OOIR: Observatory of International Research

Papers

(The H4-Index of Computational and Mathematical Methods in Medicine is 33. 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
Hybrid Model for Detection of Cervical Cancer Using Causal Analysis and Machine Learning Techniques	130
COVID-19 Detection Based on Lung Ct Scan Using Deep Learning Techniques	99
A Systematic Literature Review on Particle Swarm Optimization Techniques for Medical Diseases Detection	91
Bone Cancer Detection Using Feature Extraction Based Machine Learning Model	89
Breast Cancer Diagnosis by Convolutional Neural Network and Advanced Thermal Exchange Optimization Algorithm	87
Early Diagnosis of Brain Tumour MRI Images Using Hybrid Techniques between Deep and Machine Learning	84
Breast Tumor Detection and Classification in Mammogram Images Using Modified YOLOv5 Network	81
A Mathematical Model of COVID-19 with Vaccination and Treatment	81
Deep Learning in Cancer Diagnosis and Prognosis Prediction: A Minireview on Challenges, Recent Trends, and Future Directions	70
Wearable Wireless Body Area Networks for Medical Applications	69
Detection of Fake News Text Classification on COVID-19 Using Deep Learning Approaches	65
Deep Learning-Based Sentiment Analysis of COVID-19 Vaccination Responses from Twitter Data	62
Analysis of DNA Sequence Classification Using CNN and Hybrid Models	61
Effective Image Processing and Segmentation-Based Machine Learning Techniques for Diagnosis of Breast Cancer	59
Hybrid Inception v3 XGBoost Model for Acute Lymphoblastic Leukemia Classification	58
Classification of Alzheimer’s Disease Using Gaussian-Based Bayesian Parameter Optimization for Deep Convolutional LSTM Network	56
ECG Heartbeat Classification Based on an Improved ResNet-18 Model	55
A Mathematical Model of COVID-19 Pandemic: A Case Study of Bangkok, Thailand	53
IoT-Based Smart Health Monitoring System for COVID-19 Patients	52
Comparative Analysis for Prediction of Kidney Disease Using Intelligent Machine Learning Methods	50
Score and Correlation Coefficient-Based Feature Selection for Predicting Heart Failure Diagnosis by Using Machine Learning Algorithms	48
Machine Learning-Based Automated Diagnostic Systems Developed for Heart Failure Prediction Using Different Types of Data Modalities: A Systematic Review and Future Directions	48
Gastrointestinal Tract Disease Classification from Wireless Endoscopy Images Using Pretrained Deep Learning Model	47
Facial Features Detection System To Identify Children With Autism Spectrum Disorder: Deep Learning Models	47
Review on Epileptic Seizure Prediction: Machine Learning and Deep Learning Approaches	45

Diagnosis of Brain Tumor Using Light Weight Deep Learning Model with Fine-Tuning Approach	42
Diagnosis of Alzheimer’s Disease Severity with fMRI Images Using Robust Multitask Feature Extraction Method and Convolutional Neural Network (CNN)	40
COVID-19 in Iran: Forecasting Pandemic Using Deep Learning	39
Integration of Multiple-Omics Data to Analyze the Population-Specific Differences for Coronary Artery Disease	39
iBLP: An XGBoost-Based Predictor for Identifying Bioluminescent Proteins	38
Developing a Recognition System for Diagnosing Melanoma Skin Lesions Using Artificial Intelligence Algorithms	35
Investigating the Role of Image Fusion in Brain Tumor Classification Models Based on Machine Learning Algorithm for Personalized Medicine	35
An Overview of Deep Learning Techniques on Chest X-Ray and CT Scan Identification of COVID-19	34
Genomic Island Prediction via Chi-Square Test and Random Forest Algorithm	33
PSSPNN: PatchShuffle Stochastic Pooling Neural Network for an Explainable Diagnosis of COVID-19 with Multiple-Way Data Augmentation	33
Influential Usage of Big Data and Artificial Intelligence in Healthcare	33
A Hybrid Approach Based on Deep CNN and Machine Learning Classifiers for the Tumor Segmentation and Classification in Brain MRI	33