High-dimensional bolstered error estimation-Reference-Cited by-同舟云学术

High-dimensional bolstered error estimation

Published:2011-09-13 Issue:21 Volume:27 Page:3056-3064
ISSN:1367-4803
Container-title:Bioinformatics
language:en
Short-container-title:Bioinformatics

Author:

Sima C.,Braga-Neto U. M.,Dougherty E. R.

Publisher

Oxford University Press (OUP)

Subject

Computational Mathematics,Computational Theory and Mathematics,Computer Science Applications,Molecular Biology,Biochemistry,Statistics and Probability

Link

http://academic.oup.com/bioinformatics/article-pdf/27/21/3056/581231/btr518.pdf

Reference27 articles.

1. Over-optimism in bioinformatics research

2. Optimal classifier selection and negative bias in error rate estimation: an empirical study on high-dimensional prediction

3. Fads and fallacies in the name of small-sample microarray classification - A highlight of misunderstanding and erroneous usage in the applications of genomic signal processing

4. Bolstered error estimation

5. Is cross-validation valid for small-sample microarray classification?

Cited by 7 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Automatic generation of pathological benchmark dataset from hyperspectral images of double stained tissues;Optics & Laser Technology;2023-08

2. Design of the Building Research in CRC prevention (BRIDGE-CRC) trial: a 6-month, parallel group Mediterranean diet and weight loss randomized controlled lifestyle intervention targeting the bile acid-gut microbiome axis to reduce colorectal cancer risk among African American/Black adults with obesity;Trials;2023-02-15

3. Ten quick tips for biomarker discovery and validation analyses using machine learning;PLOS Computational Biology;2022-08-11

4. Biomarker discovery studies for patient stratification using machine learning analysis of omics data: a scoping review;BMJ Open;2021-12

5. Structural MRI-based detection of Alzheimer's disease using feature ranking and classification error;Computer Methods and Programs in Biomedicine;2016-12