OOIR: Observatory of International Research

Papers

(The H4-Index of Diagnostics is 58. 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
In Vitro Diagnostic Assays for COVID-19: Recent Advances and Emerging Trends	243
Multimodal Brain Tumor Classification Using Deep Learning and Robust Feature Selection: A Machine Learning Application for Radiologists	229
Efficient Pneumonia Detection in Chest Xray Images Using Deep Transfer Learning	180
Antibody Tests in Detecting SARS-CoV-2 Infection: A Meta-Analysis	179
Molecular and Serological Tests for COVID-19. A Comparative Review of SARS-CoV-2 Coronavirus Laboratory and Point-of-Care Diagnostics	179
TransMed: Transformers Advance Multi-Modal Medical Image Classification	167
Skin Lesion Segmentation and Multiclass Classification Using Deep Learning Features and Improved Moth Flame Optimization	149
Viral Dynamics and Real-Time RT-PCR Ct Values Correlation with Disease Severity in COVID-19	128
Machine Learning and Deep Learning Methods for Skin Lesion Classification and Diagnosis: A Systematic Review	118
Cloud Computing-Based Framework for Breast Cancer Diagnosis Using Extreme Learning Machine	116
Blockchain and Artificial Intelligence Technology for Novel Coronavirus Disease-19 Self-Testing	114
Analysis of Features of Alzheimer’s Disease: Detection of Early Stage from Functional Brain Changes in Magnetic Resonance Images Using a Finetuned ResNet18 Network	109
Applications of Explainable Artificial Intelligence in Diagnosis and Surgery	103
The Effects of COVID-19 on Placenta and Pregnancy: What Do We Know So Far?	102
Mini-Review Discussing the Reliability and Efficiency of COVID-19 Vaccines	100
COVID-19 Serological Tests: How Well Do They Actually Perform?	100
Deep-Pneumonia Framework Using Deep Learning Models Based on Chest X-Ray Images	92
Combining Point-of-Care Diagnostics and Internet of Medical Things (IoMT) to Combat the COVID-19 Pandemic	91
Reporting Standards for a Bland–Altman Agreement Analysis: A Review of Methodological Reviews	89
Efficient Detection of Knee Anterior Cruciate Ligament from Magnetic Resonance Imaging Using Deep Learning Approach	85
Next Generation Sequencing for Gene Fusion Analysis in Lung Cancer: A Literature Review	84
Liquid Biopsy as Novel Tool in Precision Medicine: Origins, Properties, Identification and Clinical Perspective of Cancer’s Biomarkers	83
Diagnosis of Diabetes Mellitus Using Gradient Boosting Machine (LightGBM)	82
Mobile Health in Remote Patient Monitoring for Chronic Diseases: Principles, Trends, and Challenges	82
Detection and Severity Classification of COVID-19 in CT Images Using Deep Learning	79

Deep Learning Based Automatic Malaria Parasite Detection from Blood Smear and Its Smartphone Based Application	78
A Deep Neural Network for Early Detection and Prediction of Chronic Kidney Disease	77
ASCU-Net: Attention Gate, Spatial and Channel Attention U-Net for Skin Lesion Segmentation	72
Animal Models of Depression: What Can They Teach Us about the Human Disease?	72
Saliva—Friend and Foe in the COVID-19 Outbreak	71
An Effective Mental Stress State Detection and Evaluation System Using Minimum Number of Frontal Brain Electrodes	69
Evaluation of Anti-SARS-Cov-2 S-RBD IgG Antibodies after COVID-19 mRNA BNT162b2 Vaccine	68
A Novel Deep Learning Method for Recognition and Classification of Brain Tumors from MRI Images	68
BrainSeg-Net: Brain Tumor MR Image Segmentation via Enhanced Encoder–Decoder Network	67
Demystifying Supervised Learning in Healthcare 4.0: A New Reality of Transforming Diagnostic Medicine	66
The Predictive Role of NLR, d-NLR, MLR, and SIRI in COVID-19 Mortality	65
Temporomandibular Disorders: Current Concepts and Controversies in Diagnosis and Management	64
Anti-SARS-CoV-2 Receptor-Binding Domain Total Antibodies Response in Seropositive and Seronegative Healthcare Workers Undergoing COVID-19 mRNA BNT162b2 Vaccination	64
A Review of Dry Eye Questionnaires: Measuring Patient-Reported Outcomes and Health-Related Quality of Life	64
ISIDOG Recommendations Concerning COVID-19 and Pregnancy	64
COVID-19 Infection Diagnosis: Potential Impact of Isothermal Amplification Technology to Reduce Community Transmission of SARS-CoV-2	64
Artificial Intelligence and Machine Learning in Prostate Cancer Patient Management—Current Trends and Future Perspectives	63
VGG19 Network Assisted Joint Segmentation and Classification of Lung Nodules in CT Images	63
The Role of Gut, Vaginal, and Urinary Microbiome in Urinary Tract Infections: From Bench to Bedside	63
Performance of Rapid Antigen Tests for COVID-19 Diagnosis: A Systematic Review and Meta-Analysis	63
Artificial Intelligence in Radiology—Ethical Considerations	62
Development of a Deep Learning Algorithm for Periapical Disease Detection in Dental Radiographs	62
Magnetic Lateral Flow Immunoassays	61
Detection of Parkinson’s Disease from 3T T1 Weighted MRI Scans Using 3D Convolutional Neural Network	60
Melanoma Diagnosis Using Deep Learning and Fuzzy Logic	60
Deep Learning for Caries Detection and Classification	60
Weakly Labeled Data Augmentation for Deep Learning: A Study on COVID-19 Detection in Chest X-Rays	59
Dilated Semantic Segmentation for Breast Ultrasonic Lesion Detection Using Parallel Feature Fusion	59
A Novel Multistage Transfer Learning for Ultrasound Breast Cancer Image Classification	59
Nucleic Acid-Based Diagnostic Tests for the Detection SARS-CoV-2: An Update	59
Automatic Grading of Individual Knee Osteoarthritis Features in Plain Radiographs Using Deep Convolutional Neural Networks	58
Current Data Regarding the Relationship between Type 2 Diabetes Mellitus and Cardiovascular Risk Factors	58
COVID-19 Diagnostics, Tools, and Prevention	58