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 2020-11-01 to 2024-11-01.)

Article	Citations
Deep Transfer Learning Based Classification Model for COVID-19 Disease	245
A Hybrid CNN-SVM Threshold Segmentation Approach for Tumor Detection and Classification of MRI Brain Images	212
A Review of the Deep Learning Methods for Medical Images Super Resolution Problems	157
Automated Deep Transfer Learning-Based Approach for Detection of COVID-19 Infection in Chest X-rays	127
Deep Convolution Neural Network Based System for Early Diagnosis of Alzheimer's Disease	108
White Blood Cells Image Classification Using Deep Learning with Canonical Correlation Analysis	89
Automatic Detection and Classification of Mammograms Using Improved Extreme Learning Machine with Deep Learning	67
A Hybrid Deep Learning Model for Predicting Molecular Subtypes of Human Breast Cancer Using Multimodal Data	55
COVID-19 Detection System Using Chest CT Images and Multiple Kernels-Extreme Learning Machine Based on Deep Neural Network	54
Preparation Strategies for Mg-Alloys for Biodegradable Orthopaedic Implants and Other Biomedical Applications: A Review	51
An Approach Based on Mutually Informed Neural Networks to Optimize the Generalization Capabilities of Decision Support Systems Developed for Heart Failure Prediction	47
Empirical Mode Decomposition and Wavelet Transform Based ECG Data Compression Scheme	47
Machine Learning Based Computer Aided Diagnosis of Breast Cancer Utilizing Anthropometric and Clinical Features	41
A Taxonomic Review of the Use of IoT and Blockchain in Healthcare Applications	38
Detection of Focal and Non-focal Epileptic Seizure Using Continuous Wavelet Transform-Based Scalogram Images and Pre-trained Deep Neural Networks	36
Automated Detection of B Cell and T Cell Acute Lymphoblastic Leukaemia Using Deep Learning	36
Arrhythmic Heartbeat Classification Using 2D Convolutional Neural Networks	34
Deep Learning-Based Metaheuristic Weighted K-Nearest Neighbor Algorithm for the Severity Classification of Breast Cancer	31
A Comparative Analysis of Performance of Several Wavelet Based ECG Data Compression Methodologies	31
EEG Based Evaluation of Examination Stress and Test Anxiety Among College Students	28
Automatic Detection of Severely and Mildly Infected COVID-19 Patients with Supervised Machine Learning Models	28
Real-Time Classification of EMG Myo Armband Data Using Support Vector Machine	28
Epileptic Seizure Detection Based on New Hybrid Models with Electroencephalogram Signals	26
A Review on Convolutional Neural Networks for Brain Tumor Segmentation: Methods, Datasets, Libraries, and Future Directions	24
Classification of Motor Imagery EEG Based on Time-Domain and Frequency-Domain Dual-Stream Convolutional Neural Network	23

A Review of Methods for Non-Invasive Heart Rate Measurement on Wrist	23
Exploring Radiologic Criteria for Glioma Grade Classification on the BraTS Dataset	23
Motor Imagery EEG Spectral-Spatial Feature Optimization Using Dual-Tree Complex Wavelet and Neighbourhood Component Analysis	22
Gaussian Dropout Based Stacked Ensemble CNN for Classification of Breast Tumor in Ultrasound Images	20
A Fast and Accurate Method for Glaucoma Screening from Smartphone-Captured Fundus Images	19
Optimized Tunable Q Wavelet Transform Based Drowsiness Detection from Electroencephalogram Signals	19
Attention-Based DenseNet for Pneumonia Classification	19
Electrocardiogram Data Compression Techniques for Cardiac Healthcare Systems: A Methodological Review	18
Classification of Early Stages of Esophageal Cancer Using Transfer Learning	18
Multi-Feature Fusion Method for Identifying Carotid Artery Vulnerable Plaque	18
A Comparative Approach for MI-Based EEG Signals Classification Using Energy, Power and Entropy	17
A Real-Time Capable Linear Time Classifier Scheme for Anticipated Hand Movements Recognition from Amputee Subjects Using Surface EMG Signals	15
Brain-Computer Interface Speller System for Alternative Communication: A Review	15
A Multi-Branch Convolutional Neural Network for Screening and Staging of Diabetic Retinopathy Based on Wide-Field Optical Coherence Tomography Angiography	14
A Computationally Efficient Correlational Neural Network for Automated Prediction of Chronic Kidney Disease	14
Investigating the Effect of Flickering Frequency Pair and Mother Wavelet Selection in Steady-State Visually-Evoked Potentials on Two-Command Brain-Computer Interfaces	14
Detection of Breast Cancer Based on Fuzzy Frequent Itemsets Mining	14
New Intraclass Helitrons Classification Using DNA-Image Sequences and Machine Learning Approaches	13
AI for COVID-19 Detection from Radiographs: Incisive Analysis of State of the Art Techniques, Key Challenges and Future Directions	13
Adaptive SSA Based Muscle Artifact Removal from Single Channel EEG Using Neural Network Regressor	13
