Deep learning facilitates multi-data type analysis and predictive biomarker discovery in cancer precision medicine

Author:

Mathema Vivek Bhakta,Sen Partho,Lamichhane Santosh,Orešič Matej,Khoomrung SakdaORCID

Publisher

Elsevier BV

Subject

Computer Science Applications,Genetics,Biochemistry,Structural Biology,Biophysics,Biotechnology

Reference103 articles.

1. What are biomarkers?;Strimbu;Curr Opin HIV AIDS,2010

2. Disease detection with molecular biomarkers: from chemistry of body fluids to nature-inspired chemical sensors;Broza,2019

3. Challenges in cancer research and multifaceted approaches for cancer biomarker quest;Martinkova,2009

4. Design ensemble machine learning model for breast cancer diagnosis;Hsieh,2012

5. DeepProg: an ensemble of deep-learning and machine-learning models for prognosis prediction using multi-omics data;Poirion;Genome Med,2021

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