Fracture Detection Study === ## [CONTENTS](https://hackmd.io/@huangtech/Bk1dhFIUB) ### 1. Fracture Detection Note - [note 1: Automated detection and classification of the proximal humerus fracture by using deep learning algorithm](https://hackmd.io/@D7JUa9FKT1SdphYnAPU1Ig/huangtech) - [note 2: Application of a deep learning algorithm for detection and visualization of hip fractures on plain pelvic radiographs](https://hackmd.io/@D7JUa9FKT1SdphYnAPU1Ig/H18ZNdIIS) - [note 3: Towards generative adversarial networks as a new paradigm for radiology education](https://hackmd.io/@D7JUa9FKT1SdphYnAPU1Ig/HywkLuUUr) - [note 4: GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification](https://hackmd.io/@D7JUa9FKT1SdphYnAPU1Ig/H1eWC_8LB) - [note 5: A CLASSIFICATION–BASED PERSPECTIVE ON GAN DISTRIBUTIONS](https://hackmd.io/@D7JUa9FKT1SdphYnAPU1Ig/ryVeStLIB) - [note 6:A Weakly-Supervised Localization and Classification of Proximal Femur Fractures](https://hackmd.io/@huangtech/HJ0tRqWKS) ### 2. Classification Model - [0. 概況](https://hackmd.io/@D7JUa9FKT1SdphYnAPU1Ig/S1l_JgIwr) - [1. VGG16 and VGG19](https://hackmd.io/@huangtech/S1OSCfBPS) - [2. Inception Model Series](/IdV4EoV4TlGUl6gIk1NrjQ) - [3. ResNet](/Eyb_6ITARyKd6TxAKvwEmA) - [4. EfficientNet](/1jfhxO_6T5O3Mu2GNWhpng) ###### tags: `Book`
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