Deep learning technology in vascular image segmentation and disease diagnosis
Blood vessel segmentation is a crucial aspect of medical image processing, aiding medical
professionals in more accurate disease analysis and diagnosis. Manual blood vessel …
professionals in more accurate disease analysis and diagnosis. Manual blood vessel …
Joint DR-DME grading classification using optimal feature selection-based deep graph correlation network
KK Gurrala - Applied Soft Computing, 2023 - Elsevier
Diabetic macular edema (DME) and diabetic retinopathy (DR) are the leading causes of
human blindness, and accurate grading of individual DME, individual DR, and the joint DR …
human blindness, and accurate grading of individual DME, individual DR, and the joint DR …
A localized feature description means assisting diabetic macular edema detection and classification
KR Remya, MN Giriprasad, MS Sudhakar - Wireless Personal …, 2023 - Springer
Heretofore schemes highly rely on complex feature characterization modules assisting the
detection and classification of Diabetic Macular Edema (DME). DME encompasses intrinsic …
detection and classification of Diabetic Macular Edema (DME). DME encompasses intrinsic …
A novel retinal image generation model with the preservation of structural similarity and high resolution
X Guo, X Lu, Q Lin, J Zhang, X Hu, S Che - Biomedical Signal Processing …, 2022 - Elsevier
Due to data scarcity and class imbalance in medical images, the training dataset seriously
affects the classification accuracy of the model. We propose a retinal image generation …
affects the classification accuracy of the model. We propose a retinal image generation …
An Automated Diagnosis of Diabetic Macular Edema Grading Using Transfer Learning
Diabetes affected millions of individuals till now, up from 108 million in past years, and the
ratio is increasing daily. Age-specific diabetes mortality rates increased exponentially …
ratio is increasing daily. Age-specific diabetes mortality rates increased exponentially …
Глибоке навчання для виявлення та класифікації стадій діабетичної ретинопатії
МР Басараб, КО Іванько - Мікросистеми, Електроніка та Акустика, 2024 - elc.kpi.ua
Анотація Рівень захворюваності на діабетичну ретинопатію (ДР), яка є ускладненням
цукрового діабету і призводить до серйозного погіршення зору та потенційної сліпоти, в …
цукрового діабету і призводить до серйозного погіршення зору та потенційної сліпоти, в …