Cargando…
Multiview Deep Forest for Overall Survival Prediction in Cancer
Overall survival (OS) in cancer is crucial for cancer treatment. Many machine learning methods have been applied to predict OS, but there are still the challenges of dealing with multiview data and overfitting. To overcome these problems, we propose a multiview deep forest (MVDF) in this paper. MVDF...
Autores principales: | Li, Qiucen, Du, Zedong, Chen, Zhikui, Huang, Xiaodi, Li, Qiu |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9876666/ https://www.ncbi.nlm.nih.gov/pubmed/36714327 http://dx.doi.org/10.1155/2023/7931321 |
Ejemplares similares
-
Online Coregularization for Multiview Semisupervised Learning
por: Sun, Boliang, et al.
Publicado: (2013) -
Molecular signature to predict quality of life and survival with glioblastoma using Multiview omics model
por: Nassani, Rayan, et al.
Publicado: (2023) -
Cooperative learning for multiview analysis
por: Ding, Daisy Yi, et al.
Publicado: (2022) -
Multiview Consensus Graph Learning for lncRNA–Disease Association Prediction
por: Tan, Haojiang, et al.
Publicado: (2020) -
Deep multiview learning to identify imaging-driven subtypes in mild cognitive impairment
por: Feng, Yixue, et al.
Publicado: (2022)