Probabilistic Prognostic Estimates of Survival in Metastatic Cancer Patients (PPES-Met) Utilizing Free-Text Clinical Narratives

We propose a deep learning model - Probabilistic Prognostic Estimates of Survival in Metastatic Cancer Patients (PPES-Met) for estimating short-term life expectancy (>3 months) of the patients by analyzing free-text clinical notes in the electronic medical record, while maintaining the temporal v...

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Detalles Bibliográficos
Autores principales: Banerjee, Imon, Gensheimer, Michael Francis, Wood, Douglas J., Henry, Solomon, Aggarwal, Sonya, Chang, Daniel T., Rubin, Daniel L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6030075/
https://www.ncbi.nlm.nih.gov/pubmed/29968730
http://dx.doi.org/10.1038/s41598-018-27946-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6030075/
https://www.ncbi.nlm.nih.gov/pubmed/29968730
http://dx.doi.org/10.1038/s41598-018-27946-5

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