OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Journal of Translational Engineering in Health and Medicine 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 2020-05-01 to 2024-05-01.)

Article	Citations
Deep CNN-LSTM With Self-Attention Model for Human Activity Recognition Using Wearable Sensor	69
xViTCOS: Explainable Vision Transformer Based COVID-19 Screening Using Radiography	62
Znet: Deep Learning Approach for 2D MRI Brain Tumor Segmentation	42
MLBF-Net: A Multi-Lead-Branch Fusion Network for Multi-Class Arrhythmia Classification Using 12-Lead ECG	35
A Deep Convolutional Neural Network Method to Detect Seizures and Characteristic Frequencies Using Epileptic Electroencephalogram (EEG) Data	35
Rapid Screening of Physiological Changes Associated With COVID-19 Using Soft-Wearables and Structured Activities: A Pilot Study	34
Stress Analysis Based on Simultaneous Heart Rate Variability and EEG Monitoring	32
Clinically Applicable Machine Learning Approaches to Identify Attributes of Chronic Kidney Disease (CKD) for Use in Low-Cost Diagnostic Screening	27
Pediatric Seizure Prediction in Scalp EEG Using a Multi-Scale Neural Network With Dilated Convolutions	27
Assessment of Carotid Arterial Stiffness in Community Settings With ARTSENS®	27
Using Wearables and Machine Learning to Enable Personalized Lifestyle Recommendations to Improve Blood Pressure	24
Automated Diagnosis of COVID-19 Using Deep Features and Parameter Free BAT Optimization	24
Registration Techniques for Clinical Applications of Three-Dimensional Augmented Reality Devices	23
Autoencoder-Inspired Convolutional Network-Based Super-Resolution Method in MRI	19
Backpropagation Neural Network-Based Machine Learning Model for Prediction of Blood Urea and Glucose in CKD Patients	17
A Hybrid Convolutional Neural Network Model for Automatic Diabetic Retinopathy Classification From Fundus Images	16
Particle Swarm Optimized Fuzzy CNN With Quantitative Feature Fusion for Ultrasound Image Quality Identification	15
Modeling Large Sparse Data for Feature Selection: Hospital Admission Predictions of the Dementia Patients Using Primary Care Electronic Health Records	15
Detecting Effect of Levodopa in Parkinson’s Disease Patients Using Sustained Phonemes	14
Identifying Hand Use and Hand Roles After Stroke Using Egocentric Video	14
PD-ResNet for Classification of Parkinson’s Disease From Gait	13
Pathologic Blood Samples Tolerate Exposure to Vibration and High Turbulence in Simulated Drone Flights, but Plasma Samples Should be Centrifuged After Flight	13
A Novel Wearable Device for Continuous Temperature Monitoring & Fever Detection	12
Detecting Cataract Using Smartphones	12
Using Multi-Scale Convolutional Neural Network Based on Multi-Instance Learning to Predict the Efficacy of Neoadjuvant Chemoradiotherapy for Rectal Cancer	12

Stomach 3D Reconstruction Using Virtual Chromoendoscopic Images	12
Classifying Multi-Level Stress Responses From Brain Cortical EEG in Nurses and Non-Health Professionals Using Machine Learning Auto Encoder	12
Autonomous Robot for Removing Superficial Traumatic Blood	11
Multiple Sclerosis Lesions Segmentation Using Attention-Based CNNs in FLAIR Images	10
Automatic Breast Mass Segmentation and Classification Using Subtraction of Temporally Sequential Digital Mammograms	10
Smartphone-Based Colorimetric Analysis of Urine Test Strips for At-Home Prenatal Care	9
Concurrent Validity of Zeno Instrumented Walkway and Video-Based Gait Features in Adults With Parkinson’s Disease	9
Arrhythmia Disease Diagnosis Based on ECG Time–Frequency Domain Fusion and Convolutional Neural Network	8
A Feasibility Study of Non-Invasive Continuous Estimation of Brachial Pressure Derived From Arterial and Venous Lines During Dialysis	8
Voice Features of Sustained Phoneme as COVID-19 Biomarker	8
The European Medical Device Regulation–What Biomedical Engineers Need to Know	8
Machine Learning-Based Continuous Intracranial Pressure Prediction for Traumatic Injury Patients	8
MPSHT: Multiple Progressive Sampling Hybrid Model Multi-Organ Segmentation	8
Situation Awareness-Oriented Dashboard in ICUs in Support of Resource Management in Time of Pandemics	8
A Novel Method for Quantitative Analysis of C-Reactive Protein Lateral Flow Immunoassays Images via CMOS Sensor and Recurrent Neural Networks	8
Quantifying Pathological Synergies in the Upper Extremity of Stroke Subjects With the Use of Inertial Measurement Units: A Pilot Study	7
Wearable Sensors Improve Prediction of Post-Stroke Walking Function Following Inpatient Rehabilitation	7
A Precision Health Service for Chronic Diseases: Development and Cohort Study Using Wearable Device, Machine Learning, and Deep Learning	7
Multi-Compartment Spatially-Derived Radiomics From Optical Coherence Tomography Predict Anti-VEGF Treatment Durability in Macular Edema Secondary to Retinal Vascular Disease: Preliminary Findings	7
Radiomics Based Bayesian Inversion Method for Prediction of Cancer and Pathological Stage	7
Multi-Person Breathing Detection With Switching Antenna Array Based on WiFi Signal	7
Alzheimer’s Disease Assessments Optimized for Diagnostic Accuracy and Administration Time	7
Classification Performance and Feature Space Characteristics in Individuals With Upper Limb Loss Using Sonomyography	7
Multi-Modal Point-of-Care Diagnostics for COVID-19 Based on Acoustics and Symptoms	6
Quantifying Tremor in Essential Tremor Using Inertial Sensors—Validation of an Algorithm	6
Early Detection of Pancreatic Cancers Using Liquid Biopsies and Hierarchical Decision Structure	6
Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening	6
Opportunities for Regulatory Changes to Promote Pediatric Device Innovation in the United States: Joint Recommendations From Pediatric Innovator Roundtables	6
A Self-Attention-Guided 3D Deep Residual Network With Big Transfer to Predict Local Failure in Brain Metastasis After Radiotherapy Using Multi-Channel MRI	6
Design, Simulation, and Development of a BioSensor for Viruses Detection Using FPGA	6
Optical Metabolic Imaging of Mitochondrial Dysfunction on HADH Mutant Newborn Rat Hearts	6
Heartbeat Classification by Random Forest With a Novel Context Feature: A Segment Label	6