OOIR: Observatory of International Research

Papers

(The median citation count of IRBM is 2. 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
Deep Transfer Learning Based Classification Model for COVID-19 Disease	230
A Deep Feature Learning Model for Pneumonia Detection Applying a Combination of mRMR Feature Selection and Machine Learning Models	167
A Hybrid CNN-SVM Threshold Segmentation Approach for Tumor Detection and Classification of MRI Brain Images	164
Automated Deep Transfer Learning-Based Approach for Detection of COVID-19 Infection in Chest X-rays	125
A Review of the Deep Learning Methods for Medical Images Super Resolution Problems	124
Deep Convolution Neural Network Based System for Early Diagnosis of Alzheimer's Disease	87
Machine Learning Approach to Detect Cardiac Arrhythmias in ECG Signals: A Survey	76
White Blood Cells Image Classification Using Deep Learning with Canonical Correlation Analysis	76
Automatic Detection and Classification of Mammograms Using Improved Extreme Learning Machine with Deep Learning	63
COVID-19 Detection System Using Chest CT Images and Multiple Kernels-Extreme Learning Machine Based on Deep Neural Network	53
Empirical Mode Decomposition and Wavelet Transform Based ECG Data Compression Scheme	44
An Approach Based on Mutually Informed Neural Networks to Optimize the Generalization Capabilities of Decision Support Systems Developed for Heart Failure Prediction	43
Preparation Strategies for Mg-Alloys for Biodegradable Orthopaedic Implants and Other Biomedical Applications: A Review	41
A Hybrid Deep Learning Model for Predicting Molecular Subtypes of Human Breast Cancer Using Multimodal Data	39
Voice Pathologies Classification and Detection Using EMD-DWT Analysis Based on Higher Order Statistic Features	36
A Taxonomic Review of the Use of IoT and Blockchain in Healthcare Applications	32
Machine Learning Based Computer Aided Diagnosis of Breast Cancer Utilizing Anthropometric and Clinical Features	32
Isolation of Fetal ECG Signals from Abdominal ECG Using Wavelet Analysis	31
A Comparative Analysis of Performance of Several Wavelet Based ECG Data Compression Methodologies	29
Arrhythmic Heartbeat Classification Using 2D Convolutional Neural Networks	28
Detection of Abnormal Respiratory Events with Single Channel ECG and Hybrid Machine Learning Model in Patients with Obstructive Sleep Apnea	28
Detection of Focal and Non-focal Epileptic Seizure Using Continuous Wavelet Transform-Based Scalogram Images and Pre-trained Deep Neural Networks	27
Intelligent Toilet System for Non-invasive Estimation of Blood-Sugar Level from Urine	23
Epileptic Seizure Detection Based on New Hybrid Models with Electroencephalogram Signals	22
Automatic Detection of Severely and Mildly Infected COVID-19 Patients with Supervised Machine Learning Models	22

Automated Detection of B Cell and T Cell Acute Lymphoblastic Leukaemia Using Deep Learning	21
A Review of Methods for Non-Invasive Heart Rate Measurement on Wrist	21
Novel PCG Analysis Method for Discriminating Between Abnormal and Normal Heart Sounds	20
Exploring Radiologic Criteria for Glioma Grade Classification on the BraTS Dataset	19
EEG Based Evaluation of Examination Stress and Test Anxiety Among College Students	18
Classification of Motor Imagery EEG Based on Time-Domain and Frequency-Domain Dual-Stream Convolutional Neural Network	18
Real-Time Classification of EMG Myo Armband Data Using Support Vector Machine	17
Online Classification of Multiple Motor Imagery Tasks Using Filter Bank Based Maximum-a-Posteriori Common Spatial Pattern Filters	17
Classification of Early Stages of Esophageal Cancer Using Transfer Learning	16
Deep Learning-Based Metaheuristic Weighted K-Nearest Neighbor Algorithm for the Severity Classification of Breast Cancer	16
A Fast and Accurate Method for Glaucoma Screening from Smartphone-Captured Fundus Images	15
