Cargando…
Deep Learning for Human Disease Detection, Subtype Classification, and Treatment Response Prediction Using Epigenomic Data
Deep learning (DL) is a distinct class of machine learning that has achieved first-class performance in many fields of study. For epigenomics, the application of DL to assist physicians and scientists in human disease-relevant prediction tasks has been relatively unexplored until very recently. In t...
Autores principales: | Nguyen, Thi Mai, Kim, Nackhyoung, Kim, Da Hae, Le, Hoang Long, Piran, Md Jalil, Um, Soo-Jong, Kim, Jin Hee |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8615388/ https://www.ncbi.nlm.nih.gov/pubmed/34829962 http://dx.doi.org/10.3390/biomedicines9111733 |
Ejemplares similares
-
Crop-saving with AI: latest trends in deep learning techniques for plant pathology
por: Salman, Zafar, et al.
Publicado: (2023) -
Ischemic Stroke Subtype Classification: An Asian Viewpoint
por: Kim, Bum Joon, et al.
Publicado: (2014) -
Infectious Respiratory Diseases Decreased during the COVID-19 Pandemic in South Korea
por: Kim, Da Hae, et al.
Publicado: (2021) -
Liquid biopsy epigenomic profiling for cancer subtyping
por: Baca, Sylvan C., et al.
Publicado: (2023) -
Asxl1 exerts an antiproliferative effect on mouse lung maturation via epigenetic repression of the E2f1-Nmyc axis
por: Moon, Seungtae, et al.
Publicado: (2018)