OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Medical and Biological Engineering is 4. 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
Atrial Fibrillation Detection Using a Feedforward Neural Network	50
ECG Paper Record Digitization and Diagnosis Using Deep Learning	36
Performance Comparison of the Deep Learning and the Human Endoscopist for Bleeding Peptic Ulcer Disease	26
Photoplethysmography-Based Respiratory Rate Estimation Algorithm for Health Monitoring Applications	26
EEG-Based Anxious States Classification Using Affective BCI-Based Closed Neurofeedback System	25
Attention Aware Deep Learning Model for Wireless Capsule Endoscopy Lesion Classification and Localization	25
End-to-End Depression Recognition Based on a One-Dimensional Convolution Neural Network Model Using Two-Lead ECG Signal	21
Biomechanical Effects of Bone Atrophy, Implant Design, and Vertical or Tilted of Posterior Implant on All-on-Four Concept Implantation: Finite Element Analysis	19
Comparison of Machine Learning Algorithms for the Quality Assessment of Wearable ECG Signals Via Lenovo H3 Devices	18
Explainable Deep-Learning-Based Diagnosis of Alzheimer’s Disease Using Multimodal Input Fusion of PET and MRI Images	16
3PCNNB-Net: Three Parallel CNN Branches for Breast Cancer Classification Through Histopathological Images	16
Deep Learning in Classification of Covid-19 Coronavirus, Pneumonia and Healthy Lungs on CXR and CT Images	15
Fully Automated Integrated Segmentation of Carotid Artery Ultrasound Images Using DBSCAN and Affinity Propagation	13
An ECG-based Authentication System Using Siamese Neural Networks	12
GliMR: Cross-Border Collaborations to Promote Advanced MRI Biomarkers for Glioma	12
A Mathematical Model for Biomechanical Evaluation of Micro-motion in Dental Prosthetics using Vibroacoustic RFA	12
A Review of MAC Layer for Wireless Body Area Network	12
Parkinson’s Disease Classification Using Machine Learning Approaches and Resting-State EEG	11
Predicting the Severity of COVID-19 from Lung CT Images Using Novel Deep Learning	11
Design of ECM Functionalized Polycaprolactone Aligned Nanofibers for Peripheral Nerve Tissue Engineering	11
Computational Tools for the Investigation of the Male Lower Urinary Tract Functionality in Health and Disease	10
Home-Use and Real-Time Sleep-Staging System Based on Eye Masks and Mobile Devices with a Deep Learning Model	10
Insertion Speed Affects the Initial Stability of Dental Implants	10
Artificial Intelligence Framework for Efficient Detection and Classification of Pneumonia Using Chest Radiography Images	10
Stress Distribution of Four-Unit Implant-Supported Fixed Partial Prosthesis with Different Numbers and Positions of Fixtures in Maxilla Anterior Region-3D FEA	10

Cross-Tissue/Organ Transfer Learning for the Segmentation of Ultrasound Images Using Deep Residual U-Net	9
New Biomechanical Approach for Evaluation of Spinal Pedicle Screw Fixation Stability	9
An Automatic Evaluation Method for Parkinson's Dyskinesia Using Finger Tapping Video for Small Samples	9
Frontal Alpha EEG Asymmetry Variation of Depression Patients Assessed by Entropy Measures and Lemple–Ziv Complexity	9
A 2D/3D Non-rigid Registration Method for Lung Images Based on a Non-linear Correlation Between Displacement Vectors and Similarity Measures	8
Analysis of Active Back-Support Exoskeleton During Manual Load-Lifting Tasks	8
Structural MRI Texture Analysis for Detecting Alzheimer’s Disease	8
A Convolutional Neural Network with Meta-feature Learning for Wireless Capsule Endoscopy Image Classification	8
Prediction of TACE Treatment Response in a Preoperative MRI via Analysis of Integrating Deep Learning and Radiomics Features	7
Molecular PET Imaging in Alzheimer’s Disease	7
Three-Dimensional Ultrasound Localization Microscopy with Bipartite Graph-Based Microbubble Pairing and Kalman-Filtering-Based Tracking on a 256-Channel Verasonics Ultrasound System with a 32 × 32 Mat	7
Lung Opacity Pneumonia Detection with Improved Residual Networks	6
Recent Developments in Additive-Manufactured Intermetallic Compounds for Bio-Implant Applications	6
Parkinson’s Disease Detection by Using Feature Selection and Sparse Representation	6
Automatic White Blood Cell Classification Based on Whole-Slide Images with a Deeply Aggregated Neural Network	6
A Systematic Review of ‘Fair’ AI Model Development for Image Classification and Prediction	6
