Persistent homology approach distinguishes potential pattern between “Early” and “Not Early” hepatic decompensation groups using MRI modalities

Primary sclerosis cholangitis (PSC) predisposes individuals to liver failure, but it is challenging for radiologists examining radiologic images to predict which patients with PSC will ultimately develop liver failure. Motivated by algebraic topology, a topological data analysis - inspired framework...

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主要な著者:	Singh Yashbir, Jons William, Conte Gian Marco, Jagtap Jaidip, Zhang Kuan, Sobek Joseph D., Rouzrokh Pouria, Eaton John E., Erickson Bradley J.
フォーマット:	Artigo
言語:	Inglês
出版事項:	De Gruyter 2021-10-01
シリーズ:	Current Directions in Biomedical Engineering
主題:	hepatic decompensation topological data analysis persistent homology primary sclerosing cholangitis
オンライン･アクセス:	https://doi.org/10.1515/cdbme-2021-2124
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