Search Result "LASSO regression"


Review Article

Cancer Diagnosis and Disease Gene Identification via Statistical Machine Learning

Journal: Current Bioinformatics
Volume: 15 Issue: 9 Year: 2020 Page: 956-962
Author(s): Liuyuan Chen,Juntao Li,Mingming Chang

Research Article

Identification of Three Differentially Expressed miRNAs as Potential Biomarkers for Lung Adenocarcinoma Prognosis

Journal: Combinatorial Chemistry & High Throughput Screening
Volume: 23 Issue: 2 Year: 2020 Page: 148-156
Author(s): Wei Wang,Bin Liu,Xiaoran Duan,Xiaolei Feng,Tuanwei Wang,Pengpeng Wang,Mingcui Ding,Qiao Zhang,Feifei Feng,Yongjun Wu,Wu Yao,Qi Wang,Yongli Yang

Review Article

Big Data to Knowledge: Application of Machine Learning to Predictive Modeling of Therapeutic Response in Cancer.

Journal: Current Genomics
Volume: 21 Issue: 0 Year: 2020 Page: 1-25
Author(s): Antonina Mitrofanova,Cassandra J. Chu,Sarra Rahem,Sukanya Panja

Research Article

A Survey of Metrics Measuring Difference for Rooted Phylogenetic Trees

Journal: Current Bioinformatics
Volume: 15 Issue: 7 Year: 2020 Page: 697-702
Author(s): Juan Wang,Xinyue Qi,Bo Cui,Maozu Guo

Research Article

High-dimensional Causal Mediation Analysis with a Large Number of Mediators Clumping at Zero to Assess the Contribution of the Microbiome to the Risk of Bacterial Pathogen Colonization in Older Adults

Journal: Current Bioinformatics
Volume: 15 Issue: 7 Year: 2020 Page: 671-696
Author(s): Wei Liu,John P. Haran,Arlene S. Ash,Jeroan J. Allison,Shangyuan Ye,Jenifer Tjia,Vanni Bucci,Bo Zhang

Review Article

Modeling Microbial Community Networks: Methods and Tools.

Journal: Current Genomics
Volume: 21 Issue: 0 Year: 2020 Page: 1-29
Author(s): Barbara Di Camillo,Ilaria Patuzzi,Giacomo Baruzzo,Marco Cappellato

Review Article

Artificial Intelligence for epigenetics: towards personalized medicine

Journal: Current Medicinal Chemistry
Volume: 27 Issue: 0 Year: 2020 Page: 1-19
Author(s): Giulia De Riso,Sergio Cocozza

General Review Article

MRI Radiomics Classification and Prediction in Alzheimer’s Disease and Mild Cognitive Impairment: A Review

Journal: Current Alzheimer Research
Volume: 17 Issue: 3 Year: 2020 Page: 297-309
Author(s): Qi Feng,Zhongxiang Ding

Review Article

Computational Approaches for Transcriptome Assembly Based on Sequencing Technologies

Journal: Current Bioinformatics
Volume: 15 Issue: 1 Year: 2020 Page: 2-16
Author(s): Yuwen Luo,Xingyu Liao,Fang-Xiang Wu,Jianxin Wang

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