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 2021-04-01 to 2025-04-01.)

Article	Citations
Editorial	246
EEG based cortical investigation for the limit of stability analysis in transfemoral amputees: A comparison with able-bodied individuals	221
COVID-RDNet: A novel coronavirus pneumonia classification model using the mixed dataset by CT and X-rays images	88
Machine learning for analysis of gene expression data in fast- and slow-progressing amyotrophic lateral sclerosis murine models	80
MDCF_Net: A Multi-dimensional hybrid network for liver and tumor segmentation from CT	76
Amplitude and frequency modulation of EEG predicts Intraventricular hemorrhage in preterm infants	75
Automatic detection for epileptic seizure using graph-regularized nonnegative matrix factorization and Bayesian linear discriminate analysis	74
Impact of noise on the performance of automatic systems for vocal fold lesions detection	73
Compact convolutional neural network (CNN) based on SincNet for end-to-end motor imagery decoding and analysis	67
Automated detection of abnormal respiratory sound from electronic stethoscope and mobile phone using MobileNetV2	67
A comprehensive survey on low-cost ECG acquisition systems: Advances on design specifications, challenges and future direction	63
A systematic review of artificial neural network techniques for analysis of foot plantar pressure	63
Multi-organ squamous cell carcinoma classification using feature interpretation technique for explainability	56
Decoding motor imagery based on dipole feature imaging and a hybrid CNN with embedded squeeze-and-excitation block	55
Parallel collaboration and closed-loop control of a cursor using multimodal physiological signals	53
Innovative design addressing complex airway stenosis: Multidimensional performance assessment of a novel Y-shaped airway stent	51
A comparative study of kernel-based vector machines with probabilistic outputs for medical diagnosis	50
A novel end-to-end deep learning approach for cancer detection based on microscopic medical images	49
Biomechanical behavior of customized splint for the patient with temporomandibular disorders: A three-dimensional finite element analysis	47
COVID-19 detection on chest X-ray images using Homomorphic Transformation and VGG inspired deep convolutional neural network	46
CCsNeT: Automated Corpus Callosum segmentation using fully convolutional network based on U-Net	45
Effect of timing of umbilical cord clamping and birth on fetal to neonatal transition: OpenModelica-based virtual simulator-based approach	44
Predicting muscle fatigue during dynamic contractions using wavelet analysis of surface electromyography signal	43
Hollow fiber bioreactor with genetically modified hepatic cells as a model of biologically active function block of the bioartificial liver	42
System and approach to detecting of gastric slow wave and environmental noise suppression based on optically pumped magnetometer	41

Leveraging network using controlled weight learning approach for thyroid cancer lymph node detection	39
A smart IoT-enabled heart disease monitoring system using meta-heuristic-based Fuzzy-LSTM model	39
Predicting the response to cardiac resynchronization therapy (CRT) using the deep learning approach	39
Applications of machine-learning algorithms for prediction of benign and malignant breast lesions using ultrasound radiomics signatures: A multi-center study	39
A novel approach for detection of consciousness level in comatose patients from EEG signals with 1-D convolutional neural network	38
Classifying median nerves in carpal tunnel syndrome: Ultrasound image analysis	38
Data size considerations and hyperparameter choices in case-based reasoning approach to glucose prediction	37
Validation of a body sensor network for cardiorespiratory monitoring during dynamic activities	35
Spatial characterization of functional neural activity during lower limb motion through functional connectivity	35
Personalized hybrid artificial pancreas using unidirectional sliding-modes control algorithm	33
Heart failure disease prediction and stratification with temporal electronic health records data using patient representation	33
Ocular artifact elimination from electroencephalography signals: A systematic review	32
A novel deep recurrent convolutional neural network for subthalamic nucleus localization using local field potential signals	32
Cell image augmentation for classification task using GANs on Pap smear dataset	31
Explainable COVID-19 detection using fractal dimension and vision transformer with Grad-CAM on cough sounds	30
Corrigendum to “A new method of diagnosing athlete's anterior cruciate ligament health status using surface electromyography and deep convolutional neural network” [Biocybern. Biomed. Eng. 40 (1) (202	28
Prediction of vortex structures in pulsatile flow through S-bend arterial geometry with different stenosis levels	27
Automated detection of COVID-19 from CT scan using convolutional neural network	27
Ultrasound spine image segmentation using multi-scale feature fusion Skip-Inception U-Net (SIU-Net)	26
PCcS-RAU-Net: Automated parcellated Corpus callosum segmentation from brain MRI images using modified residual attention U-Net	26
Breast cancer diagnosis: A systematic review	26
Uterine myoelectrical activity as biomarker of successful induction with Dinoprostone: Influence of parity	26
Semi-supervised structure attentive temporal mixup coherence for medical image segmentation	25
Channel based epilepsy seizure type detection from electroencephalography (EEG) signals with machine learning techniques	25
