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 2020-03-01 to 2024-03-01.)

Article	Citations
Deep Transfer Learning Based Classification Model for COVID-19 Disease	229
A Deep Feature Learning Model for Pneumonia Detection Applying a Combination of mRMR Feature Selection and Machine Learning Models	163
A Hybrid CNN-SVM Threshold Segmentation Approach for Tumor Detection and Classification of MRI Brain Images	151
Automated Deep Transfer Learning-Based Approach for Detection of COVID-19 Infection in Chest X-rays	123
A Review of the Deep Learning Methods for Medical Images Super Resolution Problems	118
Deep Convolution Neural Network Based System for Early Diagnosis of Alzheimer's Disease	82
Machine Learning Approach to Detect Cardiac Arrhythmias in ECG Signals: A Survey	72
White Blood Cells Image Classification Using Deep Learning with Canonical Correlation Analysis	66
Automatic Detection and Classification of Mammograms Using Improved Extreme Learning Machine with Deep Learning	59
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	41
Preparation Strategies for Mg-Alloys for Biodegradable Orthopaedic Implants and Other Biomedical Applications: A Review	40
A Hybrid Deep Learning Model for Predicting Molecular Subtypes of Human Breast Cancer Using Multimodal Data	37
Voice Pathologies Classification and Detection Using EMD-DWT Analysis Based on Higher Order Statistic Features	36
Machine Learning Based Computer Aided Diagnosis of Breast Cancer Utilizing Anthropometric and Clinical Features	32
A Taxonomic Review of the Use of IoT and Blockchain in Healthcare Applications	30
A Comparative Analysis of Performance of Several Wavelet Based ECG Data Compression Methodologies	29
Isolation of Fetal ECG Signals from Abdominal ECG Using Wavelet Analysis	29
Detection of Abnormal Respiratory Events with Single Channel ECG and Hybrid Machine Learning Model in Patients with Obstructive Sleep Apnea	28
Arrhythmic Heartbeat Classification Using 2D Convolutional Neural Networks	27
Detection of Focal and Non-focal Epileptic Seizure Using Continuous Wavelet Transform-Based Scalogram Images and Pre-trained Deep Neural Networks	25
Intelligent Toilet System for Non-invasive Estimation of Blood-Sugar Level from Urine	22
A Review of Methods for Non-Invasive Heart Rate Measurement on Wrist	21
Epileptic Seizure Detection Based on New Hybrid Models with Electroencephalogram Signals	20

Novel PCG Analysis Method for Discriminating Between Abnormal and Normal Heart Sounds	19
Exploring Radiologic Criteria for Glioma Grade Classification on the BraTS Dataset	18
Automatic Detection of Severely and Mildly Infected COVID-19 Patients with Supervised Machine Learning Models	18
Automated Detection of B Cell and T Cell Acute Lymphoblastic Leukaemia Using Deep Learning	18
Classification of Motor Imagery EEG Based on Time-Domain and Frequency-Domain Dual-Stream Convolutional Neural Network	17
Online Classification of Multiple Motor Imagery Tasks Using Filter Bank Based Maximum-a-Posteriori Common Spatial Pattern Filters	16
EEG Based Evaluation of Examination Stress and Test Anxiety Among College Students	15
Deep Learning-Based Metaheuristic Weighted K-Nearest Neighbor Algorithm for the Severity Classification of Breast Cancer	15
Gaussian Dropout Based Stacked Ensemble CNN for Classification of Breast Tumor in Ultrasound Images	15
A Wearable System for In-Home and Long-Term Assessment of Fetal Movement	15
Real-Time Classification of EMG Myo Armband Data Using Support Vector Machine	14
A Computationally Efficient Correlational Neural Network for Automated Prediction of Chronic Kidney Disease	14
A Fast and Accurate Method for Glaucoma Screening from Smartphone-Captured Fundus Images	14
A Comparative Approach for MI-Based EEG Signals Classification Using Energy, Power and Entropy	14
Attention-Based DenseNet for Pneumonia Classification	14
Classification of Early Stages of Esophageal Cancer Using Transfer Learning	13
A Review on Convolutional Neural Networks for Brain Tumor Segmentation: Methods, Datasets, Libraries, and Future Directions	13
Optimized Tunable Q Wavelet Transform Based Drowsiness Detection from Electroencephalogram Signals	13
Motor Imagery EEG Spectral-Spatial Feature Optimization Using Dual-Tree Complex Wavelet and Neighbourhood Component Analysis	13
Detection of Breast Cancer Based on Fuzzy Frequent Itemsets Mining	13
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
New Intraclass Helitrons Classification Using DNA-Image Sequences and Machine Learning Approaches	12
Multi-Feature Fusion Method for Identifying Carotid Artery Vulnerable Plaque	12
Electrocardiogram Data Compression Techniques for Cardiac Healthcare Systems: A Methodological Review	11
Distributed Biomedical Scheme for Controlled Recovery of Medical Encrypted Images	11
Classification Performance-Based Feature Selection Algorithm for Machine Learning: P-Score	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
Investigating the Effect of Flickering Frequency Pair and Mother Wavelet Selection in Steady-State Visually-Evoked Potentials on Two-Command Brain-Computer Interfaces	10
A Multi-Branch Convolutional Neural Network for Screening and Staging of Diabetic Retinopathy Based on Wide-Field Optical Coherence Tomography Angiography	10
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
CoordConv-Unet: Investigating CoordConv for Organ Segmentation	8
Benchmarking the Clustering Performances of Evolutionary Algorithms: A Case Study on Varying Data Size	8
ECG Data Compression Using Modified Run Length Encoding of Wavelet Coefficients for Holter Monitoring	8
Human Gait Recognition Using Hip, Knee and Ankle Joint Ratios	8
ROI-Based Compression Strategy of 3D MRI Brain Datasets for Wireless Communications	8
Surface Modification of Biodegradable Mg-4Zn Alloy Using PMEDM: An Experimental Investigation, Optimization and Corrosion Analysis	8