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 2020-11-01 to 2024-11-01.)

Article	Citations
Health Equity Tourism: Ravaging the Justice Landscape	131
Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19	129
An Explainable Artificial Intelligence Framework for the Deterioration Risk Prediction of Hepatitis Patients	59
Reviewing Machine Learning and Image Processing Based Decision-Making Systems for Breast Cancer Imaging	58
Trustworthy Augmented Intelligence in Health Care	57
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	56
Covid-19 Imaging Tools: How Big Data is Big?	55
Automatic Lung Health Screening Using Respiratory Sounds	53
Suicide Risk Assessment Using Machine Learning and Social Networks: a Scoping Review	51
Data Mining for Cardiovascular Disease Prediction	43
TensioBot: a Chatbot Assistant for Self-Managed in-House Blood Pressure Checking	42
Effect of AI Explanations on Human Perceptions of Patient-Facing AI-Powered Healthcare Systems	41
Breast histopathological image analysis using image processing techniques for diagnostic purposes: A methodological review	41
Application of Big Data and Artificial Intelligence in COVID-19 Prevention, Diagnosis, Treatment and Management Decisions in China	39
Gait and Balance Assessments using Smartphone Applications in Parkinson’s Disease: A Systematic Review	38
The Potential of Big Data Research in HealthCare for Medical Doctors’ Learning	34
Emotion Recognition Using Electrodermal Activity Signals and Multiscale Deep Convolutional Neural Network	30
An Efficient and Provable Secure Certificate-Based Combined Signature, Encryption and Signcryption Scheme for Internet of Things (IoT) in Mobile Health (M-Health) System	29
Shedding Light on the Black Box: Explaining Deep Neural Network Prediction of Clinical Outcomes	28
Machine Learning for Health: Algorithm Auditing & Quality Control	27
Reliability of the ASA Physical Status Classification System in Predicting Surgical Morbidity: a Retrospective Analysis	27
Non-pharmaceutical Interventions and the Infodemic on Twitter: Lessons Learned from Italy during the Covid-19 Pandemic	24
Factors Affecting User’s Behavioral Intention and Use of a Mobile-Phone-Delivered Cognitive Behavioral Therapy for Insomnia: A Small-Scale UTAUT Analysis	22
A Novel Suture Training System for Open Surgery Replicating Procedures Performed by Experts Using Augmented Reality	22
Technology Acceptance of a Machine Learning Algorithm Predicting Delirium in a Clinical Setting: a Mixed-Methods Study	22

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	19
Machine Learning in Medical Emergencies: a Systematic Review and Analysis	19
Optimizing Adaptive Notifications in Mobile Health Interventions Systems: Reinforcement Learning from a Data-driven Behavioral Simulator	18
Low-Cost Office-Based Cardiovascular Risk Stratification Using Machine Learning and Focused Carotid Ultrasound in an Asian-Indian Cohort	18
Deep Learning-Based Natural Language Processing in Radiology: The Impact of Report Complexity, Disease Prevalence, Dataset Size, and Algorithm Type on Model Performance	18
Sensitivity and Specificity of Real-World Social Factor Screening Approaches	17
Impact of Digital Health Monitoring in the Management of Inflammatory Bowel Disease	16
Different Scenarios for the Prediction of Hospital Readmission of Diabetic Patients	14
Artificial Intelligence and a Pandemic: an Analysis of the Potential Uses and Drawbacks	14
Mobile Triage Applications: A Systematic Review in Literature and Play Store	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
Access to Broadband Internet and its Utilization for Health Information Seeking and Health Communication among Informal Caregivers in the United States	14
Development and Validation of Digital Health Technology Literacy Assessment Questionnaire	14
An Agent-based Decision Support for a Vaccination Campaign	13
A Survey About Real-Time Location Systems in Healthcare Environments	13
Mixed Reality Visualization of Radiation Dose for Health Professionals and Patients in Interventional Radiology	13
Improving the Classification Performance of Esophageal Disease on Small Dataset by Semi-supervised Efficient Contrastive Learning	12
Drone Technology for Assisting COVID-19 Victims in Remote Areas: Opportunity and Challenges	12
Practice in Information Technology Support for Fangcang Shelter Hospital during COVID-19 Epidemic in Wuhan, China	12
Smartphone Apps in Graduate Medical Education Virtual Recruitment During the COVID-19 Pandemic	12
The Published Scientific Literature on COVID-19: An Analysis of PubMed Abstracts	12
Facial Recognition Technology in 2021: Masks, Bias, and the Future of Healthcare	12
Diabetic Macular Edema Screened by Handheld Smartphone-based Retinal Camera and Artificial Intelligence	11
Towards the Use of Blockchain in Mobile Health Services and Applications	11
Non-alcoholic Fatty Liver and Liver Fibrosis Predictive Analytics: Risk Prediction and Machine Learning Techniques for Improved Preventive Medicine	11
Clinical Explainability Failure (CEF) & Explainability Failure Ratio (EFR) – Changing the Way We Validate Classification Algorithms	10
Lessons Learned from the Usability Evaluation of a Simulated Patient Dialogue System	9
Breaking out of the Box: Wearable Technology Applications for Detecting the Spread of COVID-19	9
5K+ CT Images on Fractured Limbs: A Dataset for Medical Imaging Research	9
My Data, My Choice? – German Patient Organizations’ Attitudes towards Big Data-Driven Approaches in Personalized Medicine. An Empirical-Ethical Study	9
Utilizing Google Trends to Assess Worldwide Interest in COVID-19 and Myocarditis	9
Online Mindfulness Experience for Emotional Support to Healthcare staff in times 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
The Influence of Audible Alarm Loudness and Type on Clinical Multitasking	8
Experiences in Electronic Consultation (eConsult) Service in Gynecology from a Quaternary Academic Medical Center	7
Postpartum Note Template Implementation Demonstrates Adherence to Recommended Counseling Guidelines	7
Delirium Variability is Influenced by the Sound Environment (DEVISE Study): How Changes in the Intensive Care Unit soundscape affect delirium incidence	7
Patient Experience Surveys Reveal Gender-Biased Descriptions of Their Care Providers	6
3D-Volume Rendering of the Pelvis with Emphasis on Paraurethral Structures Based on MRI Scans and Comparisons between 3D Slicer and OsiriX®	6
Effectiveness of Wearable Device-based Intervention on Glycemic Control in Patients with Type 2 Diabetes: A System Review and Meta-Analysis	6
Consecutive Surgeon and Anesthesia Team Improve Turnover Time in the Operating Room	6
Eye Tracking Supported Human Factors Testing Improving Patient Training	6
Assessing Patient Proficiency with Internet-Connected Technology and Their Preferences for E-Health in Cirrhosis	6
Design and Development of an Interactive Web-Based Simulator for Trauma Training: A Pilot Study	6
Interest in Improving Access to Pediatric Trauma Care Through Telemedicine	6
A Review of Mortality Risk Prediction Models in Smartphone Applications	6
Construction of a Chaotic Map-Based Authentication Protocol for TMIS	6