OOIR: Observatory of International Research

Papers

(The median citation count of Biocybernetics and Biomedical Engineering is 6. 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 2020-11-01 to 2024-11-01.)

Article	Citations
Automatic Detection of Coronavirus Disease (COVID-19) in X-ray and CT Images: A Machine Learning Based Approach	223
Transfer learning techniques for medical image analysis: A review	154
EMGHandNet: A hybrid CNN and Bi-LSTM architecture for hand activity classification using surface EMG signals	70
Epileptic seizure prediction using scalp electroencephalogram signals	63
A machine learning model for supporting symptom-based referral and diagnosis of bronchitis and pneumonia in limited resource settings	61
Automatic identification of respiratory diseases from stethoscopic lung sound signals using ensemble classifiers	58
The internet of medical things and artificial intelligence: trends, challenges, and opportunities	57
Diagnosis of Parkinson's disease based on SHAP value feature selection	55
SVIA dataset: A new dataset of microscopic videos and images for computer-aided sperm analysis	54
Automated detection of cybersecurity attacks in healthcare systems with recursive feature elimination and multilayer perceptron optimization	54
Detection of Parkinson’s disease using automated tunable Q wavelet transform technique with EEG signals	53
Automated detection of COVID-19 from CT scan using convolutional neural network	51
Detection of pneumonia using convolutional neural networks and deep learning	49
Application of Artificial Intelligence techniques for the detection of Alzheimer’s disease using structural MRI images	49
Automated COVID-19 detection from X-ray and CT images with stacked ensemble convolutional neural network	48
FractalCovNet architecture for COVID-19 Chest X-ray image Classification and CT-scan image Segmentation	45
A deep learning-based COVID-19 automatic diagnostic framework using chest X-ray images	45
Parkinson disease detection using energy direction features based on EMD from voice signal	45
Artificial Intelligence and Machine Learning in Emergency Medicine	44
Automatic cardiac arrhythmia classification based on hybrid 1-D CNN and Bi-LSTM model	44
A method for segmentation of tumors in breast ultrasound images using the variant enhanced deep learning	43
Automated segmentation of optic disc and optic cup for glaucoma assessment using improved UNET++ architecture	42
Prediction of drug response in major depressive disorder using ensemble of transfer learning with convolutional neural network based on EEG	40
Hand movement recognition from sEMG signals using Fourier decomposition method	39
A comprehensive survey on low-cost ECG acquisition systems: Advances on design specifications, challenges and future direction	38

