Semi-supervised learning improves gene expression-based prediction of cancer recurrence (Q35411665)

8 August 2017

Semi-supervised learning improves gene expression-based prediction of cancer recurrence (English)

1 reference

8 August 2017

semi-supervised learning

1 reference

Mingguang Shi

1

1 reference

PubMed ID

21893520

8 August 2017

Bing Zhang

series ordinal

2

1 reference

PubMed ID

21893520

8 August 2017

language of work or name

English

0 references

publication date

4 September 2011

1 reference

8 August 2017

1 reference

8 August 2017

27

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8 August 2017

21

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8 August 2017

3017-3023

1 reference

Association of a leukemic stem cell gene expression signature with clinical outcomes in acute myeloid leukemia.

8 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Semi-supervised recursively partitioned mixture models for identifying cancer subtypes

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

A six-gene signature predicts survival of patients with localized pancreatic ductal adenocarcinoma

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Validated prediction of clinical outcome in sarcomas and multiple types of cancer on the basis of a gene expression signature related to genome complexity

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

A gene signature predictive for outcome in advanced ovarian cancer identifies a survival factor: microfibril-associated glycoprotein 2.

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Gene expression profiles as predictors of poor outcomes in stage II colorectal cancer: A systematic review and meta-analysis

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Gene-expression signatures in breast cancer

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Clinically driven semi-supervised class discovery in gene expression data

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

A semi-supervised method for predicting transcription factor-gene interactions in Escherichia coli

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Adjuvant chemotherapy versus observation in patients with colorectal cancer: a randomised study.

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Stratification bias in low signal microarray studies

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Critical review of published microarray studies for cancer outcome and guidelines on statistical analysis and reporting

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Adjusting batch effects in microarray expression data using empirical Bayes methods

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Thousands of samples are needed to generate a robust gene list for predicting outcome in cancer

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Gene expression profiling in breast cancer: understanding the molecular basis of histologic grade to improve prognosis

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Oncogenic pathway signatures in human cancers as a guide to targeted therapies

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Gene-expression profiles to predict distant metastasis of lymph-node-negative primary breast cancer

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Semi-supervised methods to predict patient survival from gene expression data

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

A gene-expression signature as a predictor of survival in breast cancer

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Gene Expression Signature to Improve Prognosis Prediction of Stage II and III Colorectal Cancer

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Semi-supervised classification via local spline regression

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Discriminative semi-supervised feature selection via manifold regularization.

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Semi-supervised learning via regularized boosting working on multiple semi-supervised assumptions

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

SemiBoost: boosting for semi-supervised learning.

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Non-overlapping and non-cell-type-specific gene expression signatures predict lung cancer survival

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Semi-supervised learning for peptide identification from shotgun proteomics datasets.

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Semi-supervised protein classification using cluster kernels.

26 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3198572

Gene-Expression–Based Predictors for Breast Cancer

26 September 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/21893520

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1093/BIOINFORMATICS/BTR502

1 reference

journals/bioinformatics/ShiZ11

8 August 2017

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

8 August 2017

1 reference

PubMed ID

21893520