Towards Clinical Diagnosis: Automated Stroke Lesion Segmentation on Multimodal MR Image Using Convolutional Neural Network

no code implementations • 5 Mar 2018 • Zhiyang Liu, Chen Cao, Shuxue Ding, Tong Han, Hong Wu, Sheng Liu

The patient with ischemic stroke can benefit most from the earliest possible definitive diagnosis.

Lesion Segmentation

Automatic acute ischemic stroke lesion segmentation using semi-supervised learning

no code implementations • 10 Aug 2019 • Bin Zhao, Shuxue Ding, Hong Wu, Guohua Liu, Chen Cao, Song Jin, Zhiyang Liu

By using a large number of weakly labeled subjects and a small number of fully labeled subjects, our proposed method is able to accurately detect and segment the AIS lesions.

Clustering Ischemic Stroke Lesion Segmentation +1