OOIR: Observatory of International Research

Papers

(The median citation count of Journal of Medical Systems is 6. 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 2020-04-01 to 2024-04-01.)

Article	Citations
Use of Telemedicine and Virtual Care for Remote Treatment in Response to COVID-19 Pandemic	388
Detection of COVID-19 Infection from Routine Blood Exams with Machine Learning: A Feasibility Study	217
Role of biological Data Mining and Machine Learning Techniques in Detecting and Diagnosing the Novel Coronavirus (COVID-19): A Systematic Review	177
On the Integration of Agents and Digital Twins in Healthcare	152
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)	127
Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19	116
COVID-19 Prediction Models and Unexploited Data	110
Health Equity Tourism: Ravaging the Justice Landscape	100
Validity of the Empatica E4 Wristband to Measure Heart Rate Variability (HRV) Parameters: a Comparison to Electrocardiography (ECG)	91
Early Detection of Silent Hypoxia in Covid-19 Pneumonia Using Smartphone Pulse Oximetry	69
How Can Blockchain Help People in the Event of Pandemics Such as the COVID-19?	67
Transforming Healthcare Cybersecurity from Reactive to Proactive: Current Status and Future Recommendations	63
Utility of Artificial Intelligence Amidst the COVID 19 Pandemic: A Review	62
Optimizing the Implementation of COVID-19 “Immunity Certificates” Using Blockchain	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	52
How about actively using telemedicine during the COVID-19 pandemic?	52
Covid-19 Imaging Tools: How Big Data is Big?	52
Revisited COVID-19 Mortality and Recovery Rates: Are we Missing Recovery Time Period?	49
Reviewing Machine Learning and Image Processing Based Decision-Making Systems for Breast Cancer Imaging	48
Detection of Depression and Scaling of Severity Using Six Channel EEG Data	45
Trustworthy Augmented Intelligence in Health Care	42
Suicide Risk Assessment Using Machine Learning and Social Networks: a Scoping Review	41
An Explainable Artificial Intelligence Framework for the Deterioration Risk Prediction of Hepatitis Patients	40
Automatic Lung Health Screening Using Respiratory Sounds	40
Upper Limb Movement Classification Via Electromyographic Signals and an Enhanced Probabilistic Network	39

