Seeking an Optimal Approach for Computer-Aided Pulmonary Embolism Detection

2 code implementations • 15 Sep 2021 • Nahid Ul Islam, Shiv Gehlot, Zongwei Zhou, Michael B Gotway, Jianming Liang

At the image level, we compare convolutional neural networks (CNNs) with vision transformers, and contrast self-supervised learning (SSL) with supervised learning, followed by an evaluation of transfer learning compared with training from scratch.

Multiple Instance Learning Pulmonary Embolism Detection +2