Improving interobserver agreement and performance of deep learning models for segmenting acute ischemic stroke by combining DWI with optimized ADC thresholds.

Chun-Jung JuanShao-Chieh LinYa-Hui LiChia-Ching ChangYi-Hung JengHsu-Hsia PengTeng-Yi HuangHsiao-Wen ChungWu-Chung ShenChon-Haw TsaiRuey-Feng ChangYi-Jui Liu

Published in: European radiology (2022)

/s eliminated the difference of DSC at any stroke size between observers or between hospitals (p = .07 to > .99).

Keyphrases

acute ischemic stroke
diffusion weighted imaging
deep learning
diffusion weighted
atrial fibrillation
contrast enhanced
healthcare
magnetic resonance imaging
artificial intelligence
convolutional neural network
computed tomography
brain injury