OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Medical Systems is 15. 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
How about actively using telemedicine during the COVID-19 pandemic?	49

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
Med-PPPHIS: Blockchain-Based Personal Healthcare Information System for National Physique Monitoring and Scientific Exercise Guiding	47
Optimizing the Implementation of COVID-19 “Immunity Certificates” Using Blockchain	47
Stomach Deformities Recognition Using Rank-Based Deep Features Selection	42
IoT Based Predictive Maintenance Management of Medical Equipment	39
Covid-19 Imaging Tools: How Big Data is Big?	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
An Improved Convolutional Neural Network Based Approach for Automated Heartbeat Classification	35
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
Changing Anesthesia Block Allocations Improves Endoscopy Suite Efficiency	32
Suicide Risk Assessment Using Machine Learning and Social Networks: a Scoping Review	32
Reviewing Machine Learning and Image Processing Based Decision-Making Systems for Breast Cancer Imaging	31
Upper Limb Movement Classification Via Electromyographic Signals and an Enhanced Probabilistic Network	30
VLC, OCC, IR and LiFi Reliable Optical Wireless Technologies to be Embedded in Medical Facilities and Medical Devices	30
Data Mining for Cardiovascular Disease Prediction	29
Automatic Lung Health Screening Using Respiratory Sounds	29
An Explainable Artificial Intelligence Framework for the Deterioration Risk Prediction of Hepatitis Patients	27
Usability of an Intelligent Virtual Assistant for Promoting Behavior Change and Self-Care in Older People with Type 2 Diabetes	27
Thermal Imaging - An Emerging Modality for Breast Cancer Detection: A Comprehensive Review	27
The Rising Number of COVID-19 Cases Reflecting Growing Search Trend and Concern of People: A Google Trend Analysis of Eight Major Countries	27
Detection of Atrial Fibrillation from Single Lead ECG Signal Using Multirate Cosine Filter Bank and Deep Neural Network	25
Mobile Apps to Quantify Aspects of Physical Activity: a Systematic Review on its Reliability and Validity	25
The Times they Are a-Changin’ – Healthcare 4.0 Is Coming!	25
Real-Time Smart Patient Monitoring and Assessment Amid COVID-19 Pandemic – an Alternative Approach to Remote Monitoring	24
Fog Computing Employed Computer Aided Cancer Classification System Using Deep Neural Network in Internet of Things Based Healthcare System	24
A Scalable Smartwatch-Based Medication Intake Detection System Using Distributed Machine Learning	24
TensioBot: a Chatbot Assistant for Self-Managed in-House Blood Pressure Checking	24
Automatic Detection of Epileptic Seizures in EEG Using Sparse CSP and Fisher Linear Discrimination Analysis Algorithm	24
Implementation of Medical and Scientific Cooperation in the Caribbean Using Blockchain Technology in Coronavirus (Covid-19) Pandemics	24
A Convolutional Neural Network for Real Time Classification, Identification, and Labelling of Vocal Cord and Tracheal Using Laryngoscopy and Bronchoscopy Video	24
Multi-Feature Fusion Method Based on EEG Signal and its Application in Stroke Classification	23
Usefulness of an Online Preliminary Questionnaire under the COVID-19 Pandemic	23
Efficient and Secure Attribute Based Access Control Architecture for Smart Healthcare	22
The Potential of Big Data Research in HealthCare for Medical Doctors’ Learning	22
An Efficient and Provable Secure Certificate-Based Combined Signature, Encryption and Signcryption Scheme for Internet of Things (IoT) in Mobile Health (M-Health) System	22
An Intelligent Segmentation and Diagnosis Method for Diabetic Retinopathy Based on Improved U-NET Network	22
Application of Big Data and Artificial Intelligence in COVID-19 Prevention, Diagnosis, Treatment and Management Decisions in China	22
Deep Learning in Radiation Oncology Treatment Planning for Prostate Cancer: A Systematic Review	22
COVID-19: Prolonged Social Distancing Implementation Strategy Using Blockchain-Based Movement Passes	21
Lessons from Operations Management to Combat the COVID-19 Pandemic	21
Construction of RSA-Based Authentication Scheme in Authorized Access to Healthcare Services	21
A Hybrid Scheme for Heart Disease Diagnosis Using Rough Set and Cuckoo Search Technique	21
Gait and Balance Assessments using Smartphone Applications in Parkinson’s Disease: A Systematic Review	20
VR4Health: Personalized teaching and learning anatomy using VR	20
Fuzzy Gray Level Difference Histogram Equalization for Medical Image Enhancement	19
Construction and Application of a Medical-Grade Wireless Monitoring System for Physiological Signals at General Wards	19

Conventional Filtering Versus U-Net Based Models for Pulmonary Nodule Segmentation in CT Images	19
Non-pharmaceutical Interventions and the Infodemic on Twitter: Lessons Learned from Italy during the Covid-19 Pandemic	19
A Mobile-Based Screening System for Data Analyses of Early Dementia Traits Detection	18
Diagnostic and Gradation Model of Osteoporosis Based on Improved Deep U-Net Network	18
Stress among Portuguese Medical Students: the EuStress Solution	18
Machine Learning for Health: Algorithm Auditing & Quality Control	18
Integrating Eye-Tracking to Augmented Reality System for Surgical Training	18
Agent-oriented Decision Support System for Business Processes Management with Genetic Algorithm Optimization: an Application in Healthcare	18
Using Telehealth Cardiopulmonary Rehabilitation during the COVID-19 Pandemic	18
Efficient NTRU Lattice-Based Certificateless Signature Scheme for Medical Cyber-Physical Systems	17
Problems and Barriers during the Process of Clinical Coding: a Focus Group Study of Coders’ Perceptions	17
Factors Affecting User’s Behavioral Intention and Use of a Mobile-Phone-Delivered Cognitive Behavioral Therapy for Insomnia: A Small-Scale UTAUT Analysis	17
Improving Health Care Management in Hospitals Through a Productivity Dashboard	17
Pulse Wave Velocity and Machine Learning to Predict Cardiovascular Outcomes in Prediabetic and Diabetic Populations	16
Shedding Light on the Black Box: Explaining Deep Neural Network Prediction of Clinical Outcomes	16
Trustworthy Augmented Intelligence in Health Care	16
Low-Cost Office-Based Cardiovascular Risk Stratification Using Machine Learning and Focused Carotid Ultrasound in an Asian-Indian Cohort	16
Urine Sediment Recognition Method Based on Multi-View Deep Residual Learning in Microscopic Image	16
Smartphone ophthalmoscopy: patient and student practitioner perceptions	15
Emotion Recognition Using Electrodermal Activity Signals and Multiscale Deep Convolutional Neural Network	15
Using Time-Driven Activity-Based Costing to Demonstrate Value in Perioperative Care: Recommendations and Review from the Society for Perioperative Assessment and Quality Improvement (SPAQI)	15
Water Pollution and Environmental Concerns in Anesthesiology	15
Gait-Based Machine Learning for Classifying Patients with Different Types of Mild Cognitive Impairment	15
Evaluative Research of Technologies for Prehospital Communication and Coordination: a Systematic Review	15
Feasibility of Mapping Austrian Health Claims Data to the OMOP Common Data Model	15