Search Results for author: Michael Gotway

Found 2 papers, 1 papers with code

Learning Anatomically Consistent Embedding for Chest Radiography

1 code implementation1 Dec 2023 Ziyu Zhou, Haozhe Luo, Jiaxuan Pang, Xiaowei Ding, Michael Gotway, Jianming Liang

Self-supervised learning (SSL) approaches have recently shown substantial success in learning visual representations from unannotated images.

Anatomy Self-Supervised Learning

Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally

no code implementations CVPR 2017 Zongwei Zhou, Jae Shin, Lei Zhang, Suryakanth Gurudu, Michael Gotway, Jianming Liang

Intense interest in applying convolutional neural networks (CNNs) in biomedical image analysis is wide spread, but its success is impeded by the lack of large annotated datasets in biomedical imaging.

Active Learning Transfer Learning

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