Assessment of a Deep Learning Model to Predict Hepatocellular Carcinoma in Patients With Hepatitis C Cirrhosis

IMPORTANCE: Deep learning, a family of machine learning models that use artificial neural networks, has achieved great success at predicting outcomes in nonmedical domains. OBJECTIVE: To examine whether deep learning recurrent neural network (RNN) models that use raw longitudinal data extracted dire...

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Detalles Bibliográficos
Autores principales: Ioannou, George N., Tang, Weijing, Beste, Lauren A., Tincopa, Monica A., Su, Grace L., Van, Tony, Tapper, Elliot B., Singal, Amit G., Zhu, Ji, Waljee, Akbar K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Association 2020
Materias:
Original Investigation
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7489819/
https://www.ncbi.nlm.nih.gov/pubmed/32870314
http://dx.doi.org/10.1001/jamanetworkopen.2020.15626

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