OOIR: Observatory of International Research

Papers

(The median citation count of IEEE Journal of Translational Engineering in Health and Medicine is 3. 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
Registration Techniques for Clinical Applications of Three-Dimensional Augmented Reality Devices	28
Assessment of Carotid Arterial Stiffness in Community Settings With ARTSENS®	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
Modeling Large Sparse Data for Feature Selection: Hospital Admission Predictions of the Dementia Patients Using Primary Care Electronic Health Records	19
Particle Swarm Optimized Fuzzy CNN With Quantitative Feature Fusion for Ultrasound Image Quality Identification	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
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
A Novel Wearable Device for Continuous Temperature Monitoring & Fever Detection	14
Machine Learning-Based Continuous Intracranial Pressure Prediction for Traumatic Injury Patients	14
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
Pathologic Blood Samples Tolerate Exposure to Vibration and High Turbulence in Simulated Drone Flights, but Plasma Samples Should be Centrifuged After Flight	13
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
MPSHT: Multiple Progressive Sampling Hybrid Model Multi-Organ Segmentation	12
Smartphone-Based Colorimetric Analysis of Urine Test Strips for At-Home Prenatal Care	12
Alzheimer’s Disease Assessments Optimized for Diagnostic Accuracy and Administration Time	11
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
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
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-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
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
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
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
Radiomics Based Bayesian Inversion Method for Prediction of Cancer and Pathological Stage	7
An Absorbent, Flexible, Transparent, and Scalable Substrate for Wound Dressings	7
Quantifying Pathological Synergies in the Upper Extremity of Stroke Subjects With the Use of Inertial Measurement Units: A Pilot Study	7
Contactless Monitoring of Breathing Pattern and Thoracoabdominal Asynchronies in Preterm Infants Using Depth Cameras: A Feasibility Study	7
Brain Connectivity Changes During Bimanual and Rotated Motor Imagery	7
A Self-Attention-Guided 3D Deep Residual Network With Big Transfer to Predict Local Failure in Brain Metastasis After Radiotherapy Using Multi-Channel MRI	7
Unsupervised Learning Composite Network to Reduce Training Cost of Deep Learning Model for Colorectal Cancer Diagnosis	7
Quantifying Tremor in Essential Tremor Using Inertial Sensors—Validation of an Algorithm	7
Central Sleep Apnea Detection by Means of Finger Photoplethysmography	7
Cost-Efficient Video Synthesis and Evaluation for Development of Virtual 3D Endoscopy	7
Optical Metabolic Imaging of Mitochondrial Dysfunction on HADH Mutant Newborn Rat Hearts	6
A Graph Convolutional Network Based on Univariate Neurodegeneration Biomarker for Alzheimer’s Disease Diagnosis	6
Design of a Device for Lower Limb Prophylaxis and Exercise	6
Ensemble Learning Using Individual Neonatal Data for Seizure Detection	6
Development of an Instrument to Assess the Stability of Cementless Femoral Implants Using Vibration Analysis During Total Hip Arthroplasty	6

