AppendiXNet: Deep Learning for Diagnosis of Appendicitis from A Small Dataset of CT Exams Using Video Pretraining

The development of deep learning algorithms for complex tasks in digital medicine has relied on the availability of large labeled training datasets, usually containing hundreds of thousands of examples. The purpose of this study was to develop a 3D deep learning model, AppendiXNet, to detect appendi...

Fuld beskrivelse

Na minha lista:
Bibliografiske detaljer
Udgivet i:Sci Rep
Main Authors: Rajpurkar, Pranav, Park, Allison, Irvin, Jeremy, Chute, Chris, Bereket, Michael, Mastrodicasa, Domenico, Langlotz, Curtis P., Lungren, Matthew P., Ng, Andrew Y., Patel, Bhavik N.
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2020
Fag:
Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7054445/
https://ncbi.nlm.nih.gov/pubmed/32127625
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-61055-6
Tags: Tilføj Tag
Ingen Tags, Vær først til at tagge denne postø!

Lignende værker