85 citations · 88 across the 2 of their papers we have counts for
2 papers
eess.IV2023★ 3 cited
Video Pretraining Advances 3D Deep Learning on Chest CT Tasks
Alexander Ke, Shih-Cheng Huang, Chloe P O'Connell +3
Pretraining on large natural image classification datasets such as ImageNet has aided model development on data-scarce 2D medical tasks. 3D medical tasks often have much less data…
cs.CV2021★ 85 cited
CheXtransfer: Performance and Parameter Efficiency of ImageNet Models for Chest X-Ray Interpretation
Alexander Ke, William Ellsworth, Oishi Banerjee +2
Deep learning methods for chest X-ray interpretation typically rely on pretrained models developed for ImageNet. This paradigm assumes that better ImageNet architectures perform be…