no code implementations • 10 Oct 2023 • Suruchi Kumari, Pravendra Singh
This paper conducts a thorough review of data-efficient deep learning methods for medical image analysis.
no code implementations • 18 Jul 2023 • Suruchi Kumari, Pravendra Singh
In this paper, we provide a comprehensive literature review of recent deep UDA approaches in medical imaging from a technical perspective.
no code implementations • 10 Jul 2023 • Md Junaid Mahmood, Pranaw Raj, Divyansh Agarwal, Suruchi Kumari, Pravendra Singh
To evaluate the performance of our proposed approach, we conduct experiments on two publicly available medical image classification benchmark datasets: the skin lesion classification (ISIC 2018) and the blood cell classification dataset (BCCD).