Thermal Imaging - An Emerging Modality for Breast Cancer Detection: A Comprehensive Review	36
Detection of Atrial Fibrillation from Single Lead ECG Signal Using Multirate Cosine Filter Bank and Deep Neural Network	36
TensioBot: a Chatbot Assistant for Self-Managed in-House Blood Pressure Checking	36
Data Mining for Cardiovascular Disease Prediction	34
Usability of an Intelligent Virtual Assistant for Promoting Behavior Change and Self-Care in Older People with Type 2 Diabetes	32
Application of Big Data and Artificial Intelligence in COVID-19 Prevention, Diagnosis, Treatment and Management Decisions in China	32
Gait and Balance Assessments using Smartphone Applications in Parkinson’s Disease: A Systematic Review	30
The Rising Number of COVID-19 Cases Reflecting Growing Search Trend and Concern of People: A Google Trend Analysis of Eight Major Countries	29
The Potential of Big Data Research in HealthCare for Medical Doctors’ Learning	29
Breast histopathological image analysis using image processing techniques for diagnostic purposes: A methodological review	28
An Efficient and Provable Secure Certificate-Based Combined Signature, Encryption and Signcryption Scheme for Internet of Things (IoT) in Mobile Health (M-Health) System	27
Real-Time Smart Patient Monitoring and Assessment Amid COVID-19 Pandemic – an Alternative Approach to Remote Monitoring	27
Effect of AI Explanations on Human Perceptions of Patient-Facing AI-Powered Healthcare Systems	26
Lessons from Operations Management to Combat the COVID-19 Pandemic	26
Implementation of Medical and Scientific Cooperation in the Caribbean Using Blockchain Technology in Coronavirus (Covid-19) Pandemics	26
Deep Learning in Radiation Oncology Treatment Planning for Prostate Cancer: A Systematic Review	25
Fuzzy Gray Level Difference Histogram Equalization for Medical Image Enhancement	25
Usefulness of an Online Preliminary Questionnaire under the COVID-19 Pandemic	24
Emotion Recognition Using Electrodermal Activity Signals and Multiscale Deep Convolutional Neural Network	24
Big Data Skills Sustainable Development in Healthcare and Pharmaceuticals	23
Integrating Eye-Tracking to Augmented Reality System for Surgical Training	23
Machine Learning for Health: Algorithm Auditing & Quality Control	23
Non-pharmaceutical Interventions and the Infodemic on Twitter: Lessons Learned from Italy during the Covid-19 Pandemic	22
Shedding Light on the Black Box: Explaining Deep Neural Network Prediction of Clinical Outcomes	22
Agent-oriented Decision Support System for Business Processes Management with Genetic Algorithm Optimization: an Application in Healthcare	22
Construction and Application of a Medical-Grade Wireless Monitoring System for Physiological Signals at General Wards	22
COVID-19: Prolonged Social Distancing Implementation Strategy Using Blockchain-Based Movement Passes	21
Factors Affecting User’s Behavioral Intention and Use of a Mobile-Phone-Delivered Cognitive Behavioral Therapy for Insomnia: A Small-Scale UTAUT Analysis	20
Evaluative Research of Technologies for Prehospital Communication and Coordination: a Systematic Review	20
Water Pollution and Environmental Concerns in Anesthesiology	20
Using Telehealth Cardiopulmonary Rehabilitation during the COVID-19 Pandemic	19
Reliability of the ASA Physical Status Classification System in Predicting Surgical Morbidity: a Retrospective Analysis	19
A Novel Suture Training System for Open Surgery Replicating Procedures Performed by Experts Using Augmented Reality	18
Low-Cost Office-Based Cardiovascular Risk Stratification Using Machine Learning and Focused Carotid Ultrasound in an Asian-Indian Cohort	18
Machine Learning in Medical Emergencies: a Systematic Review and Analysis	17
Automatic Grading of Retinal Blood Vessel in Deep Retinal Image Diagnosis	17
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	17
Gait-Based Machine Learning for Classifying Patients with Different Types of Mild Cognitive Impairment	16
Technology Acceptance of a Machine Learning Algorithm Predicting Delirium in a Clinical Setting: a Mixed-Methods Study	16
A Transparent and Adaptable Method to Extract Colonoscopy and Pathology Data Using Natural Language Processing	15
Developing and Preliminary Validating an Automatic Cell Classification System for Bone Marrow Smears: a Pilot Study	15
Deep Learning-Based Natural Language Processing in Radiology: The Impact of Report Complexity, Disease Prevalence, Dataset Size, and Algorithm Type on Model Performance	15
Use of Text Messaging (SMS) for the Management of Side Effects in Cancer Patients Undergoing Chemotherapy Treatment: a Randomized Controlled Trial	15
New Method to Reduce COVID-19 Transmission - The Need for Medical Air Disinfection is Now	14
Impact of Digital Health Monitoring in the Management of Inflammatory Bowel Disease	14
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	14
Sensitivity and Specificity of Real-World Social Factor Screening Approaches	13
Study on the Acceptability of an ICT Platform for Older Adults with Mild Cognitive Impairment	13
Access to Broadband Internet and its Utilization for Health Information Seeking and Health Communication among Informal Caregivers in the United States	13
Artificial Intelligence and a Pandemic: an Analysis of the Potential Uses and Drawbacks	13

