OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Medical Systems is 35. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 500 papers]. The publications cover those that have been published in the past four years, i.e., from 2019-08-01 to 2023-08-01.)

Article	Citations
Use of Telemedicine and Virtual Care for Remote Treatment in Response to COVID-19 Pandemic	330
AI-Driven Tools for Coronavirus Outbreak: Need of Active Learning and Cross-Population Train/Test Models on Multitudinal/Multimodal Data	233
Detection of COVID-19 Infection from Routine Blood Exams with Machine Learning: A Feasibility Study	191
Automated Detection of Alzheimer’s Disease Using Brain MRI Images– A Study with Various Feature Extraction Techniques	168
Role of biological Data Mining and Machine Learning Techniques in Detecting and Diagnosing the Novel Coronavirus (COVID-19): A Systematic Review	160
A Deep Learning Approach for Automated Diagnosis and Multi-Class Classification of Alzheimer’s Disease Stages Using Resting-State fMRI and Residual Neural Networks	151
A Systematic Review for Enabling of Develop a Blockchain Technology in Healthcare Application: Taxonomy, Substantially Analysis, Motivations, Challenges, Recommendations and Future Direction	123
A Systematic Review of Smartphone Applications Available for Corona Virus Disease 2019 (COVID19) and the Assessment of their Quality Using the Mobile Application Rating Scale (MARS)	112
On the Integration of Agents and Digital Twins in Healthcare	106
Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19	93
COVID-19 Prediction Models and Unexploited Data	90
A New Approach for Brain Tumor Segmentation and Classification Based on Score Level Fusion Using Transfer Learning	89
Brain Tumor Detection by Using Stacked Autoencoders in Deep Learning	79
Prevalence and Diagnosis of Neurological Disorders Using Different Deep Learning Techniques: A Meta-Analysis	77
Classification of Mammogram Images Using Multiscale all Convolutional Neural Network (MA-CNN)	70
The Role of Augmented Intelligence (AI) in Detecting and Preventing the Spread of Novel Coronavirus	67
Validity of the Empatica E4 Wristband to Measure Heart Rate Variability (HRV) Parameters: a Comparison to Electrocardiography (ECG)	66
Design of a Secure Medical Data Sharing Scheme Based on Blockchain	66
How Can Blockchain Help People in the Event of Pandemics Such as the COVID-19?	62
Early Detection of Silent Hypoxia in Covid-19 Pneumonia Using Smartphone Pulse Oximetry	59
Health Equity Tourism: Ravaging the Justice Landscape	59
Classification of Depression Patients and Normal Subjects Based on Electroencephalogram (EEG) Signal Using Alpha Power and Theta Asymmetry	56
Utility of Artificial Intelligence Amidst the COVID 19 Pandemic: A Review	54
Transforming Healthcare Cybersecurity from Reactive to Proactive: Current Status and Future Recommendations	52
A Novel Block Imaging Technique Using Nine Artificial Intelligence Models for COVID-19 Disease Classification, Characterization and Severity Measurement in Lung Computed Tomography Scans on an Italian	49

How about actively using telemedicine during the COVID-19 pandemic?	49
Optimizing the Implementation of COVID-19 “Immunity Certificates” Using Blockchain	47
Med-PPPHIS: Blockchain-Based Personal Healthcare Information System for National Physique Monitoring and Scientific Exercise Guiding	47
Stomach Deformities Recognition Using Rank-Based Deep Features Selection	42
Covid-19 Imaging Tools: How Big Data is Big?	39
IoT Based Predictive Maintenance Management of Medical Equipment	39
Cyber Attacks on Healthcare Devices Using Unmanned Aerial Vehicles	38
Artificial Intelligence: A New Tool in Operating Room Management. Role of Machine Learning Models in Operating Room Optimization	37
Revisited COVID-19 Mortality and Recovery Rates: Are we Missing Recovery Time Period?	37
Stress Detection via Keyboard Typing Behaviors by Using Smartphone Sensors and Machine Learning Techniques	35
Lung Nodule Detection based on Ensemble of Hand Crafted and Deep Features	35
Detection of Depression and Scaling of Severity Using Six Channel EEG Data	35
An Improved Convolutional Neural Network Based Approach for Automated Heartbeat Classification	35