Heterogeneity in the diagnosis and prognosis of ischemic stroke subtypes: 9-year follow-up of 22,000 cases in Chinese adults.

Matthew ChunHaiqiang QinIain TurnbullSam SansomeSimon GilbertAlex HackerNeil WrightTingting ZhuDavid CliftonDerrick BennettYu GuoPei PeiJun LvCanqing YuLing YangLiming LiYan LuZhengming ChenBenjamin J CairnsYiping ChenRobert J Clarke

Published in: International journal of stroke : official journal of the International Stroke Society (2023)

This study highlighted substantial heterogeneity in prognosis of IS subtypes and utility of ML approaches for classification of IS cases with incomplete clinical investigations.

Keyphrases

single cell
machine learning
deep learning
atrial fibrillation