A Wearable System for In-Home and Long-Term Assessment of Fetal Movement	15
Gaussian Dropout Based Stacked Ensemble CNN for Classification of Breast Tumor in Ultrasound Images	15
Attention-Based DenseNet for Pneumonia Classification	15
Motor Imagery EEG Spectral-Spatial Feature Optimization Using Dual-Tree Complex Wavelet and Neighbourhood Component Analysis	15
A Comparative Approach for MI-Based EEG Signals Classification Using Energy, Power and Entropy	15
A Computationally Efficient Correlational Neural Network for Automated Prediction of Chronic Kidney Disease	14
A Review on Convolutional Neural Networks for Brain Tumor Segmentation: Methods, Datasets, Libraries, and Future Directions	14
Optimized Tunable Q Wavelet Transform Based Drowsiness Detection from Electroencephalogram Signals	13
Detection of Breast Cancer Based on Fuzzy Frequent Itemsets Mining	13
Multi-Feature Fusion Method for Identifying Carotid Artery Vulnerable Plaque	13
Electrocardiogram Data Compression Techniques for Cardiac Healthcare Systems: A Methodological Review	12
A Multi-Branch Convolutional Neural Network for Screening and Staging of Diabetic Retinopathy Based on Wide-Field Optical Coherence Tomography Angiography	12
A Real-Time Capable Linear Time Classifier Scheme for Anticipated Hand Movements Recognition from Amputee Subjects Using Surface EMG Signals	12
Fast Soft Tissue Deformation and Stump-Socket Interaction Toward a Computer-Aided Design System for Lower Limb Prostheses	12
Classification Performance-Based Feature Selection Algorithm for Machine Learning: P-Score	12
New Intraclass Helitrons Classification Using DNA-Image Sequences and Machine Learning Approaches	12
Distributed Biomedical Scheme for Controlled Recovery of Medical Encrypted Images	11
Investigating the Effect of Flickering Frequency Pair and Mother Wavelet Selection in Steady-State Visually-Evoked Potentials on Two-Command Brain-Computer Interfaces	11
AI for COVID-19 Detection from Radiographs: Incisive Analysis of State of the Art Techniques, Key Challenges and Future Directions	11
Adaptive SSA Based Muscle Artifact Removal from Single Channel EEG Using Neural Network Regressor	11
Brain-Computer Interface Speller System for Alternative Communication: A Review	10
Secure Similar Image Search and Copyright Protection over Encrypted Medical Image Databases	9
Modified Fuzzy Q Learning Based Classifier for Pneumonia and Tuberculosis	9
ECG Data Compression Using Modified Run Length Encoding of Wavelet Coefficients for Holter Monitoring	9
CoordConv-Unet: Investigating CoordConv for Organ Segmentation	8
Benchmarking the Clustering Performances of Evolutionary Algorithms: A Case Study on Varying Data Size	8
Human Gait Recognition Using Hip, Knee and Ankle Joint Ratios	8
Surface Modification of Biodegradable Mg-4Zn Alloy Using PMEDM: An Experimental Investigation, Optimization and Corrosion Analysis	8
ROI-Based Compression Strategy of 3D MRI Brain Datasets for Wireless Communications	8
Evaluation of Biomechanical and Stress Distribution of Different Dental Implant Designs: Primary Stability and Photoelastic Analysis	8
Combined Metaheuristic Algorithm and Radiomics Strategy for the Analysis of Neuroanatomical Structures in Schizophrenia and Schizoaffective Disorders	7
Porogen Effect on Structural and Physical Properties of β-TCP Scaffolds for Bone Tissue Regeneration	7
A Robust Feature Descriptor for Biomedical Image Retrieval	7
Determination of Body Fat Percentage by Gender Based with Photoplethysmography Signal Using Machine Learning Algorithm	7
Evaluation of Diagnostic Value of Mediastinum for Differentiation of Drug Sensitive, Multi and Extensively Drug Resistant Tuberculosis Using Chest X-Rays	7
Fundus Retinal Vessels Image Segmentation Method Based on Improved U-Net	7
Automatic Grading System for Diagnosis of Breast Cancer Exploiting Co-occurrence Shearlet Transform and Histogram Features	7
