OOIR: Observatory of International Research

Papers

(The median citation count of IEEE Journal of Translational Engineering in Health and Medicine is 2. 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
Deep CNN-LSTM With Self-Attention Model for Human Activity Recognition Using Wearable Sensor	66
xViTCOS: Explainable Vision Transformer Based COVID-19 Screening Using Radiography	59
Znet: Deep Learning Approach for 2D MRI Brain Tumor Segmentation	38
MLBF-Net: A Multi-Lead-Branch Fusion Network for Multi-Class Arrhythmia Classification Using 12-Lead ECG	34
A Deep Convolutional Neural Network Method to Detect Seizures and Characteristic Frequencies Using Epileptic Electroencephalogram (EEG) Data	34
Rapid Screening of Physiological Changes Associated With COVID-19 Using Soft-Wearables and Structured Activities: A Pilot Study	33
Clinically Applicable Machine Learning Approaches to Identify Attributes of Chronic Kidney Disease (CKD) for Use in Low-Cost Diagnostic Screening	27
Stress Analysis Based on Simultaneous Heart Rate Variability and EEG Monitoring	27
Assessment of Carotid Arterial Stiffness in Community Settings With ARTSENS®	27
Pediatric Seizure Prediction in Scalp EEG Using a Multi-Scale Neural Network With Dilated Convolutions	27
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
Using Wearables and Machine Learning to Enable Personalized Lifestyle Recommendations to Improve Blood Pressure	22
Autoencoder-Inspired Convolutional Network-Based Super-Resolution Method in MRI	18
Backpropagation Neural Network-Based Machine Learning Model for Prediction of Blood Urea and Glucose in CKD Patients	17
Modeling Large Sparse Data for Feature Selection: Hospital Admission Predictions of the Dementia Patients Using Primary Care Electronic Health Records	15
A Hybrid Convolutional Neural Network Model for Automatic Diabetic Retinopathy Classification From Fundus Images	14
Detecting Effect of Levodopa in Parkinson’s Disease Patients Using Sustained Phonemes	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
Identifying Hand Use and Hand Roles After Stroke Using Egocentric Video	13
Particle Swarm Optimized Fuzzy CNN With Quantitative Feature Fusion for Ultrasound Image Quality Identification	13
Classifying Multi-Level Stress Responses From Brain Cortical EEG in Nurses and Non-Health Professionals Using Machine Learning Auto Encoder	12
Detecting Cataract Using Smartphones	11
A Novel Wearable Device for Continuous Temperature Monitoring & Fever Detection	11

Autonomous Robot for Removing Superficial Traumatic Blood	11
Using Multi-Scale Convolutional Neural Network Based on Multi-Instance Learning to Predict the Efficacy of Neoadjuvant Chemoradiotherapy for Rectal Cancer	11
Stomach 3D Reconstruction Using Virtual Chromoendoscopic Images	11
Automatic Breast Mass Segmentation and Classification Using Subtraction of Temporally Sequential Digital Mammograms	10
Multiple Sclerosis Lesions Segmentation Using Attention-Based CNNs in FLAIR Images	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
Machine Learning-Based Continuous Intracranial Pressure Prediction for Traumatic Injury Patients	8
A Feasibility Study of Non-Invasive Continuous Estimation of Brachial Pressure Derived From Arterial and Venous Lines During Dialysis	8
A Novel Method for Quantitative Analysis of C-Reactive Protein Lateral Flow Immunoassays Images via CMOS Sensor and Recurrent Neural Networks	8
Voice Features of Sustained Phoneme as COVID-19 Biomarker	8
MPSHT: Multiple Progressive Sampling Hybrid Model Multi-Organ Segmentation	8
Quantifying Pathological Synergies in the Upper Extremity of Stroke Subjects With the Use of Inertial Measurement Units: A Pilot Study	7
Alzheimer’s Disease Assessments Optimized for Diagnostic Accuracy and Administration Time	7
Arrhythmia Disease Diagnosis Based on ECG Time–Frequency Domain Fusion and Convolutional Neural Network	7
The European Medical Device Regulation–What Biomedical Engineers Need to Know	7
Radiomics Based Bayesian Inversion Method for Prediction of Cancer and Pathological Stage	7
Situation Awareness-Oriented Dashboard in ICUs in Support of Resource Management in Time of Pandemics	7