An automated skin melanoma detection system with melanoma-index based on entropy features	38
Ocular artifact elimination from electroencephalography signals: A systematic review	38
An improved cardiac arrhythmia classification using an RR interval-based approach	37
End-to-end deep learning approach for Parkinson’s disease detection from speech signals	37
Automated diagnosis of depression from EEG signals using traditional and deep learning approaches: A comparative analysis	37
Development and testing of a wearable passive lower-limb support exoskeleton to support industrial workers	36
Classification of breast cancer from histopathology images using an ensemble of deep multiscale networks	35
Breast cancer detection from histopathology images using modified residual neural networks	35
Detection of pseudo brain tumors via stacked LSTM neural networks using MR spectroscopy signals	33
Deep learning on ultrasound images of thyroid nodules	31
Classification of lung nodule malignancy in computed tomography imaging utilising generative adversarial networks and semi-supervised transfer learning	30
BAED: A secured biometric authentication system using ECG signal based on deep learning techniques	30
COVID-19 detection on chest X-ray images using Homomorphic Transformation and VGG inspired deep convolutional neural network	30
An improved framework for Parkinson’s disease prediction using Variational Mode Decomposition-Hilbert spectrum of speech signal	30
DeepBreastNet: A novel and robust approach for automated breast cancer detection from histopathological images	28
Signal-piloted processing metaheuristic optimization and wavelet decomposition based elucidation of arrhythmia for mobile healthcare	27
Automated detection of driver fatigue from electroencephalography through wavelet-based connectivity	27
Voice disorder classification using speech enhancement and deep learning models	26
Dual-channel asymmetric convolutional neural network for an efficient retinal blood vessel segmentation in eye fundus images	25
Capsule network assisted electrocardiogram classification model for smart healthcare	25
ECG signals-based automated diagnosis of congestive heart failure using Deep CNN and LSTM architecture	25
EEG based alcoholism detection by oscillatory modes decomposition second order difference plots and machine learning	25
Deep learning and machine learning techniques to improve hand movement classification in myoelectric control system	25
Channel based epilepsy seizure type detection from electroencephalography (EEG) signals with machine learning techniques	24
A comparative analysis of automatic classification and grading methods for knee osteoarthritis focussing on X-ray images	23
Microaneurysm detection in fundus images based on a novel end-to-end convolutional neural network	23
Automated detection of abnormal heart sound signals using Fano-factor constrained tunable quality wavelet transform	22
Generative adversarial network and convolutional neural network-based EEG imbalanced classification model for seizure detection	22
Blood glucose prediction with deep neural networks using weighted decision level fusion	22
Optimal EEG channels selection for alcoholism screening using EMD domain statistical features and harmony search algorithm	22
SCovNet: A skip connection-based feature union deep learning technique with statistical approach analysis for the detection of COVID-19	21
Identification of antioxidant proteins using a discriminative intelligent model of k-space amino acid pairs based descriptors incorporating with ensemble feature selection	21
A combination of statistical parameters for epileptic seizure detection and classification using VMD and NLTWSVM	21
AutoCovNet: Unsupervised feature learning using autoencoder and feature merging for detection of COVID-19 from chest X-ray images	21
Computational methods for automated mitosis detection in histopathology images: A review	20
Extreme gradient boosting machine learning method for predicting medical treatment in patients with acute bronchiolitis	20
A smart IoT-enabled heart disease monitoring system using meta-heuristic-based Fuzzy-LSTM model	20
Hyp-Net: Automated detection of hypertension using deep convolutional neural network and Gabor transform techniques with ballistocardiogram signals	20
Fourier transform-based data augmentation in deep learning for diabetic foot thermograph classification	20
A deep learning framework for the detection of Plus disease in retinal fundus images of preterm infants	20
Automated diagnosis of COVID stages from lung CT images using statistical features in 2-dimensional flexible analytic wavelet transform	20
Compact convolutional neural network (CNN) based on SincNet for end-to-end motor imagery decoding and analysis	19
Multi-class nucleus detection and classification using deep convolutional neural network with enhanced high dimensional dissimilarity translation model on cervical cells	19
Ultrasound spine image segmentation using multi-scale feature fusion Skip-Inception U-Net (SIU-Net)	19
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 images	19
Hybrid EEG-fNIRS brain-computer interface based on the non-linear features extraction and stacking ensemble learning	18
A systematic review of the automatic kidney segmentation methods in abdominal images	18
Fetal heart rate estimation using fractional Fourier transform and wavelet analysis	18
WOANet: Whale optimized deep neural network for the classification of COVID-19 from radiography images	18

