early detection
3 articles · search the full text for this term
-
Advanced Classification of Diabetic Retinopathy Using GAN and Deep Residual CNN Model
Abstract: Diabetic retinopathy (DR) is a leading cause of blindness worldwide, impacting the largest number of individuals who have diabetes. Early identification of diabetic retinopathy may help to prevent severe effects; however, the very limited availability of labeled datasets, and the possibility of overfitting of the model, presents obstacles to obtaining an accurate diagnosis. In this research, a hybrid deep learning strategy is introduced, where Generative Adversarial Networks (GANs) are used …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 12, Issue 1, 2026 · pp. 8–16 Read article
-
Biofunctionalized Nanoparticles for Early Detection of Cervical Cancer in Rural North Indian Women
Abstract: Among the Indian women, cervical cancer is still the second most prevalent cancer and one of the leading causes of cancer death especially in the rural areas where screening and diagnostic facilities are not developed. This study assesses the feasibility, awareness, and acceptability on the use of biofunctionalized nanoparticles for early detection of cervical cancer in women from rural North India. Using a pre-tested structured questionnaire, a community-based cross-sectional survey …
Published in International Journal of Applied Nanotechnology · Vol. 11, Issue 2, 2025 Read article
-
Development of Nano-enabled Biosensors for Early Detection of Cardiovascular Diseases
Abstract: Cardiovascular diseases (CVDs) represent a significant global health burden, necessitating early and accurate detection for timely intervention and improved patient outcomes. This article explores the development of nano-enabled biosensors as a promising approach for the early detection of CVDs. It provides a comprehensive overview of the field, including a literature review, fundamental principles, design considerations, and recent advancements.The article delves into the roles and clinical applications of various cardiovascular disease …
Published in International journal of Nanobiotechnology · Vol. 10, Issue 1, 2024 Read article