Publications by authors named "Dhruv Kumar Gupta"
Article Synopsis
- The study aimed to enhance deep learning techniques for detecting isodense or obscure masses in dense breast tissue by incorporating core radiology principles into model development.
- Using a multi-centre approach, the researchers trained and validated the deep learning model on both diagnostic and screening mammography datasets, which included thousands of images and confirmed cases of cancer.
- Results showed improved sensitivity in detecting malignancies, especially in patients with dense breasts and isodense cancers, suggesting that integrating traditional radiology knowledge into deep learning can significantly boost cancer detection performance.