TL-med: A Two-stage transfer learning recognition model for medical images of COVID-19	17
Prediction of vortex structures in pulsatile flow through S-bend arterial geometry with different stenosis levels	17
Enhanced decision tree induction using evolutionary techniques for Parkinson's disease classification	17
EMG-controlled hand exoskeleton for assisted bilateral rehabilitation	15
Corrosion resistance characteristics of a Ti-6Al-4V ELI alloy fabricated by electron beam melting after the applied post-process treatment methods	15
Pupillometry via smartphone for low-resource settings	15
Explainable COVID-19 detection using fractal dimension and vision transformer with Grad-CAM on cough sounds	15
Numerical study on flow topology and hemodynamics in tortuous coronary artery with symmetrical and asymmetrical stenosis	15
Use of dominant activations obtained by processing OCT images with the CNNs and slime mold method in retinal disease detection	14
Automated segmentation of chronic stroke lesion using efficient U-Net architecture	14
A review of current systems for annotation of cell and tissue images in digital pathology	14
A correlation matrix-based tensor decomposition method for early prediction of sepsis from clinical data	14
Classifying median nerves in carpal tunnel syndrome: Ultrasound image analysis	14
Integration of solutions and services for multi-omics data analysis towards personalized medicine	13
Parallel classification model of arrhythmia based on DenseNet-BiLSTM	13
A novel multi-scale convolutional network with attention-based bidirectional gated recurrent unit for atrial fibrillation discrimination	13
Analysis of epileptic EEG signals by using dynamic mode decomposition and spectrum	13
Two-stage multi-scale breast mass segmentation for full mammogram analysis without user intervention	13
A numerical investigation into the magnetic nanoparticles hyperthermia cancer treatment injection strategies	13
Efficient simultaneous segmentation and classification of brain tumors from MRI scans using deep learning	13
Artifact removal from EEG signals recorded in non-restricted environment	13
Predicting hospital emergency department visits with deep learning approaches	12
Dual-attention EfficientNet based on multi-view feature fusion for cervical squamous intraepithelial lesions diagnosis	12
Fully automated algorithm for the detection of bone marrow oedema lesions in patients with axial spondyloarthritis – Feasibility study	12
An iris segmentation using harmony search algorithm and fast circle fitting with blob detection	12
Feature selection and classification in mammography using hybrid crow search algorithm with Harris hawks optimization	12
Segmentation of pectoral muscle from digital mammograms with depth-first search algorithm towards breast density classification	12
A new approach to adaptive threshold based method for QRS detection with fuzzy clustering	12
Detection of various lung diseases including COVID-19 using extreme learning machine algorithm based on the features extracted from a lightweight CNN architecture	11
Variational mode decomposition-based seizure classification using Bayesian regularized shallow neural network	11
FRE-Net: Full-region enhanced network for nuclei segmentation in histopathology images	11
A novel brightness preserving joint histogram equalization technique for contrast enhancement of brain MR images	11
A new super resolution Faster R-CNN model based detection and classification of urine sediments	11
Cancer gene recognition from microarray data with manta ray based enhanced ANFIS technique	11
Multiphysics coupling study on the effect of blood flow pulsation in patients with pulsatile tinnitus	11
Computer aided diagnosis of diabetic macular edema in retinal fundus and OCT images: A review	11
Machine learning prediction of future peripheral neuropathy in type 2 diabetics with percussion entropy and body mass indices	10
Mathematical approach to design 3D scaffolds for the 3D printable bone implant	10
Heart failure disease prediction and stratification with temporal electronic health records data using patient representation	10
Method of designing and manufacturing craniofacial soft tissue prostheses using Additive Manufacturing: A case study	10
EEG_GENet: A feature-level graph embedding method for motor imagery classification based on EEG signals	10
COVID-RDNet: A novel coronavirus pneumonia classification model using the mixed dataset by CT and X-rays images	10
Supervised denoising of diffusion-weighted magnetic resonance images using a convolutional neural network and transfer learning	10
A high-performance arrhythmic heartbeat classification using ensemble learning method and PSD based feature extraction approach	10
A homomorphic non-subsampled contourlet transform based ultrasound image despeckling by novel thresholding function and self-organizing map	9
A hybrid lightweight breast cancer classification framework using the histopathological images	9
A deformable CNN architecture for predicting clinical acceptability of ECG signal	9
Gene prediction by the noise-assisted MEMD and wavelet transform for identifying the protein coding regions	9
An investigation about the relationship between dysarthria level of speech and the neurological state of Parkinson’s patients	9
Measurements comparison of finger joint angles in hand postures between an sEMG armband and a sensory glove	9
Segmentation of anterior segment boundaries in swept source OCT images	9
Automated detection of preterm condition using uterine electromyography based topological features	9
Validation of a new device for photoplethysmographic measurement of multi-site arterial pulse wave velocity	8
A dual-stage transformer and MLP-based network for breast ultrasound image segmentation	8
A novel approach for detection of consciousness level in comatose patients from EEG signals with 1-D convolutional neural network	8
A one-step in vitro continuous flow assessment of protein release from core-shell polymer microcapsules designed for therapeutic protein delivery	8
FPGA based real-time epileptic seizure prediction system	8
Novel multiple pooling and local phase quantization stable feature extraction techniques for automated classification of brain infarcts	8
PCcS-RAU-Net: Automated parcellated Corpus callosum segmentation from brain MRI images using modified residual attention U-Net	8
Respiratory sound denoising using sparsity-assisted signal smoothing algorithm	7
Combining homomorphic filtering and recurrent neural network in gait signal analysis for neurodegenerative diseases detection	7
Automatic detection for epileptic seizure using graph-regularized nonnegative matrix factorization and Bayesian linear discriminate analysis	7
Effects of sampling rate on multiscale entropy of electroencephalogram time series	7
A deep learning based approach for classification of abdominal organs using ultrasound images	7
Graphical representation and variability quantification of handwriting signals: New tools for Parkinson’s disease detection	7
Applications of machine-learning algorithms for prediction of benign and malignant breast lesions using ultrasound radiomics signatures: A multi-center study	7
Three-dimensional scaffolds for bioengineering of cartilage tissue	7
Parallel, multi-purpose Monte Carlo code for simulation of light propagation in segmented tissues	7
Sequence-to-sequence deep neural network with spatio-spectro and temporal features for motor imagery classification	7
CCsNeT: Automated Corpus Callosum segmentation using fully convolutional network based on U-Net	7
Force/position control with bounded actions on a dexterous robotic hand with two-degree-of-freedom fingers	6
A deep attention network via high-resolution representation for liver and liver tumor segmentation	6
Feature assisted cervical cancer screening through DIC cell images	6
PCG signal classification using a hybrid multi round transfer learning classifier	6
Blood flow through the fusiform aneurysm treated with the Flow Diverter stent – Numerical investigations	6
Wound surface area measurement methods	6
A novel deep recurrent convolutional neural network for subthalamic nucleus localization using local field potential signals	6