Schizophrenia Diagnosis by Weighting the Entropy Measures of the Selected EEG Channel	6
Piezoelectric Sensor-Based Continuous Monitoring of Respiratory Rate During Sleep	6
Segmentation of Lymph Nodes in Ultrasound Images Using U-Net Convolutional Neural Networks and Gabor-Based Anisotropic Diffusion	6
A Physiological Control Method Based on SMC and GAPSO for Artificial Heart Pumps to Maintain Pulsatility and Avoid Regurgitation and Suction	5
An Optical Universal Plasmon-Based Biosensor for Virus ‎‎Detection	5
Observation of Aerosol Generation by Human Subjects During Cardiopulmonary Exercise Testing Using a High-Powered Laser Technique: A Pilot Project	5
End-to-End Sleep Apnea Detection Using Single-Lead ECG Signal and 1-D Residual Neural Networks	5
Contribution of Brain Regions Asymmetry Scores Combined with Random Forest Classifier in the Diagnosis of Alzheimer’s Disease in His Earlier Stage	5
Comparative Analysis of the Biomechanical Behavior of Collar and Collarless Stems: Experimental Testing and Finite Element Modelling	5
Automatic Segmentation of Head and Neck Cancer from PET-MRI Data Using Deep Learning	5
Accuracy Comparison of 3D Face Scans Obtained by Portable Stereophotogrammetry and Smartphone Applications	5
A Comparative Assessment of Different Approaches of Segmentation and Classification Methods on Childhood Medulloblastoma Images	5
Finite Element Investigation of Fracture Risk Under Postero-Anterior Mobilization on a Lumbar Bone in Elderly With and Without Osteoporosis	5
Size Constraint to Limit Interference in DRL-Free Single-Ended Biopotential Measurements	5
Applying Artificial Intelligence (AI) Techniques to Implement a Practical Smart Cage Aquaculture Management System	5
Non-invasive Estimation of Clinical Severity of Anemia Using Hierarchical Ensemble Classifiers	5
Advantage of Multi-Directional Stability of Spiral Clavicle Plate in Treatment of Middle One-Third Clavicle Fracture: A Finite Element Study	5
Biomechanical Effects of Different Miniplate Thicknesses and Fixation Methods Applied in BSSO Surgery Under Two Occlusal Conditions	5
Combination of XGBoost Analysis and Rule-Based Method for Intrapartum Cardiotocograph Classification	5
Prediction of Type 2 Diabetes Mellitus According to Glucose Metabolism Patterns in Pregnancy Using a Novel Machine Learning Algorithm	4
Porcine Platelet Lysate Intra-articular Knee Joint Injections for the Treatment of Rabbit Cartilage Lesions and Osteoarthritis	4
A Portable ECG Patch Monitor Based on Flexible Non-hydrogel Electrode	4
Thulium-Doped Fiber Laser and Its Application in Urinary Lithotripsy	4
Validation of Data Imputation by Ensemble Averaging to Quantify 24-h Behavior Using Heart Rate of Stroke Rehabilitation Inpatients	4
Assessment and Improvement of a Novel ultrasound-based 3D Reconstruction Method: Registered for Lumbar Spine	4
Pain Monitoring Using Heart Rate Variability and Photoplethysmograph-Derived Parameters by Binary Logistic Regression	4
Evidence-based Customized Ankle-Foot Orthosis with Energy Storage	4
FBUNet: Full Convolutional Network Based on Fusion Block Architecture for Biomedical Image Segmentation	4
Biomechanical analysis of new cross locking plates for metacarpal neck fracture	4
Deep Learning-Based Clinical Wound Image Analysis Using a Mask R-CNN Architecture	4
Perfusion-Based Recellularization of Rat Livers with Islets of Langerhans	4
Design Workflow for Mandibular Reconstruction. Opportunities and Limitations of In-house Virtual Surgical Planning	4
Heart Rate Variability: Influence of Pre-processing Methods in Identifying Single-Night Sleep-Deprived Subjects	4
Multi-Capsule Endoscopy: An initial study on modeling and phantom experimentation of a magnetic capsule train	4

Agents that Argue and Explain Classifications of Retinal Conditions	4
Comparing Transcranial Direct Current Stimulation (tDCS) with Other Non-Invasive Brain Stimulation (NIBS) in the Treatment of Alzheimer’s Disease: A Literature Review	4
Biomechanical Analysis of the External Fixation in a Lumbar Fracture Model: A Finite Element Study	4
Primary Stability of Conventionally Tapered Versus Reverse Tapered Body Shift Implants Under Varying Bone Support Conditions—An In-Vitro Study	4
Improved Prediction of Significant Prostate Cancer Following Repeated Prostate Biopsy by the Random Forest Classifier	4
Trochanteric Nails for the Reduction of Intertrochanteric Fractures: A Biomechanical Analysis Based on Finite Element Analysis and DIC System	4