Automated Computational Detection of Interstitial Fibrosis, Tubular Atrophy, and Glomerulosclerosis

BACKGROUND: Interstitial fibrosis, tubular atrophy (IFTA), and glomerulosclerosis are indicators of irrecoverable kidney injury. Modern machine learning (ML) tools have enabled robust, automated identification of image structures that can be comparable with analysis by human experts. ML algorithms w...

Descripció completa

Guardat en:
Dades bibliogràfiques
Publicat a:J Am Soc Nephrol
Autors principals: Ginley, Brandon, Jen, Kuang-Yu, Han, Seung Seok, Rodrigues, Luís, Jain, Sanjay, Fogo, Agnes B., Zuckerman, Jonathan, Walavalkar, Vighnesh, Miecznikowski, Jeffrey C., Wen, Yumeng, Yen, Felicia, Yun, Donghwan, Moon, Kyung Chul, Rosenberg, Avi, Parikh, Chirag, Sarder, Pinaki
Format: Artigo
Idioma:Inglês
Publicat: American Society of Nephrology 2021
Matèries:
Basic Research
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC8017538/
https://ncbi.nlm.nih.gov/pubmed/33622976
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1681/ASN.2020050652
Etiquetes: Afegir etiqueta
Sense etiquetes, Sigues el primer a etiquetar aquest registre!

Ítems similars