Journal of Medical Systems

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
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
Revisited COVID-19 Mortality and Recovery Rates: Are we Missing Recovery Time Period?	37
Artificial Intelligence: A New Tool in Operating Room Management. Role of Machine Learning Models in Operating Room Optimization	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
Suicide Risk Assessment Using Machine Learning and Social Networks: a Scoping Review	32
Changing Anesthesia Block Allocations Improves Endoscopy Suite Efficiency	32
Reviewing Machine Learning and Image Processing Based Decision-Making Systems for Breast Cancer Imaging	31
VLC, OCC, IR and LiFi Reliable Optical Wireless Technologies to be Embedded in Medical Facilities and Medical Devices	30
Upper Limb Movement Classification Via Electromyographic Signals and an Enhanced Probabilistic Network	30
Automatic Lung Health Screening Using Respiratory Sounds	29
Data Mining for Cardiovascular Disease Prediction	29
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
An Explainable Artificial Intelligence Framework for the Deterioration Risk Prediction of Hepatitis Patients	27
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
Detection of Atrial Fibrillation from Single Lead ECG Signal Using Multirate Cosine Filter Bank and Deep Neural Network	25
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
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
Usefulness of an Online Preliminary Questionnaire under the COVID-19 Pandemic	23
Multi-Feature Fusion Method Based on EEG Signal and its Application in Stroke Classification	23
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
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
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
COVID-19: Prolonged Social Distancing Implementation Strategy Using Blockchain-Based Movement Passes	21
Lessons from Operations Management to Combat the COVID-19 Pandemic	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
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

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
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
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
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
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
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
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
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
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
Cognitive Intelligence Assisted Fog-Cloud Architecture for Generalized Anxiety Disorder (GAD) Prediction	14
Information and Communication Technology, Mobile Devices, and Medical Education	14
New Method to Reduce COVID-19 Transmission - The Need for Medical Air Disinfection is Now	14
Big Data Skills Sustainable Development in Healthcare and Pharmaceuticals	14
Graph-Representation of Patient Data: a Systematic Literature Review	14
The Impact of the COVID-19 Pandemic and the Importance of Telemedicine in Managing Acute ST Segment Elevation Myocardial Infarction Patients: Preliminary Experience and Literature Review	14
Treatment of Depression in Primary Care with Computerized Psychological Therapies: Systematic Reviews	13
Study on the Acceptability of an ICT Platform for Older Adults with Mild Cognitive Impairment	13
Reliability of the ASA Physical Status Classification System in Predicting Surgical Morbidity: a Retrospective Analysis	13
Use of Text Messaging (SMS) for the Management of Side Effects in Cancer Patients Undergoing Chemotherapy Treatment: a Randomized Controlled Trial	13
Developing and Preliminary Validating an Automatic Cell Classification System for Bone Marrow Smears: a Pilot Study	13
A Transparent and Adaptable Method to Extract Colonoscopy and Pathology Data Using Natural Language Processing	13
Breast histopathological image analysis using image processing techniques for diagnostic purposes: A methodological review	13
User Centered Design to Improve Information Exchange in Diabetes Care Through eHealth	13
Patients’ Perspectives on the Usability of a Mobile App for Self-Management following Spinal Cord Injury	12
Prediction of Clinical Pathologic Prognostic Factors for Rectal Adenocarcinoma: Volumetric Texture Analysis Based on Apparent Diffusion Coefficient Maps	12
Optimizing Adaptive Notifications in Mobile Health Interventions Systems: Reinforcement Learning from a Data-driven Behavioral Simulator	12
Quantitative Analysis of DCE-MRI and RESOLVE-DWI for Differentiating Nasopharyngeal Carcinoma from Nasopharyngeal Lymphoid Hyperplasia	11
IoT Architecture for Smart Control of an Exoskeleton Robot in Rehabilitation by Using a Natural User Interface Based on Gestures	11
Machine Learning in Medical Emergencies: a Systematic Review and Analysis	11
Comparing Different Methods for Named Entity Recognition in Portuguese Neurology Text	11
Drone Technology for Assisting COVID-19 Victims in Remote Areas: Opportunity and Challenges	11
Mixed Reality Visualization of Radiation Dose for Health Professionals and Patients in Interventional Radiology	11
Using Google Trends to Predict Pediatric Respiratory Syncytial Virus Encounters at a Major Health Care System	11
Automatic Grading of Retinal Blood Vessel in Deep Retinal Image Diagnosis	11
Multi-Class Classification of Sleep Apnea/Hypopnea Events Based on Long Short-Term Memory Using a Photoplethysmography Signal	11
Measurement and Control of an Incubator Temperature by Using Conventional Methods and Fiber Bragg Grating (FBG) Based Temperature Sensors	10
Effect of AI Explanations on Human Perceptions of Patient-Facing AI-Powered Healthcare Systems	10
General Data Protection Regulation in Health Clinics	10
Towards Interoperability in Clinical Research - Enabling FHIR on the Open-Source Research Platform XNAT	10
Artificial Intelligence and a Pandemic: an Analysis of the Potential Uses and Drawbacks	10
MARC: A Novel Framework for Detecting MITM Attacks in eHealthcare BLE Systems	10
Optic Disc and Cup Image Segmentation Utilizing Contour-Based Transformation and Sequence Labeling Networks	10
Smartphone Apps in Graduate Medical Education Virtual Recruitment During the COVID-19 Pandemic	10
Sensitivity and Specificity of Real-World Social Factor Screening Approaches	9
Validation of Motion Tracking Software for Evaluation of Surgical Performance in Laparoscopic Cholecystectomy	9
Technology Acceptance of a Machine Learning Algorithm Predicting Delirium in a Clinical Setting: a Mixed-Methods Study	9
Authenticated Key Agreement Scheme with Strong Anonymity for Multi-Server Environment in TMIS	9
NPMA: A Novel Privacy-Preserving Mutual Authentication in TMIS for Mobile Edge-Cloud Architecture	9
The Published Scientific Literature on COVID-19: An Analysis of PubMed Abstracts	9
Sensors are Capable to Help in the Measurement of the Results of the Timed-Up and Go Test? A Systematic Review	9
A Review of Smart Technologies Embedded in Shoes	9
Evidence-Based Strategies in Using Persuasive Interventions to Optimize Antimicrobial Use in Healthcare: a Narrative Review	9
Contextual Structured Reporting in Radiology: Implementation and Long-Term Evaluation in Improving the Communication of Critical Findings	9
Access to Broadband Internet and its Utilization for Health Information Seeking and Health Communication among Informal Caregivers in the United States	9
Segmentation and Diagnosis of Liver Carcinoma Based on Adaptive Scale-Kernel Fuzzy Clustering Model for CT Images	9
Cardiovascular Risk Factors and Heart Rate Variability: Impact of the Level of the Threshold-Based Artefact Correction Used to Process the Heart Rate Variability Signal	9
Health Outcomes and Healthcare Efficiencies Associated with the Use of Electronic Health Records in Hospital Emergency Departments: a Systematic Review	8
Secure Instant Messaging Application in Prenatal Care	8
The Effect of Multimodal Emotional Expression on Responses to a Digital Human during a Self-Disclosure Conversation: a Computational Analysis of User Language	8
Deep Learning-Based Natural Language Processing in Radiology: The Impact of Report Complexity, Disease Prevalence, Dataset Size, and Algorithm Type on Model Performance	8
An Agent-based Decision Support for a Vaccination Campaign	8
System Design for Emergency Alert Triggered by Falls Using Convolutional Neural Networks	8
A Procedure for Designing Custom-Made Implants for Forehead Augmentation in People Suffering from Apert Syndrome	8
Non-alcoholic Fatty Liver and Liver Fibrosis Predictive Analytics: Risk Prediction and Machine Learning Techniques for Improved Preventive Medicine	8