Classification of Different Tympanic Membrane Conditions Using Fused Deep Hypercolumn Features and Bidirectional LSTM	7
Five-Year Prognosis Model of Esophageal Cancer Based on Genetic Algorithm Improved Deep Neural Network	7

Time Domain Analysis of Heart Rate Variability Signals in Valence Recognition for Children with Autism Spectrum Disorder (ASD)	7
Deep Learning Using Havrda-Charvat Entropy for Classification of Pulmonary Optical Endomicroscopy	6
Enhancing P300 Detection Using a Band-Selective Filter Bank for a Visual P300 Speller	6
Prognosis Analysis of Heart Failure Based on Recurrent Attention Model	6
Ageing Effect Evaluation on HD-sEMG Signals Using CCA Approach	6
Optimized Two-Stage Ensemble Model for Mammography Mass Recognition	6
Nonlinear Analysis of Stride Interval Time Series in Gait Maturation Using Distribution Entropy	6
Examining Usage to Ensure Utility: Co-Design of a Tool for Fall Prevention	6
Artificial Immune Systems-Based Classification Model for Code-Mixed Social Media Data	6
Real Time Intraoperative Functional Brain Mapping Based on RGB Imaging	5
Adapting Mechanical Characterization of a Biodegradable Polymer to Physiological Approach of Anterior Cruciate Ligament Functions	5
Technological Services in Shared Housing: Needs Elicitation Method from Home to Living Lab	5
Identification of Human Vital Functions Directly Relevant to the Respiratory System Based on the Cardiac and Acoustic Parameters and Random Forest	5
Fast Evaluation of Unhealthy and Healthy Neonates Using Hyperspectral Features on 700-850 Nm Wavelengths, ROI Extraction, and 3D-CNN	5
A Fuzzy Model for Noise Estimation in Magnetic Resonance Images	5
Development of a Simple In Vitro Artery Model and an Evaluation of the Impact of Pulsed Flow on High-Intensity Focused Ultrasound Ablation	5
A 3D Network Based Shape Prior for Automatic Myocardial Disease Segmentation in Delayed-Enhancement MRI	5
Modeling of Neonatal Skull Development Using Computed Tomography Images	5
Decision Tree in Working Memory Task Effectively Characterizes EEG Signals in Healthy Aging Adults	5
Dynamic Diet Planner: A Personal Diet Recommender System Based on Daily Activity and Physical Condition	5
Evaluation of a Learning-based Deformable Registration Method on Abdominal CT Images	5
Stroke Treatment Prediction Using Features Selection Methods and Machine Learning Classifiers	5
Submental MechanoMyoGraphy (MMG) to Characterize the Swallowing Signature	4
Optimal Sensor Deployment According to a New Approach for Target Tracking in Smart Homes	4
Towards an Explainable Model for Sepsis Detection Based on Sensitivity Analysis	4
A Review of Ultrasound Imaging Techniques for the Detection of Down Syndrome	4
MCFA-UNet: Multiscale Cascaded Feature Attention U-Net for Liver Segmentation	4
Effective Connectivity Extracted from Resting-State fMRI Images Using Transfer Entropy	4
Finite Element Model to Reproduce the Effect of Pre-Stress and Needle Insertion Velocity During Infusions into Brain Phantom Gel	4
Uterine Synchronization Analysis During Pregnancy and Labor Using Graph Theory, Classification Based on Neural Network and Deep Learning	4
BCDNet: An Optimized Deep Network for Ultrasound Breast Cancer Detection	4
Analysis of Wrist Pulse Signal: Emotions and Physical Pain	4
sEMG Signal-Based Lower Limb Movements Recognition Using Tunable Q-Factor Wavelet Transform and Kraskov Entropy	4
An Improved Method with High Anti-interference Ability for R Peak Detection in Wearable Devices	4
Vision-Based Framework of Single Master Dual Slave Semi-Autonomous Surgical Robot System	4
A Non-invasive Method for Determining Biomechanical Properties of the Internal Carotid Artery	4
Multi-day Longitudinal Assessment of Physical Activity and Sleep Behavior Among Healthy Young and Older Adults Using Wearable Sensors	3
A Non-Invasive Honey-Cell CSRR Glucose Sensor: Design Considerations and Modelling	3