Segmentation of pectoral muscle from digital mammograms with depth-first search algorithm towards breast density classification	25
Deep learning on ultrasound images of thyroid nodules	25
Dual-modality synthetic mammogram construction for breast lesion detection using U-DARTS	24
Ventilation inhomogeneity in CDH infants – A new attitude within a simulation study	23
Non-contact breathing monitoring by integrating RGB and thermal imaging via RGB-thermal image registration	23
EO-CNN: Equilibrium Optimization-Based hyperparameter tuning for enhanced pneumonia and COVID-19 detection using AlexNet and DarkNet19	23
Microaneurysm detection in fundus images based on a novel end-to-end convolutional neural network	23
Spatio-spectral independent component analysis for fetal ECG extraction from two-channel maternal abdominal signals	22
An improved MAMA-EMD for the automatic removal of EOG artifacts	22
Quantitative evaluation of the effect of Circle of Willis structures on cerebral hyperperfusion: A multi-scale model analysis	21
Spatio-temporal matched filter adjustment for enhanced accuracy in brain responses classification	21
Robust adaptive observer-based control of blood glucose level for type 1 diabetic patient	21
Model-predicted effect of radial flux distribution on oxygen and glucose pericellular concentration in constructs cultured in axisymmetric radial-flow packed-bed bioreactors	21
Multi-scale neural networks classification of mild cognitive impairment using functional near-infrared spectroscopy	21
Biphasic monolithic osteochondral scaffolds obtained by diffusion-limited enzymatic mineralization of gellan gum hydrogel	20
A machine learning model for supporting symptom-based referral and diagnosis of bronchitis and pneumonia in limited resource settings	20
Automatic cardiac arrhythmia classification based on hybrid 1-D CNN and Bi-LSTM model	20
Attention-guided multiple instance learning for COPD identification: To combine the intensity and morphology	20
Quantification of the ilio-femoral arteries tortuosity and data cluster modelling for preoperative examination	20
A dual-stage transformer and MLP-based network for breast ultrasound image segmentation	19
Non-invasive waveform analysis for emergency triage via simulated hemorrhage: An experimental study using novel dynamic lower body negative pressure model	19
A review of current systems for annotation of cell and tissue images in digital pathology	18
Automated COVID-19 detection from X-ray and CT images with stacked ensemble convolutional neural network	18
Classification of mild and severe adolescent idiopathic scoliosis (AIS) from healthy subjects via a supervised learning model based on electromyogram and ground reaction force data during gait	18
Numerical simulation of non-linear loading–unloading hysteresis behavior of blood clots	18
Wavelet-Hilbert transform based bidirectional least squares grey transform and modified binary grey wolf optimization for the identification of epileptic EEGs	18

MultiTumor Analyzer (MTA-20–55): A network for efficient classification of detected brain tumors from MRI images	17
A new approach to adaptive threshold based method for QRS detection with fuzzy clustering	17
Endoscopy, video capsule endoscopy, and biopsy for automated celiac disease detection: A review	17
A correlation matrix-based tensor decomposition method for early prediction of sepsis from clinical data	16
EMGHandNet: A hybrid CNN and Bi-LSTM architecture for hand activity classification using surface EMG signals	16
EEG based alcoholism detection by oscillatory modes decomposition second order difference plots and machine learning	16
Detection of pneumonia using convolutional neural networks and deep learning	15
A hybrid lightweight breast cancer classification framework using the histopathological images	15
A numerical investigation into the magnetic nanoparticles hyperthermia cancer treatment injection strategies	15
Detection of Parkinson’s disease using automated tunable Q wavelet transform technique with EEG signals	15
A systematic review of the automatic kidney segmentation methods in abdominal images	14
Use of dominant activations obtained by processing OCT images with the CNNs and slime mold method in retinal disease detection	14
PCG signal classification using a hybrid multi round transfer learning classifier	14
Classification of lung nodule malignancy in computed tomography imaging utilising generative adversarial networks and semi-supervised transfer learning	14
An iris segmentation using harmony search algorithm and fast circle fitting with blob detection	14
Breast cancer detection from histopathology images using modified residual neural networks	13
Transfer learning techniques for medical image analysis: A review	13
Drug-device systems based on biodegradable metals for bone applications: Potential, development and challenges	13
Profiled delivery of bicarbonate during weekly cycle of hemodialysis	13
Dual-attention EfficientNet based on multi-view feature fusion for cervical squamous intraepithelial lesions diagnosis	13
An investigation about the relationship between dysarthria level of speech and the neurological state of Parkinson’s patients	13
Transformer-based cross-modal multi-contrast network for ophthalmic diseases diagnosis	13
Automated diagnosis of COVID stages from lung CT images using statistical features in 2-dimensional flexible analytic wavelet transform	12
Predicting hospital emergency department visits with deep learning approaches	12
DeepBreastNet: A novel and robust approach for automated breast cancer detection from histopathological images	12
Corrosion resistance characteristics of a Ti-6Al-4V ELI alloy fabricated by electron beam melting after the applied post-process treatment methods	12
