Publications by authors named "Pankaj Pratap Singh"
Road network extraction is a significant challenge in remote sensing (RS). Automated techniques for interpreting RS imagery offer a cost-effective solution for obtaining road network data quickly, surpassing traditional visual interpretation methods. However, the diverse characteristics of road networks, such as varying lengths, widths, materials, and geometries across different regions, pose a formidable obstacle for road extraction from RS imagery.
View Article and Find Full Text PDFBreast cancer: A comparative review for breast cancer detection using machine learning techniques.
Cell Biochem Funct
December 2023
Article Synopsis
- Breast cancer is the most prevalent cancer among women worldwide, with increasing rates of incidence and death, largely due to barriers like culture, socioeconomic status, and education affecting awareness and healthcare access.
- Delayed diagnoses and poor outcomes are common, highlighting the need for collaboration among healthcare providers, policymakers, and community leaders to effectively tackle this women's health crisis and lower mortality rates.
- This review aims to investigate machine learning techniques that can enhance early detection and improve the accuracy of breast cancer diagnoses, ultimately promoting better health outcomes for women.