Classification Performance and Feature Space Characteristics in Individuals With Upper Limb Loss Using Sonomyography	7
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
Wearable Sensors Improve Prediction of Post-Stroke Walking Function Following Inpatient Rehabilitation	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
Multi-Person Breathing Detection With Switching Antenna Array Based on WiFi Signal	6
Optical Metabolic Imaging of Mitochondrial Dysfunction on HADH Mutant Newborn Rat Hearts	6
Opportunities for Regulatory Changes to Promote Pediatric Device Innovation in the United States: Joint Recommendations From Pediatric Innovator Roundtables	6
A Precision Health Service for Chronic Diseases: Development and Cohort Study Using Wearable Device, Machine Learning, and Deep Learning	6
Multi-Modal Point-of-Care Diagnostics for COVID-19 Based on Acoustics and Symptoms	6
Multi-Compartment Spatially-Derived Radiomics From Optical Coherence Tomography Predict Anti-VEGF Treatment Durability in Macular Edema Secondary to Retinal Vascular Disease: Preliminary Findings	6
Design, Simulation, and Development of a BioSensor for Viruses Detection Using FPGA	5
Stiffness Assessment and Lump Detection in Minimally Invasive Surgery Using In-House Developed Smart Laparoscopic Forceps	5
Tumor-Attentive Segmentation-Guided GAN for Synthesizing Breast Contrast-Enhanced MRI Without Contrast Agents	5
Ultrasound Sample Entropy Imaging: A New Approach for Evaluating Hepatic Steatosis and Fibrosis	5
Ensemble Learning Using Individual Neonatal Data for Seizure Detection	5
Contactless Monitoring of Breathing Pattern and Thoracoabdominal Asynchronies in Preterm Infants Using Depth Cameras: A Feasibility Study	5
Quantifying Tremor in Essential Tremor Using Inertial Sensors—Validation of an Algorithm	5
RAt-CapsNet: A Deep Learning Network Utilizing Attention and Regional Information for Abnormality Detection in Wireless Capsule Endoscopy	5
A Personalized Spatial-Temporal Cold Pain Intensity Estimation Model Based on Facial Expression	5
Explainable Tensor Multi-Task Ensemble Learning Based on Brain Structure Variation for Alzheimer’s Disease Dynamic Prediction	5
Development of an Instrument to Assess the Stability of Cementless Femoral Implants Using Vibration Analysis During Total Hip Arthroplasty	5
Automatic Localization of Seizure Onset Zone From High-Frequency SEEG Signals: A Preliminary Study	5
Non-Invasive Solutions to Identify Distinctions Between Healthy and Mild Cognitive Impairments Participants	4
mHealth Technology Translation in a Limited Resources Community—Process, Challenges, and Lessons Learned From a Limited Resources Community of Chiang Mai Province, Thailand	4
Heartbeat Classification by Random Forest With a Novel Context Feature: A Segment Label	4
The Compressiometer: Toward a New Skin Tensiometer for Research and Surgical Planning	4
An Absorbent, Flexible, Transparent, and Scalable Substrate for Wound Dressings	4
Design of Wearable Hand Rehabilitation Glove With Bionic Fiber-Reinforced Actuator	4
Artificial Intelligence-Based Cyber-Physical System for Severity Classification of Chikungunya Disease	4
Point-of-Care Monitoring of Respiratory Diseases Using Lateral Flow Assay and CMOS Camera Reader	4
Classification of IHC Images of NATs With ResNet-FRP-LSTM for Predicting Survival Rates of Rectal Cancer Patients	4

A Preliminary Investigation of Similarities of High Resolution Cervical Auscultation Signals Between Thin Liquid Barium and Water Swallows	4
The RAIS Device for Global Surgery: Using a Participatory Design Approach to Navigate the Translational Pathway to Clinical Use	4
Unsupervised Learning Composite Network to Reduce Training Cost of Deep Learning Model for Colorectal Cancer Diagnosis	4
Novel Simulation Model That Realizes Arterial and Venous Blood Flow for Ultrasound-Guided Central Venous Catheter Insertion in Children	4
Brain Connectivity Changes During Bimanual and Rotated Motor Imagery	4
Automated Detection of Older Adults’ Naturally-Occurring Compensatory Balance Reactions: Translation From Laboratory to Free-Living Conditions	4
Creation of an Automated Fluorescence Guided Tumor Ablation System	4
Res-SE-ConvNet: A Deep Neural Network for Hypoxemia Severity Prediction for Hospital In-Patients Using Photoplethysmograph Signal	4
