Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide Images

Author:

Wang Zhenzhen1ORCID,Saoud Carla2,Wangsiricharoen Sintawat2,James Aaron W.2,Popel Aleksander S.3,Sulam Jeremias1ORCID

Affiliation:

1. Department of Biomedical Engineering, Mathematical Institute of Data Science, Johns Hopkins University, Baltimore, MD, USA

2. Department of Pathology, Johns Hopkins Medicine, Baltimore, MD, USA

3. Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA

Funder

CISCO Research

NIH

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Radiological and Ultrasound Technology,Software

Reference61 articles.

1. Effective training of convolutional networks using noisy Web images

2. On calibration of modern neural networks;guo;Proc Int Conf Mach Learn,2017

3. Learning with confident examples: Rank pruning for robust classification with noisy labels;northcutt;Proc UAI,2017

4. Spatially Varying Label Smoothing: Capturing Uncertainty from Expert Annotations

5. Interpreting chest X-rays via CNNs that exploit hierarchical disease dependencies and uncertainty labels

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