Creation of an Automated Fluorescence Guided Tumor Ablation System	6
Design of Wearable Hand Rehabilitation Glove With Bionic Fiber-Reinforced Actuator	6
Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening	6
Point-of-Care Monitoring of Respiratory Diseases Using Lateral Flow Assay and CMOS Camera Reader	6
Early Detection of Pancreatic Cancers Using Liquid Biopsies and Hierarchical Decision Structure	6
A Personalized Spatial-Temporal Cold Pain Intensity Estimation Model Based on Facial Expression	5
Identification of Coronary Culprit Lesion in ST Elevation Myocardial Infarction by Using Deep Learning	5
Breathing-Associated Facial Region Segmentation for Thermal Camera-Based Indirect Breathing Monitoring	5
The RAIS Device for Global Surgery: Using a Participatory Design Approach to Navigate the Translational Pathway to Clinical Use	5
Combining Optical Character Recognition With Paper ECG Digitization	5
Artificial Intelligence-Based Cyber-Physical System for Severity Classification of Chikungunya Disease	5
Real World Evidence of Wearable Smartbelt for Mitigation of Fall Impact in Older Adult Care	5
CNN-LSTM Model for Recognizing Video-Recorded Actions Performed in a Traditional Chinese Exercise	5
The Compressiometer: Toward a New Skin Tensiometer for Research and Surgical Planning	5
A Preliminary Investigation of Similarities of High Resolution Cervical Auscultation Signals Between Thin Liquid Barium and Water Swallows	5
GlottisNetV2: Temporal Glottal Midline Detection Using Deep Convolutional Neural Networks	5
Statistical Evaluation of Transformation Methods Accuracy on Derived Pathological Vectorcardiographic Leads	5
Novel Simulation Model That Realizes Arterial and Venous Blood Flow for Ultrasound-Guided Central Venous Catheter Insertion in Children	5
Effects of Home-Based Computerized Cognitive Training in Community-Dwelling Adults With Mild Cognitive Impairment	5
Res-SE-ConvNet: A Deep Neural Network for Hypoxemia Severity Prediction for Hospital In-Patients Using Photoplethysmograph Signal	5
Healthy Aging: A Deep Meta-Class Sequence Model to Integrate Intelligence in Digital Twin	4
Development of a Smart Hallway for Marker-Less Human Foot Tracking and Stride Analysis	4
New Radiomic Markers of Pulmonary Vein Morphology Associated With Post-Ablation Recurrence of Atrial Fibrillation	4
Complex Brain–Heart Mapping in Mental and Physical Stress	4
Classification of IHC Images of NATs With ResNet-FRP-LSTM for Predicting Survival Rates of Rectal Cancer Patients	4
Using Inertial Measurement Unit Sensor Single Axis Rotation Angles for Knee and Hip Flexion Angle Calculations During Gait	4
Design of an Affordable, Modular Implant Device for Soft Tissue Tension Assessment and Range of Motion Tracking During Total Hip Arthroplasty	4
Novel Technique for Noninvasive Detection of Localized Dynamic Brain Signals by Using Transcranial Static Magnetic Fields	4
Non-Invasive Solutions to Identify Distinctions Between Healthy and Mild Cognitive Impairments Participants	4
A Computer Vision Approach to Identifying Ticks Related to Lyme Disease	4
Automated Detection of Older Adults’ Naturally-Occurring Compensatory Balance Reactions: Translation From Laboratory to Free-Living Conditions	4
A Wearable Fluorescence Imaging Device for Intraoperative Identification of Human Brain Tumors	4
Automatic Hemorrhage Detection From Color Doppler Ultrasound Using a Generative Adversarial Network (GAN)-Based Anomaly Detection Method	4
Fourier Channel Attention Powered Lightweight Network for Image Segmentation	4
Predicting the Travel Distance of Patients to Access Healthcare Using Deep Neural Networks	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
Self-Supervised Learning-Based General Laboratory Progress Pretrained Model for Cardiovascular Event Detection	4
Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning	3
Executive Functions Assessment Based on Wireless EEG and 3D Gait Analysis During Dual-Task: A Feasibility Study	3
A Low-Cost Instrumented Shoe System for Gait Phase Detection Based on Foot Plantar Pressure Data	3
Parameter-Free Matrix Decomposition for Specular Reflections Removal in Endoscopic Images	3
Evaluation of a Novel System for RFID Intraoperative Cardiovascular Analytics	3
Treatment of Nocturnal Enuresis Using Miniaturised Smart Mechatronics With Artificial Intelligence	3
Registration Sanity Check for AR-guided Surgical Interventions: Experience From Head and Face Surgery	3
Elastic Deformation of Optical Coherence Tomography Images of Diabetic Macular Edema for Deep-Learning Models Training: How Far to Go?	3
Smart Blood Vessel Detection System for Laparoscopic Surgery	3
Assessment of a Calibration-Free Method of Cuffless Blood Pressure Measurement: A Pilot Study	3
Predicting Visit Cost of Obstructive Sleep Apnea Using Electronic Healthcare Records With Transformer	3
Deep Learning-Based, Multiclass Approach to Cancer Classification on Liquid Biopsy Data	3
Evaluation of Pelvic Floor Muscles in Pregnancy and Postpartum With Non-Invasive Magnetomyography	3
Commute Booster: A Mobile Application for First/Last Mile and Middle Mile Navigation Support for People With Blindness and Low Vision	3
An Intelligent Motor Assessment Method Utilizing a Bi-Lateral Virtual-Reality Task for Stroke Rehabilitation on Upper Extremity	3
Overground Walking With a Transparent Exoskeleton Shows Changes in Spatiotemporal Gait Parameters	3
Boundary-Preserved Deep Denoising of Stochastic Resonance Enhanced Multiphoton Images	3
3D-Printed Ophthalmic-Retrobulbar-Anesthesia Simulator: Mimicking Anatomical Structures and Providing Tactile Sensations	3
Controllable Jet Injection of Dental Local Anaesthetic	3
Non-Invasive Sensor-Based Estimation of Anterior-Posterior Upper Esophageal Sphincter Opening Maximal Distension	3
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	3