Patient Perceptions of New Robotic Technologies in Clinical Restorative Dentistry	8
Towards the Use of Blockchain in Mobile Health Services and Applications	8
Diabetic Macular Edema Screened by Handheld Smartphone-based Retinal Camera and Artificial Intelligence	8
Breaking out of the Box: Wearable Technology Applications for Detecting the Spread of COVID-19	8
Imaging Examination and Quantitative Detection and Analysis of Gastrointestinal Diseases Based on Data Mining Technology	8
Practice in Information Technology Support for Fangcang Shelter Hospital during COVID-19 Epidemic in Wuhan, China	8
Mobile Triage Applications: A Systematic Review in Literature and Play Store	8
Extensive Review of Persuasive System Design Categories and Principles: Behavioral Obesity Interventions	7
Different Scenarios for the Prediction of Hospital Readmission of Diabetic Patients	7
Evidence Based Recommendations for Designing Heart Rate Variability Studies	7
Machine Learning as a Catalyst for Value-Based Health Care	7
Lessons Learned from the Usability Evaluation of a Simulated Patient Dialogue System	7
A Collaborative Framework Based for Semantic Patients-Behavior Analysis and Highlight Topics Discovery of Alcoholic Beverages in Online Healthcare Forums	7
A Novel Suture Training System for Open Surgery Replicating Procedures Performed by Experts Using Augmented Reality	7
Utilizing Google Trends to Assess Worldwide Interest in COVID-19 and Myocarditis	7
Impact of Digital Health Monitoring in the Management of Inflammatory Bowel Disease	7
Combating COVID-19—How Can AR Telemedicine Help Doctors More Effectively Implement Clinical Work	6
An Efficient Mobile-Healthcare Emergency Framework	6
Price Transparency: Empowering Patient Choice and Promoting Provider Competition	6
Colorectal Cancer Diagnostic Algorithm Based on Sub-Patch Weight Color Histogram in Combination of Improved Least Squares Support Vector Machine for Pathological Image	6
Postpartum Note Template Implementation Demonstrates Adherence to Recommended Counseling Guidelines	6
Handgrip Strength Features in Rheumatoid Arthritis Patients Assessed Using an Innovative Cylindrical-Shaped Device: Relationships With Demographic, Anthropometric and Clinical Variables	6
Estimation of Arterial Blood Pressure Based on Artificial Intelligence Using Single Earlobe Photoplethysmography during Cardiopulmonary Resuscitation	6
Survivability Prognosis for Lung Cancer Patients at Different Severity Stages by a Risk Factor-Based Bayesian Network Modeling	6
Clinical Explainability Failure (CEF) & Explainability Failure Ratio (EFR) – Changing the Way We Validate Classification Algorithms	6
A Survey About Real-Time Location Systems in Healthcare Environments	6
Intra-Individual Variation of HRV during Orthostatic Challenge in Elite Male Field Hockey Players	6
Using Quality Improvement Methodology to Reduce Costs while Improving Efficiency and Provider Satisfaction in a Busy, Academic Musculoskeletal Radiology Division	6
Tumor Budding Detection System in Whole Slide Pathology Images	6
The Influence of Audible Alarm Loudness and Type on Clinical Multitasking	6
Diagnostic Method of Liver Cirrhosis Based on MR Image Texture Feature Extraction and Classification Algorithm	6
Low Cost Homemade System to Disinfect Food Items from SARS-CoV-2	6
My Data, My Choice? – German Patient Organizations’ Attitudes towards Big Data-Driven Approaches in Personalized Medicine. An Empirical-Ethical Study	6
Efficient Image De-Noising Technique Based on Modified Cuckoo Search Algorithm	6