OOIR: Observatory of International Research

Papers

(The TQCC of IRBM is 8. 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
Empirical Mode Decomposition and Wavelet Transform Based ECG Data Compression Scheme	47
An Approach Based on Mutually Informed Neural Networks to Optimize the Generalization Capabilities of Decision Support Systems Developed for Heart Failure Prediction	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
Automated Detection of B Cell and T Cell Acute Lymphoblastic Leukaemia Using Deep Learning	36
Detection of Focal and Non-focal Epileptic Seizure Using Continuous Wavelet Transform-Based Scalogram Images and Pre-trained Deep Neural Networks	36
Arrhythmic Heartbeat Classification Using 2D Convolutional Neural Networks	34
A Comparative Analysis of Performance of Several Wavelet Based ECG Data Compression Methodologies	31
Deep Learning-Based Metaheuristic Weighted K-Nearest Neighbor Algorithm for the Severity Classification of Breast Cancer	31
Real-Time Classification of EMG Myo Armband Data Using Support Vector Machine	28
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
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
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
Classification of Motor Imagery EEG Based on Time-Domain and Frequency-Domain Dual-Stream Convolutional Neural Network	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
Optimized Tunable Q Wavelet Transform Based Drowsiness Detection from Electroencephalogram Signals	19
Attention-Based DenseNet for Pneumonia Classification	19
A Fast and Accurate Method for Glaucoma Screening from Smartphone-Captured Fundus Images	19
Classification of Early Stages of Esophageal Cancer Using Transfer Learning	18
Multi-Feature Fusion Method for Identifying Carotid Artery Vulnerable Plaque	18
Electrocardiogram Data Compression Techniques for Cardiac Healthcare Systems: A Methodological Review	18
A Comparative Approach for MI-Based EEG Signals Classification Using Energy, Power and Entropy	17
Brain-Computer Interface Speller System for Alternative Communication: A Review	15
A Real-Time Capable Linear Time Classifier Scheme for Anticipated Hand Movements Recognition from Amputee Subjects Using Surface EMG Signals	15
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
A Multi-Branch Convolutional Neural Network for Screening and Staging of Diabetic Retinopathy Based on Wide-Field Optical Coherence Tomography Angiography	14
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
New Intraclass Helitrons Classification Using DNA-Image Sequences and Machine Learning Approaches	13
Distributed Biomedical Scheme for Controlled Recovery of Medical Encrypted Images	12
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
A Robust Feature Descriptor for Biomedical Image Retrieval	11
Secure Similar Image Search and Copyright Protection over Encrypted Medical Image Databases	11
Modified Fuzzy Q Learning Based Classifier for Pneumonia and Tuberculosis	11
MCFA-UNet: Multiscale Cascaded Feature Attention U-Net for Liver Segmentation	10
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
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
Determination of Body Fat Percentage by Gender Based with Photoplethysmography Signal Using Machine Learning Algorithm	9
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
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