Publications by authors named "Prajval Mohan"
BMC Bioinformatics
March 2024
Article Synopsis
- Deep learning methods are becoming essential for analyzing histopathological images, but many existing approaches are limited to specific domains and tools, with few open-source options available for interactive use.
- Slideflow is a newly developed, flexible deep learning library designed specifically for digital pathology, providing various methods and a fast interface for deploying trained models.
- With features like efficient stain normalization, weakly-supervised classification, and rapid whole-slide image processing, Slideflow allows researchers to experiment easily with different deep learning methods using Tensorflow or PyTorch on various devices, including Raspberry Pi.
