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. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-09-01 to 2024-09-01.)

Article	Citations
Health Equity Tourism: Ravaging the Justice Landscape	129
Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19	128
Validity of the Empatica E4 Wristband to Measure Heart Rate Variability (HRV) Parameters: a Comparison to Electrocardiography (ECG)	118
Reviewing Machine Learning and Image Processing Based Decision-Making Systems for Breast Cancer Imaging	57
An Explainable Artificial Intelligence Framework for the Deterioration Risk Prediction of Hepatitis Patients	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
Trustworthy Augmented Intelligence in Health Care	56
Covid-19 Imaging Tools: How Big Data is Big?	55
Automatic Lung Health Screening Using Respiratory Sounds	52
Revisited COVID-19 Mortality and Recovery Rates: Are we Missing Recovery Time Period?	50
Suicide Risk Assessment Using Machine Learning and Social Networks: a Scoping Review	49
TensioBot: a Chatbot Assistant for Self-Managed in-House Blood Pressure Checking	42
Data Mining for Cardiovascular Disease Prediction	42
Effect of AI Explanations on Human Perceptions of Patient-Facing AI-Powered Healthcare Systems	40
Breast histopathological image analysis using image processing techniques for diagnostic purposes: A methodological review	40
Application of Big Data and Artificial Intelligence in COVID-19 Prevention, Diagnosis, Treatment and Management Decisions in China	37
Gait and Balance Assessments using Smartphone Applications in Parkinson’s Disease: A Systematic Review	36
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
Integrating Eye-Tracking to Augmented Reality System for Surgical Training	29
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
Big Data Skills Sustainable Development in Healthcare and Pharmaceuticals	26
Reliability of the ASA Physical Status Classification System in Predicting Surgical Morbidity: a Retrospective Analysis	24

Non-pharmaceutical Interventions and the Infodemic on Twitter: Lessons Learned from Italy during the Covid-19 Pandemic	24
Construction and Application of a Medical-Grade Wireless Monitoring System for Physiological Signals at General Wards	24
Technology Acceptance of a Machine Learning Algorithm Predicting Delirium in a Clinical Setting: a Mixed-Methods Study	22
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	21
Automatic Grading of Retinal Blood Vessel in Deep Retinal Image Diagnosis	20
Machine Learning in Medical Emergencies: a Systematic Review and Analysis	19
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	18
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
Sensitivity and Specificity of Real-World Social Factor Screening Approaches	17
Developing and Preliminary Validating an Automatic Cell Classification System for Bone Marrow Smears: a Pilot Study	17
Deep Learning-Based Natural Language Processing in Radiology: The Impact of Report Complexity, Disease Prevalence, Dataset Size, and Algorithm Type on Model Performance	17
Use of Text Messaging (SMS) for the Management of Side Effects in Cancer Patients Undergoing Chemotherapy Treatment: a Randomized Controlled Trial	17
Impact of Digital Health Monitoring in the Management of Inflammatory Bowel Disease	15