functions	31
Detection of pneumonia using convolutional neural networks and deep learning	31
Hand movement recognition from sEMG signals using Fourier decomposition method	30
Ocular artifact elimination from electroencephalography signals: A systematic review	30
End-to-end deep learning approach for Parkinson’s disease detection from speech signals	30
Fabrication and properties of βTCP/Zeolite/Gelatin scaffold as developed scaffold in bone regeneration: in vitro and in vivo studies	30
Development and testing of a wearable passive lower-limb support exoskeleton to support industrial workers	30
A Novel Approach for Coronary Artery Disease Diagnosis using Hybrid Particle Swarm Optimization based Emotional Neural Network	29
Detection of pseudo brain tumors via stacked LSTM neural networks using MR spectroscopy signals	29
Intent based recognition of walking and ramp activities for amputee using sEMG based lower limb prostheses	28
An automated skin melanoma detection system with melanoma-index based on entropy features	28
A comprehensive survey on low-cost ECG acquisition systems: Advances on design specifications, challenges and future direction	27
Development of novel ensemble model using stacking learning and evolutionary computation techniques for automated hepatocellular carcinoma detection	27
Deep learning on ultrasound images of thyroid nodules	27
SpEC: A system for patient specific ECG beat classification using deep residual network	27
Automated diagnosis of depression from EEG signals using traditional and deep learning approaches: A comparative analysis	26
An improved framework for Parkinson’s disease prediction using Variational Mode Decomposition-Hilbert spectrum of speech signal	25
Automated detection of cybersecurity attacks in healthcare systems with recursive feature elimination and multilayer perceptron optimization	25
Capsule network assisted electrocardiogram classification model for smart healthcare	24
Detection of sudden cardiac death by a comparative study of heart rate variability in normal and abnormal heart conditions	24
Automated detection of driver fatigue from electroencephalography through wavelet-based connectivity	24
Classification of breast cancer from histopathology images using an ensemble of deep multiscale networks	24
Classification of lung nodule malignancy in computed tomography imaging utilising generative adversarial networks and semi-supervised transfer learning	24
A hybrid feature preservation technique based on luminosity and edge based contrast enhancement in color fundus images	23
Experimental and numerical flow analysis through arteries with stent using particle image velocimetry and computational fluid dynamics method	23
EEG based alcoholism detection by oscillatory modes decomposition second order difference plots and machine learning	22
Heart rate variability features from nonlinear cardiac dynamics in identification of diabetes using artificial neural network and support vector machine	22
BAED: A secured biometric authentication system using ECG signal based on deep learning techniques	21
DeepBreastNet: A novel and robust approach for automated breast cancer detection from histopathological images	21
Signal-piloted processing metaheuristic optimization and wavelet decomposition based elucidation of arrhythmia for mobile healthcare	21

Simulation analysis for optimal design of pneumatic bellow actuators for soft-robotic glove	21
The fractional Fourier transform as a biomedical signal and image processing tool: A review	21
Microaneurysm detection in fundus images based on a novel end-to-end convolutional neural network	20
Channel based epilepsy seizure type detection from electroencephalography (EEG) signals with machine learning techniques	20
Dual-channel asymmetric convolutional neural network for an efficient retinal blood vessel segmentation in eye fundus images	20
COVID-19 detection on chest X-ray images using Homomorphic Transformation and VGG inspired deep convolutional neural network	19
Balance and stability issues in lower extremity exoskeletons: A systematic review	19
Prediction of displacement in the equine third metacarpal bone using a neural network prediction algorithm	19
AutoCovNet: Unsupervised feature learning using autoencoder and feature merging for detection of COVID-19 from chest X-ray images	18
Human activity recognition using improved complete ensemble EMD with adaptive noise and long short-term memory neural networks	18
Voice disorder classification using speech enhancement and deep learning models	18
A novel deep LSTM network for artifacts detection in microelectrode recordings	18