(Q41995895)

15 October 2017

Improved prediction accuracy for disease risk mapping using Gaussian process stacked generalization (English)

1 reference

15 October 2017

1 reference

David L Smith

5

0 references

Samir Bhatt

object named as

Samir Bhatt

series ordinal

1

0 references

Peter W. Gething

object named as

Peter W Gething

series ordinal

6

0 references

Daniel J Weiss

series ordinal

4

object named as

Daniel J Weiss

1 reference

15 October 2017

2

Ewan Cameron

1 reference

15 October 2017

3

Seth R Flaxman

1 reference

15 October 2017

1 September 2017

1 reference

Journal of the Royal Society Interface

15 October 2017

1 reference

15 October 2017

14

1 reference

15 October 2017

134

1 reference

PubMed ID

28931634

describes a project that uses

15 October 2017

Bayes' theorem

1 reference

18 June 2022

https://europepmc.org/article/PMC/5636278

based on heuristic

inferred from PubMed Central ID database lookup

cites work

The effect of malaria control on Plasmodium falciparum in Africa between 2000 and 2015

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5636278

Probabilistic numerics and uncertainty in computations.

28 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5636278

Prioritising Infectious Disease Mapping

28 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5636278

Re-examining environmental correlates of Plasmodium falciparum malaria endemicity: a data-intensive variable selection approach

28 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5636278

Malaria risk in Nigeria: Bayesian geostatistical modelling of 2010 malaria indicator survey data

28 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5636278

An effective approach for gap-filling continental scale remotely sensed time-series

28 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5636278

Air temperature suitability for Plasmodium falciparum malaria transmission in Africa 2000-2012: a high-resolution spatiotemporal prediction

28 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5636278

Estimates of the changing age-burden of Plasmodium falciparum malaria disease in sub-Saharan Africa

28 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5636278

The global distribution and burden of dengue

28 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5636278

Global mapping of infectious disease

28 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5636278

Spatially explicit burden estimates of malaria in Tanzania: bayesian geostatistical modeling of the malaria indicator survey data

28 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5636278

A new world malaria map: Plasmodium falciparum endemicity in 2010

28 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5636278

Approximate inference for disease mapping with sparse Gaussian processes.

28 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5636278

A world malaria map: Plasmodium falciparum endemicity in 2007

28 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5636278

The variational gaussian approximation revisited.

28 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5636278

A working guide to boosted regression trees

28 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5636278

HealthMap: global infectious disease monitoring through automated classification and visualization of Internet media reports

28 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5636278

28 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5636278

Statics and dynamics of malaria infection in Anopheles mosquitoes

28 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5636278

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

28 August 2018

1 reference

https://api.crossref.org/works/10.1098%2FRSIF.2017.0520

Multivariate Adaptive Regression Splines

21 January 2018

1 reference

https://api.crossref.org/works/10.1098%2FRSIF.2017.0520

Neural Networks and the Bias/Variance Dilemma

21 January 2018

1 reference

https://api.crossref.org/works/10.1098%2FRSIF.2017.0520

21 January 2018

Stacked generalization

1 reference

https://api.crossref.org/works/10.1098%2FRSIF.2017.0520

Gaussian Processes in Machine Learning

21 January 2018

1 reference

https://api.crossref.org/works/10.1098%2FRSIF.2017.0520

An explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approach

21 January 2018

1 reference

https://api.crossref.org/works/10.1098%2FRSIF.2017.0520

Does non-stationary spatial data always require non-stationary random fields?

21 January 2018

1 reference

https://api.crossref.org/works/10.1098%2FRSIF.2017.0520

Greedy function approximation: A gradient boosting machine

21 January 2018

1 reference

https://api.crossref.org/works/10.1098%2FRSIF.2017.0520

21 January 2018

Identifiers

DOI

10.1098/RSIF.2017.0520

1 reference

15 October 2017

0 references

1 reference

PubMed ID

28931634