A Review of Smart Technologies Embedded in Shoes	13
IoT Architecture for Smart Control of an Exoskeleton Robot in Rehabilitation by Using a Natural User Interface Based on Gestures	13
Measurement and Control of an Incubator Temperature by Using Conventional Methods and Fiber Bragg Grating (FBG) Based Temperature Sensors	12
Development and Validation of Digital Health Technology Literacy Assessment Questionnaire	12
Optimizing Adaptive Notifications in Mobile Health Interventions Systems: Reinforcement Learning from a Data-driven Behavioral Simulator	12
Health Outcomes and Healthcare Efficiencies Associated with the Use of Electronic Health Records in Hospital Emergency Departments: a Systematic Review	12
Drone Technology for Assisting COVID-19 Victims in Remote Areas: Opportunity and Challenges	12
Smartphone Apps in Graduate Medical Education Virtual Recruitment During the COVID-19 Pandemic	12
Mobile Triage Applications: A Systematic Review in Literature and Play Store	12
An Agent-based Decision Support for a Vaccination Campaign	12
The Effect of Multimodal Emotional Expression on Responses to a Digital Human during a Self-Disclosure Conversation: a Computational Analysis of User Language	11
Towards Interoperability in Clinical Research - Enabling FHIR on the Open-Source Research Platform XNAT	11
Mixed Reality Visualization of Radiation Dose for Health Professionals and Patients in Interventional Radiology	11
Diabetic Macular Edema Screened by Handheld Smartphone-based Retinal Camera and Artificial Intelligence	11
Facial Recognition Technology in 2021: Masks, Bias, and the Future of Healthcare	11
Towards the Use of Blockchain in Mobile Health Services and Applications	11
Contextual Structured Reporting in Radiology: Implementation and Long-Term Evaluation in Improving the Communication of Critical Findings	10
Sensors are Capable to Help in the Measurement of the Results of the Timed-Up and Go Test? A Systematic Review	10
The Published Scientific Literature on COVID-19: An Analysis of PubMed Abstracts	10
Practice in Information Technology Support for Fangcang Shelter Hospital during COVID-19 Epidemic in Wuhan, China	10
A Survey About Real-Time Location Systems in Healthcare Environments	10
Non-alcoholic Fatty Liver and Liver Fibrosis Predictive Analytics: Risk Prediction and Machine Learning Techniques for Improved Preventive Medicine	10
Different Scenarios for the Prediction of Hospital Readmission of Diabetic Patients	10
A Procedure for Designing Custom-Made Implants for Forehead Augmentation in People Suffering from Apert Syndrome	10
Extensive Review of Persuasive System Design Categories and Principles: Behavioral Obesity Interventions	9
Improving the Classification Performance of Esophageal Disease on Small Dataset by Semi-supervised Efficient Contrastive Learning	9
Machine Learning as a Catalyst for Value-Based Health Care	9
Clinical Explainability Failure (CEF) & Explainability Failure Ratio (EFR) – Changing the Way We Validate Classification Algorithms	9
Breaking out of the Box: Wearable Technology Applications for Detecting the Spread of COVID-19	9
Handgrip Strength Features in Rheumatoid Arthritis Patients Assessed Using an Innovative Cylindrical-Shaped Device: Relationships With Demographic, Anthropometric and Clinical Variables	8
Online Mindfulness Experience for Emotional Support to Healthcare staff in times of Covid-19	8
AutoAudio: Deep Learning for Automatic Audiogram Interpretation	8
A Collaborative Framework Based for Semantic Patients-Behavior Analysis and Highlight Topics Discovery of Alcoholic Beverages in Online Healthcare Forums	8
The Influence of Audible Alarm Loudness and Type on Clinical Multitasking	8
Lessons Learned from the Usability Evaluation of a Simulated Patient Dialogue System	8
Cloud Computing Mobile Application for Remote Monitoring of Bell’s Palsy	7
Electromagnetic Compatibility of 400 MHz Radio Communications in Hospitals: Safety Management of Wireless Medical Telemetry	7
Utilizing Google Trends to Assess Worldwide Interest in COVID-19 and Myocarditis	7
5K+ CT Images on Fractured Limbs: A Dataset for Medical Imaging Research	7
My Data, My Choice? – German Patient Organizations’ Attitudes towards Big Data-Driven Approaches in Personalized Medicine. An Empirical-Ethical Study	7
Evaluating people’s concern about their health information privacy based on power-responsibility equilibrium model: A case of Taiwan	6
A Novel Non-contact Self-Injection-Locked Radar for Vital Sign Sensing and Body Movement Monitoring in COVID-19 Isolation Ward	6
3D-Volume Rendering of the Pelvis with Emphasis on Paraurethral Structures Based on MRI Scans and Comparisons between 3D Slicer and OsiriX®	6
Experiences in Electronic Consultation (eConsult) Service in Gynecology from a Quaternary Academic Medical Center	6
Postpartum Note Template Implementation Demonstrates Adherence to Recommended Counseling Guidelines	6
Eye Tracking Supported Human Factors Testing Improving Patient Training	6
Intentions Recognition of EEG Signals with High Arousal Degree for Complex Task	6
Interest in Improving Access to Pediatric Trauma Care Through Telemedicine	6
Construction of a Chaotic Map-Based Authentication Protocol for TMIS	6
Using Quality Improvement Methodology to Reduce Costs while Improving Efficiency and Provider Satisfaction in a Busy, Academic Musculoskeletal Radiology Division	6
Combating COVID-19—How Can AR Telemedicine Help Doctors More Effectively Implement Clinical Work	6
Low Cost Homemade System to Disinfect Food Items from SARS-CoV-2	6
Efficiency of Mobile Video Sharing Application (WhatsApp®) in Live Field Image Transmission for Telepathology	6
The Modern Pneumatic Tube System Transports with Reduced Speed Does Not Affect Special Coagulation Tests	6