KFWC: A Knowledge-Driven Deep Learning Model for Fine-grained Classification of Wet-AMD

no code implementations • 23 Dec 2021 • Haihong E, Jiawen He, Tianyi Hu, Lifei Wang, Lifei Yuan, Ruru Zhang, Meina Song

With the introduction of a priori knowledge of 10 lesion signs of input images into the KFWC, we aim to accelerate the KFWC by means of multi-label classification pre-training, to locate the decisive image features in the fine-grained disease classification task and therefore achieve better classification.

Classification Multi-Label Classification