Journal of Medical Systems

(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.)
Use of Telemedicine and Virtual Care for Remote Treatment in Response to COVID-19 Pandemic330
AI-Driven Tools for Coronavirus Outbreak: Need of Active Learning and Cross-Population Train/Test Models on Multitudinal/Multimodal Data233
Detection of COVID-19 Infection from Routine Blood Exams with Machine Learning: A Feasibility Study191
Automated Detection of Alzheimer’s Disease Using Brain MRI Images– A Study with Various Feature Extraction Techniques168
Role of biological Data Mining and Machine Learning Techniques in Detecting and Diagnosing the Novel Coronavirus (COVID-19): A Systematic Review160
A Deep Learning Approach for Automated Diagnosis and Multi-Class Classification of Alzheimer’s Disease Stages Using Resting-State fMRI and Residual Neural Networks151
A Systematic Review for Enabling of Develop a Blockchain Technology in Healthcare Application: Taxonomy, Substantially Analysis, Motivations, Challenges, Recommendations and Future Direction123
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 Healthcare106
Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-1993
COVID-19 Prediction Models and Unexploited Data90
A New Approach for Brain Tumor Segmentation and Classification Based on Score Level Fusion Using Transfer Learning89
Brain Tumor Detection by Using Stacked Autoencoders in Deep Learning79
Prevalence and Diagnosis of Neurological Disorders Using Different Deep Learning Techniques: A Meta-Analysis77
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 Coronavirus67
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 Blockchain66
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 Oximetry59
Health Equity Tourism: Ravaging the Justice Landscape59
Classification of Depression Patients and Normal Subjects Based on Electroencephalogram (EEG) Signal Using Alpha Power and Theta Asymmetry56
Utility of Artificial Intelligence Amidst the COVID 19 Pandemic: A Review54
Transforming Healthcare Cybersecurity from Reactive to Proactive: Current Status and Future Recommendations52
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 Italian49
Med-PPPHIS: Blockchain-Based Personal Healthcare Information System for National Physique Monitoring and Scientific Exercise Guiding47
Optimizing the Implementation of COVID-19 “Immunity Certificates” Using Blockchain47
Stomach Deformities Recognition Using Rank-Based Deep Features Selection42
IoT Based Predictive Maintenance Management of Medical Equipment39
Covid-19 Imaging Tools: How Big Data is Big?39
Cyber Attacks on Healthcare Devices Using Unmanned Aerial Vehicles38
Artificial Intelligence: A New Tool in Operating Room Management. Role of Machine Learning Models in Operating Room Optimization37
Revisited COVID-19 Mortality and Recovery Rates: Are we Missing Recovery Time Period?37
An Improved Convolutional Neural Network Based Approach for Automated Heartbeat Classification35
Stress Detection via Keyboard Typing Behaviors by Using Smartphone Sensors and Machine Learning Techniques35
Lung Nodule Detection based on Ensemble of Hand Crafted and Deep Features35
Detection of Depression and Scaling of Severity Using Six Channel EEG Data35
Changing Anesthesia Block Allocations Improves Endoscopy Suite Efficiency32
Suicide Risk Assessment Using Machine Learning and Social Networks: a Scoping Review32
Reviewing Machine Learning and Image Processing Based Decision-Making Systems for Breast Cancer Imaging31
Upper Limb Movement Classification Via Electromyographic Signals and an Enhanced Probabilistic Network30
VLC, OCC, IR and LiFi Reliable Optical Wireless Technologies to be Embedded in Medical Facilities and Medical Devices30
Data Mining for Cardiovascular Disease Prediction29
Automatic Lung Health Screening Using Respiratory Sounds29
An Explainable Artificial Intelligence Framework for the Deterioration Risk Prediction of Hepatitis Patients27
Usability of an Intelligent Virtual Assistant for Promoting Behavior Change and Self-Care in Older People with Type 2 Diabetes27
Thermal Imaging - An Emerging Modality for Breast Cancer Detection: A Comprehensive Review27
The Rising Number of COVID-19 Cases Reflecting Growing Search Trend and Concern of People: A Google Trend Analysis of Eight Major Countries27
Detection of Atrial Fibrillation from Single Lead ECG Signal Using Multirate Cosine Filter Bank and Deep Neural Network25
Mobile Apps to Quantify Aspects of Physical Activity: a Systematic Review on its Reliability and Validity25
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 Monitoring24