Surface Modification of Biodegradable Mg-4Zn Alloy Using PMEDM: An Experimental Investigation, Optimization and Corrosion Analysis	12
Enhancing P300 Detection Using a Band-Selective Filter Bank for a Visual P300 Speller	12
Distributed Biomedical Scheme for Controlled Recovery of Medical Encrypted Images	12
Secure Similar Image Search and Copyright Protection over Encrypted Medical Image Databases	11
Modified Fuzzy Q Learning Based Classifier for Pneumonia and Tuberculosis	11
A Robust Feature Descriptor for Biomedical Image Retrieval	11
CoordConv-Unet: Investigating CoordConv for Organ Segmentation	10
ECG Data Compression Using Modified Run Length Encoding of Wavelet Coefficients for Holter Monitoring	10
Fundus Retinal Vessels Image Segmentation Method Based on Improved U-Net	10
MCFA-UNet: Multiscale Cascaded Feature Attention U-Net for Liver Segmentation	10
Determination of Body Fat Percentage by Gender Based with Photoplethysmography Signal Using Machine Learning Algorithm	9
Towards an Explainable Model for Sepsis Detection Based on Sensitivity Analysis	9
Time Domain Analysis of Heart Rate Variability Signals in Valence Recognition for Children with Autism Spectrum Disorder (ASD)	9
Multi-Atlas Based Adaptive Active Contour Model with Application to Organs at Risk Segmentation in Brain MR Images	8
Porogen Effect on Structural and Physical Properties of β-TCP Scaffolds for Bone Tissue Regeneration	8
sEMG Signal-Based Lower Limb Movements Recognition Using Tunable Q-Factor Wavelet Transform and Kraskov Entropy	8
Five-Year Prognosis Model of Esophageal Cancer Based on Genetic Algorithm Improved Deep Neural Network	8
ROI-Based Compression Strategy of 3D MRI Brain Datasets for Wireless Communications	8
Ageing Effect Evaluation on HD-sEMG Signals Using CCA Approach	8
Evaluation of Biomechanical and Stress Distribution of Different Dental Implant Designs: Primary Stability and Photoelastic Analysis	8
Modeling of Neonatal Skull Development Using Computed Tomography Images	7
Classification of Different Tympanic Membrane Conditions Using Fused Deep Hypercolumn Features and Bidirectional LSTM	7
Real Time Intraoperative Functional Brain Mapping Based on RGB Imaging	7
Combined Metaheuristic Algorithm and Radiomics Strategy for the Analysis of Neuroanatomical Structures in Schizophrenia and Schizoaffective Disorders	7
Stroke Treatment Prediction Using Features Selection Methods and Machine Learning Classifiers	7
BCDNet: An Optimized Deep Network for Ultrasound Breast Cancer Detection	7
Deep Learning Using Havrda-Charvat Entropy for Classification of Pulmonary Optical Endomicroscopy	7
Evaluation of Diagnostic Value of Mediastinum for Differentiation of Drug Sensitive, Multi and Extensively Drug Resistant Tuberculosis Using Chest X-Rays	7
Decision Tree in Working Memory Task Effectively Characterizes EEG Signals in Healthy Aging Adults	7
Analysis of Wrist Pulse Signal: Emotions and Physical Pain	6

Identification of Human Vital Functions Directly Relevant to the Respiratory System Based on the Cardiac and Acoustic Parameters and Random Forest	6
Backpropagation Neural Network for Processing of Missing Data in Breast Cancer Detection	6
Evaluation of a Learning-based Deformable Registration Method on Abdominal CT Images	6
Fast Evaluation of Unhealthy and Healthy Neonates Using Hyperspectral Features on 700-850 Nm Wavelengths, ROI Extraction, and 3D-CNN	6
Artificial Immune Systems-Based Classification Model for Code-Mixed Social Media Data	6
Dynamic Diet Planner: A Personal Diet Recommender System Based on Daily Activity and Physical Condition	6
Nonlinear Analysis of Stride Interval Time Series in Gait Maturation Using Distribution Entropy	6
Uterine Synchronization Analysis During Pregnancy and Labor Using Graph Theory, Classification Based on Neural Network and Deep Learning	6
Finite Element Model to Reproduce the Effect of Pre-Stress and Needle Insertion Velocity During Infusions into Brain Phantom Gel	5
Design of a Robotized Magnetic Platform for Targeted Drug Delivery in the Cochlea	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
An Image Recognition Method for Urine Sediment Based on Semi-supervised Learning	5
A 3D Network Based Shape Prior for Automatic Myocardial Disease Segmentation in Delayed-Enhancement MRI	5
Efficient Heart Disease Prediction Using Hybrid Deep Learning Classification Models	5
Effective Connectivity Extracted from Resting-State fMRI Images Using Transfer Entropy	5
Detection of Social Isolation Based on Meal-Taking Activity and Mobility of Elderly People Living Alone	5
Technological Services in Shared Housing: Needs Elicitation Method from Home to Living Lab	5
Adapting Mechanical Characterization of a Biodegradable Polymer to Physiological Approach of Anterior Cruciate Ligament Functions	5
