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cs.CV2024
Supporting Mitosis Detection AI Training with Inter-Observer Eye-Gaze Consistencies
Hongyan Gu, Zihan Yan, Ayesha Alvi +6
The expansion of artificial intelligence (AI) in pathology tasks has intensified the demand for doctors' annotations in AI development. However, collecting high-quality annotations…
cs.CV2022★ 1 cited
Detecting Mitoses with a Convolutional Neural Network for MIDOG 2022 Challenge
Hongyan Gu, Mohammad Haeri, Shuo Ni +4
This work presents a mitosis detection method with only one vanilla Convolutional Neural Network (CNN). Our method consists of two steps: given an image, we first apply a CNN using…