Fog Computing Employed Computer Aided Cancer Classification System Using Deep Neural Network in Internet of Things Based Healthcare System24
A Scalable Smartwatch-Based Medication Intake Detection System Using Distributed Machine Learning24
TensioBot: a Chatbot Assistant for Self-Managed in-House Blood Pressure Checking24
Automatic Detection of Epileptic Seizures in EEG Using Sparse CSP and Fisher Linear Discrimination Analysis Algorithm24
Implementation of Medical and Scientific Cooperation in the Caribbean Using Blockchain Technology in Coronavirus (Covid-19) Pandemics24
A Convolutional Neural Network for Real Time Classification, Identification, and Labelling of Vocal Cord and Tracheal Using Laryngoscopy and Bronchoscopy Video24
Multi-Feature Fusion Method Based on EEG Signal and its Application in Stroke Classification23
Usefulness of an Online Preliminary Questionnaire under the COVID-19 Pandemic23
Efficient and Secure Attribute Based Access Control Architecture for Smart Healthcare22
The Potential of Big Data Research in HealthCare for Medical Doctors’ Learning22
An Efficient and Provable Secure Certificate-Based Combined Signature, Encryption and Signcryption Scheme for Internet of Things (IoT) in Mobile Health (M-Health) System22
An Intelligent Segmentation and Diagnosis Method for Diabetic Retinopathy Based on Improved U-NET Network22
Application of Big Data and Artificial Intelligence in COVID-19 Prevention, Diagnosis, Treatment and Management Decisions in China22
Deep Learning in Radiation Oncology Treatment Planning for Prostate Cancer: A Systematic Review22
COVID-19: Prolonged Social Distancing Implementation Strategy Using Blockchain-Based Movement Passes21
Lessons from Operations Management to Combat the COVID-19 Pandemic21
Construction of RSA-Based Authentication Scheme in Authorized Access to Healthcare Services21
A Hybrid Scheme for Heart Disease Diagnosis Using Rough Set and Cuckoo Search Technique21
Gait and Balance Assessments using Smartphone Applications in Parkinson’s Disease: A Systematic Review20
VR4Health: Personalized teaching and learning anatomy using VR20
Fuzzy Gray Level Difference Histogram Equalization for Medical Image Enhancement19
Construction and Application of a Medical-Grade Wireless Monitoring System for Physiological Signals at General Wards19
Conventional Filtering Versus U-Net Based Models for Pulmonary Nodule Segmentation in CT Images19
Non-pharmaceutical Interventions and the Infodemic on Twitter: Lessons Learned from Italy during the Covid-19 Pandemic19
A Mobile-Based Screening System for Data Analyses of Early Dementia Traits Detection18
Diagnostic and Gradation Model of Osteoporosis Based on Improved Deep U-Net Network18
Stress among Portuguese Medical Students: the EuStress Solution18
Machine Learning for Health: Algorithm Auditing & Quality Control18
Integrating Eye-Tracking to Augmented Reality System for Surgical Training18
Agent-oriented Decision Support System for Business Processes Management with Genetic Algorithm Optimization: an Application in Healthcare18
Using Telehealth Cardiopulmonary Rehabilitation during the COVID-19 Pandemic18
Efficient NTRU Lattice-Based Certificateless Signature Scheme for Medical Cyber-Physical Systems17
Problems and Barriers during the Process of Clinical Coding: a Focus Group Study of Coders’ Perceptions17
Factors Affecting User’s Behavioral Intention and Use of a Mobile-Phone-Delivered Cognitive Behavioral Therapy for Insomnia: A Small-Scale UTAUT Analysis17
Improving Health Care Management in Hospitals Through a Productivity Dashboard17
Pulse Wave Velocity and Machine Learning to Predict Cardiovascular Outcomes in Prediabetic and Diabetic Populations16
Shedding Light on the Black Box: Explaining Deep Neural Network Prediction of Clinical Outcomes16
Trustworthy Augmented Intelligence in Health Care16
Low-Cost Office-Based Cardiovascular Risk Stratification Using Machine Learning and Focused Carotid Ultrasound in an Asian-Indian Cohort16
Urine Sediment Recognition Method Based on Multi-View Deep Residual Learning in Microscopic Image16
Smartphone ophthalmoscopy: patient and student practitioner perceptions15
Emotion Recognition Using Electrodermal Activity Signals and Multiscale Deep Convolutional Neural Network15
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 Anesthesiology15
Gait-Based Machine Learning for Classifying Patients with Different Types of Mild Cognitive Impairment15
Evaluative Research of Technologies for Prehospital Communication and Coordination: a Systematic Review15
Feasibility of Mapping Austrian Health Claims Data to the OMOP Common Data Model15