Multimodal breast cancer hybrid explainable computer-aided diagnosis using medical mammograms and ultrasound Images	12
Review on approaches to concept detection in medical images	12
Automated segmentation of chronic stroke lesion using efficient U-Net architecture	11
Assessment of the VAD – Native ventricle pumping system by an equivalent pump: A computational model based procedure	11
A combination of statistical parameters for epileptic seizure detection and classification using VMD and NLTWSVM	11
Commentary: Automated detection of preterm condition using uterine electromyography based topological features	11
EEG_GENet: A feature-level graph embedding method for motor imagery classification based on EEG signals	11
A unified 2D medical image segmentation network (SegmentNet) through distance-awareness and local feature extraction	11
Deep learning and machine learning techniques to improve hand movement classification in myoelectric control system	10
Clustering and machine learning framework for medical time series classification	10
BA-Net: Brightness prior guided attention network for colonic polyp segmentation	10
The role of computer simulations in the investigation of mechanisms underlying rhythmic firing of human motoneuron	10
Time-resolved near-infrared spectroscopy in monitoring acute ischemic stroke patients – Case study	10
Detection of subthalamic nucleus using novel higher-order spectra features in microelectrode recordings signals	10
Imaging the retinal and choroidal vasculature using Spatio-Temporal Optical Coherence Tomography (STOC-T)	10
Graphical representation and variability quantification of handwriting signals: New tools for Parkinson’s disease detection	9
Cancer gene recognition from microarray data with manta ray based enhanced ANFIS technique	9
Detection of Attention Deficit Hyperactivity Disorder based on EEG feature maps and deep learning	9
Wound surface area measurement methods	9
A dark and bright channel prior guided deep network for retinal image quality assessment	8
Fourier transform-based data augmentation in deep learning for diabetic foot thermograph classification	8
Prediction of central nervous system oxygen toxicity symptoms using electrodermal activity and machine learning	8
Fully automated algorithm for the detection of bone marrow oedema lesions in patients with axial spondyloarthritis – Feasibility study	8
Deep brain stimulation of the entorhinal cortex modulates CA1 theta-gamma oscillations in mouse models of preclinical Alzheimer's disease	8
Mobile applications and eating habits among women and men – Polish experiences	8
Static compression optical coherence elastography for the measurement of porcine corneal mechanical properties ex-vivo	8
Automating synaptic plasticity analysis: A deep learning approach to segmenting hippocampal field potential signal	8
A high-performance arrhythmic heartbeat classification using ensemble learning method and PSD based feature extraction approach	8
Corrigendum to “Multi-stage fully convolutional network for precise prostate segmentation in ultrasound images” [Biocybern. Biomed. Eng. 43(3) (2023) 586–602]	8
A deep attention network via high-resolution representation for liver and liver tumor segmentation	8
Segmentation of anterior segment boundaries in swept source OCT images	7
Novel copolymers of poly(sebacic anhydride) and poly(ethylene glycol) as azithromycin carriers to the lungs	7
Feature selection and classification in mammography using hybrid crow search algorithm with Harris hawks optimization	7
Novel multiple pooling and local phase quantization stable feature extraction techniques for automated classification of brain infarcts	7
A lightweight spatially-aware classification model for breast cancer pathology images	7
Analysis on grading of lung nodule images with segmentation using u-net and classification with Convolutional Neural Network Fish Swarm Optimization	7
Diagnosis of Parkinson's disease based on SHAP value feature selection	7
Observer-based linear state-dependent control for blood glucose regulation in type 1 diabetic patients with unknown delays	7
A comprehensive analysis of task-specific hand kinematic, muscle and force synergies	7
Video-based HR measurement using adaptive facial regions with multiple color spaces	7
A multidomain 0D model for continuous positive airway pressure ventilation circuit design: Validation and applications	7
Capsule network assisted electrocardiogram classification model for smart healthcare	7
Multi-class nucleus detection and classification using deep convolutional neural network with enhanced high dimensional dissimilarity translation model on cervical cells	6
An improved cardiac arrhythmia classification using an RR interval-based approach	6
A novel deep learning-based approach for prediction of neonatal respiratory disorders from chest X-ray images	6
FractalCovNet architecture for COVID-19 Chest X-ray image Classification and CT-scan image Segmentation	6
Computerized lung sound based classification of asthma and chronic obstructive pulmonary disease (COPD)	6
Insulin resistance: Risk factors, diagnostic approaches and mathematical models for clinical practice, epidemiological studies, and beyond	6
Automatic Detection of Coronavirus Disease (COVID-19) in X-ray and CT Images: A Machine Learning Based Approach	6
Automated detection of cybersecurity attacks in healthcare systems with recursive feature elimination and multilayer perceptron optimization	6
Prediction of drug response in major depressive disorder using ensemble of transfer learning with convolutional neural network based on EEG	6