The Impact of Missing Data on Heart Rate Variability Features: A Comparative Study of Interpolation Methods for Ambulatory Health Monitoring	5
Submental MechanoMyoGraphy (MMG) to Characterize the Swallowing Signature	5
A Deep Learning Approach for Predicting Subject-Specific Human Skull Shape from Head Toward a Decision Support System for Home-Based Facial Rehabilitation	4
Optimal Sensor Deployment According to a New Approach for Target Tracking in Smart Homes	4
Evaluation of a Wireless Home Sleep Monitoring System Compared to Polysomnography	4
On the Utility of Parents' Historical Data to Investigate the Causes of Autism Spectrum Disorder: A Data Mining-Based Framework	4
Early Detection of Coronary Microvascular Dysfunction Using Machine Learning Algorithm Based on Vectorcardiography and Cardiodynamicsgram Features	4
Development of an Intelligent Mobile Health Monitoring System for the Health Surveillance System in Indonesia	4
Vision-Based Framework of Single Master Dual Slave Semi-Autonomous Surgical Robot System	4
Radiomic Features Based Severity Prediction in Dementia MR Images Using Hybrid SSA-PSO Optimizer and Multi-class SVM Classifier	4
Detection of Mild Cognitive Impairment Using Kernel Density Estimation Based Texture Analysis of the Corpus Callosum in Brain MR Images	4
A Non-Invasive Honey-Cell CSRR Glucose Sensor: Design Considerations and Modelling	4
Gait Variability and IEMG Variation in Gastrocnemius and Medial Hamstring Muscles on Inclined Even and Uneven Planes	4
A Generic Approach for Efficient Detection of Vascular Structures	4
CTANet: Confidence-Based Threshold Adaption Network for Semi-Supervised Segmentation of Uterine Regions from MR Images for HIFU Treatment	3
Increased Co-contraction Activity During Push-Off Phase of Walking in Healthy Women	3
Fatigue Loading Effect in Custom-Made All-on-4 Implants System: A 3D Finite Elements Analysis	3
GVC-Net: Global Vascular Context Network for Cerebrovascular Segmentation Using Sparse Labels	3
Cardiovascular Disorder Severity Detection Using Myocardial Anatomic Features Based Optimized Extreme Learning Machine Approach	3
Biomechanical Evaluation of an Exoskeleton for Rehabilitation of Individuals with Parkinson's Disease	3
Biological Image Segmentation Using Region-Scalable Fitting Energy with B-Spline Level Set Implementation and Watershed	3
Design of Adjustable Frame-Type Prosthetic Socket for Lower Limb	3
Effect of Local Network Characteristics on the Performance of the SSVEP Brain-Computer Interface	3
Deep Learning-Based Multi-Label Tissue Segmentation and Density Assessment from Mammograms	3
Classification of Moderate and Advanced Alzheimer's Patients Using Radial Basis Function Based Neural Networks Initialized with Fuzzy Logic	2
Simplified Muscle-Recruitment Strategy During Walking in Parkinson's Disease People: A Time-Frequency Analysis of EMG Signal	2
2D-3D Reconstruction of a Femur by Single X-Ray Image Based on Deep Transfer Learning Network	2
Influence of Stimuli Spatial Proximity on a SSVEP-Based BCI Performance	2
SNOROSALAB: A Method Facilitating the Diagnosis of Sleep Breathing Disorders Before Polysomnography	2
Multimodal Observation Method of Digital Accessibility for Elderly People	2
Three-Dimensional Computational Modeling of an Extra-Descending Aortic Assist Device Using Fluid-Structure Interaction	2
Opioid Overdose Detection in a Murine Model Using a Custom-Designed Photoplethysmography Device	2
Detailed Investigation of Three-Dimensional Modeling and Printing Technologies from Medical Images to Analyze Femoral Head Fractures Using Finite Element Analysis	2
An EHR Data Quality Evaluation Approach Based on Medical Knowledge and Text Matching	2
Enhanced Laparoscopic Vision Improves Detection of Intraoperative Adverse Events During Laparoscopy	2
Data Processing Techniques May Influence Numerical Results and Interpretation of Single Leg Stance Test	2
Optimal Sensor Placement in Smart Home Using Building Information Modeling: A Home Support Application	2
Catheter Tracking Using a Convolutional Neural Network for Decreasing Interventional Radiology X-Ray Exposure	2
Bioactivation of New Harmonic Titanium Alloy to Improve and Control Cellular Response and Differentiation	2
Automated Digitization of the Cardiotocography Signals from Real Scene Image of Binary Clinic Report	2
The Effect of Mesh Orientation, Defect Location and Size on the Biomechanical Compatibility of Hernia Mesh	2
MonEco: a Novel Health Monitoring Ecosystem to Predict Respiratory and Cardiovascular Disorders	2
Combining Cultural Probes and Interviews with Caregivers to Co-Design a Social Mobile Robotic Solution	2
Early Detection of Pressure Ulcers: Considering the Reperfusion	2
Intracranial Compliance, Resistance to CSF-Outflow, and Pressure-Volume Index in Hydrocephalus Patients: A Systematic Review and Meta-Analysis	2