Caricamento...

Deep learning for biomarker regression: application to osteoporosis and emphysema on chest CT scans

INTRODUCTION: Biomarker computation using deep-learning often relies on a two-step process, where the deep learning algorithm segments the region of interest and then the biomarker is measured. We propose an alternative paradigm, where the biomarker is estimated directly using a regression network....

Descrizione completa

Salvato in:
Dettagli Bibliografici
Pubblicato in:Proc SPIE Int Soc Opt Eng
Autori principali: González, Germán, Washko, George R., Estépar, Raúl San José
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2018
Soggetti:
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6097534/
https://ncbi.nlm.nih.gov/pubmed/30122802
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2293455
Tags: Aggiungi Tag
Nessun Tag, puoi essere il primo ad aggiungerne! !