Automated Molecular Subtyping of Breast Carcinoma Using Deep Learning Techniques	4
Predicting the Travel Distance of Patients to Access Healthcare Using Deep Neural Networks	3
Combining Optical Character Recognition With Paper ECG Digitization	3
Design of an Affordable, Modular Implant Device for Soft Tissue Tension Assessment and Range of Motion Tracking During Total Hip Arthroplasty	3
Development of a Smart Hallway for Marker-Less Human Foot Tracking and Stride Analysis	3
Statistical Evaluation of Transformation Methods Accuracy on Derived Pathological Vectorcardiographic Leads	3
Design of a Device for Lower Limb Prophylaxis and Exercise	3
Evaluation of Pelvic Floor Muscles in Pregnancy and Postpartum With Non-Invasive Magnetomyography	3
A Wearable Fluorescence Imaging Device for Intraoperative Identification of Human Brain Tumors	3
An Epileptic Seizure Prediction Method Based on CBAM-3D CNN-LSTM Model	3
An Intelligent Motor Assessment Method Utilizing a Bi-Lateral Virtual-Reality Task for Stroke Rehabilitation on Upper Extremity	3
TransU²-Net: An Effective Medical Image Segmentation Framework Based on Transformer and U²-Net	3
Central Sleep Apnea Detection by Means of Finger Photoplethysmography	3
Non-Invasive Sensor-Based Estimation of Anterior-Posterior Upper Esophageal Sphincter Opening Maximal Distension	3
GlottisNetV2: Temporal Glottal Midline Detection Using Deep Convolutional Neural Networks	3
Introduction to a Twin Dual-Axis Robotic Platform for Studies of Lower Limb Biomechanics	2
Identification of Coronary Culprit Lesion in ST Elevation Myocardial Infarction by Using Deep Learning	2
Novel Technique for Noninvasive Detection of Localized Dynamic Brain Signals by Using Transcranial Static Magnetic Fields	2
Promoting Obesity Prevention and Healthy Habits in Childhood: The OCARIoT Experience	2
Breathing-Associated Facial Region Segmentation for Thermal Camera-Based Indirect Breathing Monitoring	2
Complex Brain–Heart Mapping in Mental and Physical Stress	2
CNN-LSTM Model for Recognizing Video-Recorded Actions Performed in a Traditional Chinese Exercise	2
Assessment of a Calibration-Free Method of Cuffless Blood Pressure Measurement: A Pilot Study	2
Controllable Jet Injection of Dental Local Anaesthetic	2
Automatic Hemorrhage Detection From Color Doppler Ultrasound Using a Generative Adversarial Network (GAN)-Based Anomaly Detection Method	2
Assessment of Residual Radioactivity by a Comprehensive Wireless, Wearable Device in Thyroid Cancer Patients Undergoing Radionuclide Therapy and Comparison With the Results of a Home Device: A Feasibi	2
Cost-Efficient Video Synthesis and Evaluation for Development of Virtual 3D Endoscopy	2
Smart Blood Vessel Detection System for Laparoscopic Surgery	2
Hand-Held Zoom Micro-Imaging System Based on Microfluidic Chip for Point-of-Care Testing (POCT) of Vaginal Inflammation	2
A Computer Vision Approach to Identifying Ticks Related to Lyme Disease	2
Fractal Spiking Neural Network Scheme for EEG-Based Emotion Recognition	2
Evaluation of a Novel System for RFID Intraoperative Cardiovascular Analytics	2
Epidural Needle Guidance Using Viscoelastic Tissue Response	2
Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning	2
New Radiomic Markers of Pulmonary Vein Morphology Associated With Post-Ablation Recurrence of Atrial Fibrillation	2
A Novel In-Home Sleep Monitoring System Based on Fully Integrated Multichannel Front-End Chip and Its Multilevel Analyses	2
Boundary-Preserved Deep Denoising of Stochastic Resonance Enhanced Multiphoton Images	2
Effects of Home-Based Computerized Cognitive Training in Community-Dwelling Adults With Mild Cognitive Impairment	2
3D-Printed Ophthalmic-Retrobulbar-Anesthesia Simulator: Mimicking Anatomical Structures and Providing Tactile Sensations	2
Using Inertial Measurement Unit Sensor Single Axis Rotation Angles for Knee and Hip Flexion Angle Calculations During Gait	2
Massage Therapy’s Effectiveness on the Decoding EEG Rhythms of Left/Right Motor Imagery and Motion Execution in Patients With Skeletal Muscle Pain	2
Healthy Aging: A Deep Meta-Class Sequence Model to Integrate Intelligence in Digital Twin	2