Task-Ready PanNuke and NuCLS Datasets: Reorganization, Synthetic Data Generation, and Experimental Evaluation

Automating nuclei analysis in histopathology is essential for enhancing disease diagnosis; however, training reliable models necessitates well-structured datasets. This paper addresses the gap in standardized data preparation workflows for two critical histopathology datasets: PanNuke and NuCLS. Fir...

Full description

Saved in:
Bibliographic Details
Main Authors: Sai Chandana Koganti, Siri Yellu, Jihoon Yun, Sanghoon Lee
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11080424/
Tags: Add Tag
No Tags, Be the first to tag this record!