(Q37182897)

18 August 2017

5 references

20 June 2019

22 June 2019

19 September 2019

5 August 2020

8 September 2020

Machine learning, statistical learning and the future of biological research in psychiatry (English)

1 reference

biomedical investigative technique

18 August 2017

1 reference

5 August 2020

0 references

0 references

1 reference

19 September 2019

1 reference

8 September 2020

1

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27406289%20AND%20SRC:MED&resulttype=core&format=json

10 June 2020

Daniel Stahl

series ordinal

2

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27406289%20AND%20SRC:MED&resulttype=core&format=json

10 June 2020

author name string

P McGuffin

series ordinal

3

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27406289%20AND%20SRC:MED&resulttype=core&format=json

10 June 2020

language of work or name

English

0 references

publication date

13 July 2016

1 reference

18 August 2017

1 September 2016

5 references

20 June 2019

22 June 2019

19 September 2019

5 August 2020

8 September 2020

Psychological Medicine

6 references

20 June 2019

22 June 2019

19 September 2019

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27406289%20AND%20SRC:MED&resulttype=core&format=json

10 June 2020

5 August 2020

8 September 2020

46

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27406289%20AND%20SRC:MED&resulttype=core&format=json

10 June 2020

issue

12

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27406289%20AND%20SRC:MED&resulttype=core&format=json

10 June 2020

page(s)

2455-2465

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27406289%20AND%20SRC:MED&resulttype=core&format=json

Creative Commons Attribution 4.0 International

10 June 2020

copyright license

5 references

20 June 2019

22 June 2019

19 September 2019

5 August 2020

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

8 September 2020

0 references

1 reference

Machine learning applications in genetics and genomics

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Biological insights from 108 schizophrenia-associated genetic loci

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Neuropsychosocial profiles of current and future adolescent alcohol misusers

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Cross-validation pitfalls when selecting and assessing regression and classification models

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Dissecting psychiatric spectrum disorders by generative embedding

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Bringing genome-wide association findings into clinical use.

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

A clinical risk stratification tool for predicting treatment resistance in major depressive disorder

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Common genetic variation and antidepressant efficacy in major depressive disorder: a meta-analysis of three genome-wide pharmacogenetic studies

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Genome-wide association and large-scale follow up identifies 16 new loci influencing lung function.

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Personalized Medicine for Depression: Can We Match Patients With Treatments?

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

A Framework for Feature Selection in Clustering

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Regularization Paths for Generalized Linear Models via Coordinate Descent

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Missing data imputation using statistical and machine learning methods in a real breast cancer problem

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Clinical assessment incorporating a personal genome

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Assessing the performance of prediction models: a framework for traditional and novel measures

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Detecting gene-gene interactions that underlie human diseases

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Modelling genotype-phenotype relationships and human disease with genetic interaction networks

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Support vector machine learning from heterogeneous data: an empirical analysis using protein sequence and structure

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Combining clinical variables to optimize prediction of antidepressant treatment outcomes

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Genome-wide pharmacogenetics of antidepressant response in the GENDEP project

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Scientific method: statistical errors

26 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Cognitive profiles of three clusters of patients with a first-episode psychosis.

3 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Why has it taken so long for biological psychiatry to develop clinical tests and what to do about it?

3 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Differential efficacy of escitalopram and nortriptyline on dimensional measures of depression

3 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4988262

Prediction of novel drug indications using network driven biological data prioritization and integration

3 September 2018

1 reference

https://api.crossref.org/works/10.1017%2FS0033291716001367

Multivariate Adaptive Regression Splines

21 January 2018

1 reference

https://api.crossref.org/works/10.1017%2FS0033291716001367

Identifying Important Risk Factors for Survival in Kidney Graft Failure Patients Using Random Survival Forests

21 January 2018

1 reference

https://api.crossref.org/works/10.1017%2FS0033291716001367

Regularization and variable selection via the elastic net

21 January 2018

1 reference

https://api.crossref.org/works/10.1017%2FS0033291716001367

7 January 2021

Unsupervised Learning

1 reference

https://api.crossref.org/works/10.1017%2FS0033291716001367

7 January 2021

The Elements of Statistical Learning

1 reference

https://api.crossref.org/works/10.1017%2FS0033291716001367

7 January 2021

Genetic Interactions in Cancer Progression and Treatment

1 reference

https://api.crossref.org/works/10.1017%2FS0033291716001367

7 January 2021

Statistical Modeling: The Two Cultures (with comments and a rejoinder by the author)

1 reference

https://api.crossref.org/works/10.1017%2FS0033291716001367

7 January 2021

10.1017/S0033291716001367

Identifiers

DOI

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27406289%20AND%20SRC:MED&resulttype=core&format=json

10 June 2020

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27406289%20AND%20SRC:MED&resulttype=core&format=json

10 June 2020

PubMed publication ID

27406289

1 reference