OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Journal of Translational Engineering in Health and Medicine is 8. 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
Deep CNN-LSTM With Self-Attention Model for Human Activity Recognition Using Wearable Sensor	94
xViTCOS: Explainable Vision Transformer Based COVID-19 Screening Using Radiography	72
Znet: Deep Learning Approach for 2D MRI Brain Tumor Segmentation	60
A Deep Convolutional Neural Network Method to Detect Seizures and Characteristic Frequencies Using Epileptic Electroencephalogram (EEG) Data	44
Stress Analysis Based on Simultaneous Heart Rate Variability and EEG Monitoring	44
MLBF-Net: A Multi-Lead-Branch Fusion Network for Multi-Class Arrhythmia Classification Using 12-Lead ECG	40
A Hybrid Convolutional Neural Network Model for Automatic Diabetic Retinopathy Classification From Fundus Images	38
Rapid Screening of Physiological Changes Associated With COVID-19 Using Soft-Wearables and Structured Activities: A Pilot Study	37
Pediatric Seizure Prediction in Scalp EEG Using a Multi-Scale Neural Network With Dilated Convolutions	33
Using Wearables and Machine Learning to Enable Personalized Lifestyle Recommendations to Improve Blood Pressure	31
Clinically Applicable Machine Learning Approaches to Identify Attributes of Chronic Kidney Disease (CKD) for Use in Low-Cost Diagnostic Screening	29
Assessment of Carotid Arterial Stiffness in Community Settings With ARTSENS®	28
Registration Techniques for Clinical Applications of Three-Dimensional Augmented Reality Devices	28
Automated Diagnosis of COVID-19 Using Deep Features and Parameter Free BAT Optimization	25
Autoencoder-Inspired Convolutional Network-Based Super-Resolution Method in MRI	24
Backpropagation Neural Network-Based Machine Learning Model for Prediction of Blood Urea and Glucose in CKD Patients	23
PD-ResNet for Classification of Parkinson’s Disease From Gait	20
Particle Swarm Optimized Fuzzy CNN With Quantitative Feature Fusion for Ultrasound Image Quality Identification	19
Modeling Large Sparse Data for Feature Selection: Hospital Admission Predictions of the Dementia Patients Using Primary Care Electronic Health Records	19
Detecting Effect of Levodopa in Parkinson’s Disease Patients Using Sustained Phonemes	18
Detecting Cataract Using Smartphones	18
Concurrent Validity of Zeno Instrumented Walkway and Video-Based Gait Features in Adults With Parkinson’s Disease	16
The European Medical Device Regulation–What Biomedical Engineers Need to Know	15
A Novel Wearable Device for Continuous Temperature Monitoring & Fever Detection	14
Machine Learning-Based Continuous Intracranial Pressure Prediction for Traumatic Injury Patients	14

Using Multi-Scale Convolutional Neural Network Based on Multi-Instance Learning to Predict the Efficacy of Neoadjuvant Chemoradiotherapy for Rectal Cancer	14
Identifying Hand Use and Hand Roles After Stroke Using Egocentric Video	14
Classifying Multi-Level Stress Responses From Brain Cortical EEG in Nurses and Non-Health Professionals Using Machine Learning Auto Encoder	14
Pathologic Blood Samples Tolerate Exposure to Vibration and High Turbulence in Simulated Drone Flights, but Plasma Samples Should be Centrifuged After Flight	13
Multiple Sclerosis Lesions Segmentation Using Attention-Based CNNs in FLAIR Images	13
Tumor-Attentive Segmentation-Guided GAN for Synthesizing Breast Contrast-Enhanced MRI Without Contrast Agents	13
MPSHT: Multiple Progressive Sampling Hybrid Model Multi-Organ Segmentation	12
Smartphone-Based Colorimetric Analysis of Urine Test Strips for At-Home Prenatal Care	12
Stomach 3D Reconstruction Using Virtual Chromoendoscopic Images	12
Wearable Sensors Improve Prediction of Post-Stroke Walking Function Following Inpatient Rehabilitation	12
Automatic Breast Mass Segmentation and Classification Using Subtraction of Temporally Sequential Digital Mammograms	12
Arrhythmia Disease Diagnosis Based on ECG Time–Frequency Domain Fusion and Convolutional Neural Network	11
Multi-Modal Point-of-Care Diagnostics for COVID-19 Based on Acoustics and Symptoms	11
Alzheimer’s Disease Assessments Optimized for Diagnostic Accuracy and Administration Time	11
Design, Simulation, and Development of a BioSensor for Viruses Detection Using FPGA	10
Autonomous Robot for Removing Superficial Traumatic Blood	10
Heartbeat Classification by Random Forest With a Novel Context Feature: A Segment Label	10
Multi-Person Breathing Detection With Switching Antenna Array Based on WiFi Signal	10
RAt-CapsNet: A Deep Learning Network Utilizing Attention and Regional Information for Abnormality Detection in Wireless Capsule Endoscopy	10
TransU²-Net: An Effective Medical Image Segmentation Framework Based on Transformer and U²-Net	9
Fractal Spiking Neural Network Scheme for EEG-Based Emotion Recognition	9
Multi-Compartment Spatially-Derived Radiomics From Optical Coherence Tomography Predict Anti-VEGF Treatment Durability in Macular Edema Secondary to Retinal Vascular Disease: Preliminary Findings	9
A Novel Method for Quantitative Analysis of C-Reactive Protein Lateral Flow Immunoassays Images via CMOS Sensor and Recurrent Neural Networks	9
Situation Awareness-Oriented Dashboard in ICUs in Support of Resource Management in Time of Pandemics	9
Voice Features of Sustained Phoneme as COVID-19 Biomarker	9
An Epileptic Seizure Prediction Method Based on CBAM-3D CNN-LSTM Model	8
Explainable Tensor Multi-Task Ensemble Learning Based on Brain Structure Variation for Alzheimer’s Disease Dynamic Prediction	8
Automatic Localization of Seizure Onset Zone From High-Frequency SEEG Signals: A Preliminary Study	8
A Precision Health Service for Chronic Diseases: Development and Cohort Study Using Wearable Device, Machine Learning, and Deep Learning	8
A Feasibility Study of Non-Invasive Continuous Estimation of Brachial Pressure Derived From Arterial and Venous Lines During Dialysis	8
Stiffness Assessment and Lump Detection in Minimally Invasive Surgery Using In-House Developed Smart Laparoscopic Forceps	8
Classification Performance and Feature Space Characteristics in Individuals With Upper Limb Loss Using Sonomyography	8
Automated Molecular Subtyping of Breast Carcinoma Using Deep Learning Techniques	8
Opportunities for Regulatory Changes to Promote Pediatric Device Innovation in the United States: Joint Recommendations From Pediatric Innovator Roundtables	8
Ultrasound Sample Entropy Imaging: A New Approach for Evaluating Hepatic Steatosis and Fibrosis	8