On the Utility of Parents' Historical Data to Investigate the Causes of Autism Spectrum Disorder: A Data Mining-Based Framework	3
Fatigue Loading Effect in Custom-Made All-on-4 Implants System: A 3D Finite Elements Analysis	3
Detection of Mild Cognitive Impairment Using Kernel Density Estimation Based Texture Analysis of the Corpus Callosum in Brain MR Images	3
Enhanced Laparoscopic Vision Improves Detection of Intraoperative Adverse Events During Laparoscopy	3
Detection of Social Isolation Based on Meal-Taking Activity and Mobility of Elderly People Living Alone	3
Assessment of Techniques for Teaching School Children with Autism	3
A Generic Approach for Efficient Detection of Vascular Structures	3
Multi-Atlas Based Adaptive Active Contour Model with Application to Organs at Risk Segmentation in Brain MR Images	3
Design of a Robotized Magnetic Platform for Targeted Drug Delivery in the Cochlea	3
Gait Variability and IEMG Variation in Gastrocnemius and Medial Hamstring Muscles on Inclined Even and Uneven Planes	3
Backpropagation Neural Network for Processing of Missing Data in Breast Cancer Detection	3
Deep Learning-Based Multi-Label Tissue Segmentation and Density Assessment from Mammograms	3
The Impact of Missing Data on Heart Rate Variability Features: A Comparative Study of Interpolation Methods for Ambulatory Health Monitoring	2
Optimal Sensor Placement in Smart Home Using Building Information Modeling: A Home Support Application	2
Intracranial Compliance, Resistance to CSF-Outflow, and Pressure-Volume Index in Hydrocephalus Patients: A Systematic Review and Meta-Analysis	2
Biomechanical Evaluation of an Exoskeleton for Rehabilitation of Individuals with Parkinson's Disease	2
Efficient Heart Disease Prediction Using Hybrid Deep Learning Classification Models	2
Automated Digitization of the Cardiotocography Signals from Real Scene Image of Binary Clinic Report	2
An EHR Data Quality Evaluation Approach Based on Medical Knowledge and Text Matching	2
GVC-Net: Global Vascular Context Network for Cerebrovascular Segmentation Using Sparse Labels	2
Early Detection of Coronary Microvascular Dysfunction Using Machine Learning Algorithm Based on Vectorcardiography and Cardiodynamicsgram Features	2
Multimodal Observation Method of Digital Accessibility for Elderly People	2
Increased Co-contraction Activity During Push-Off Phase of Walking in Healthy Women	2
Bioactivation of New Harmonic Titanium Alloy to Improve and Control Cellular Response and Differentiation	2
Evaluation of a Wireless Home Sleep Monitoring System Compared to Polysomnography	2
Detailed Investigation of Three-Dimensional Modeling and Printing Technologies from Medical Images to Analyze Femoral Head Fractures Using Finite Element Analysis	2
CTANet: Confidence-Based Threshold Adaption Network for Semi-Supervised Segmentation of Uterine Regions from MR Images for HIFU Treatment	2
Multiparametric qMTI Assessment and Monitoring of Normal Appearing White Matter and Classified T1 Hypointense Lesions in Relapsing-Remitting Multiple Sclerosis	2
An Image Recognition Method for Urine Sediment Based on Semi-supervised Learning	2
Data Processing Techniques May Influence Numerical Results and Interpretation of Single Leg Stance Test	2
Opioid Overdose Detection in a Murine Model Using a Custom-Designed Photoplethysmography Device	2
Catheter Tracking Using a Convolutional Neural Network for Decreasing Interventional Radiology X-Ray Exposure	2
Three-Dimensional Computational Modeling of an Extra-Descending Aortic Assist Device Using Fluid-Structure Interaction	2
Biological Image Segmentation Using Region-Scalable Fitting Energy with B-Spline Level Set Implementation and Watershed	2
Design of Adjustable Frame-Type Prosthetic Socket for Lower Limb	2
The Impact of Scalp's Temperature on the Choice of the Best Layout for TTFields Treatment	2