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State estimation - quantum trajectories, object tracking, disease progression.

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Employment (1)

University College London: London, GB

2012-09-20 to present | Research Associate (Computer Science)
Employment
Source: Self-asserted source
Neil P. Oxtoby

Education and qualifications (1)

Griffith University: Nathan, QLD, AU

2003-03-01 to 2006-11-16 | Ph.D.
Education
Source: Self-asserted source
Neil P. Oxtoby

Funding (3)

I-AIM: Individualised Artificial Intelligence for Medicine

2020-01 to 2023-12 | Grant
UKRI (London, GB)
GRANT_NUMBER:

MRC MR/S03546X/1
Source: Self-asserted source
Neil P. Oxtoby

Data-driven models for Progression Of Neurological Disease

2016-01-01 to 2019-12-31 | Grant
European Commission (Brussels, BE)
URL: https://grants.uberresearch.com/501100000780/199720/Data-driven-models-for-Progression-Of-Neurological-Disease
GRANT_NUMBER: grant.666992
Source: Self-asserted source
Neil P. Oxtoby via DimensionsWizard

Network Models of Neurodegeneration (NetMon)

2016-01-01 to 2019-01-01 | Grant
Alzheimer's Association (Chicago, US)
URL: https://grants.uberresearch.com/100000957/alz3f87a497/Network-Models-of-Neurodegeneration-NetMon
GRANT_NUMBER: grant.alz3f87a497
Source: Self-asserted source
Neil P. Oxtoby via DimensionsWizard

Works (29)

Data-driven models of dominantly-inherited Alzheimer’s disease progression

Brain
2018-05-01 | Journal article
DOI: 10.1093/brain/awy050
Contributors: Neil P Oxtoby; Alexandra L Young; David M Cash; Tammie L S Benzinger; Anne M Fagan; John C Morris; Randall J Bateman; Nick C Fox; Jonathan M Schott; Daniel C Alexander
Source: check_circle
Crossref

Non-Parametric Mixture Modelling and its Application to Disease Progression Modelling

2018-04-10 | Other
DOI: 10.1101/297978
Contributors: Nicholas C. Firth; Neil P. Oxtoby; Silvia Primativo; Emilie Brotherhood; Alexandra L. Young; Keir X.X. Yong; Sebastian J. Crutch; Daniel C. Alexander
Source: check_circle
Crossref

An image‐based model of brain volume biomarker changes in Huntington's disease

Annals of Clinical and Translational Neurology
2018-04-02 | Journal article
DOI: 10.1002/acn3.558
Source: Self-asserted source
Neil P. Oxtoby

A vertex clustering model for disease progression: Application to cortical thickness images

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | Book
DOI: 10.1007/978-3-319-59050-9_11
EID:

2-s2.0-85020509756
Contributors: Marinescu, R.V.; Eshaghi, A.; Lorenzi, M.; Young, A.L.; Oxtoby, N.P.; Garbarino, S.; Shakespeare, T.J.; Crutch, S.J.; Alexander, D.C.
Source: Self-asserted source
Neil P. Oxtoby via Scopus - Elsevier

Data-driven sequence of changes to anatomical brain connectivity in sporadic Alzheimer's disease

Frontiers in Neurology
2017 | Journal article
DOI: 10.3389/fneur.2017.00580
EID:

2-s2.0-85033575480
Contributors: Oxtoby, N.P.; Garbarino, S.; Firth, N.C.; Warren, J.D.; Schott, J.M.; Alexander, D.C.
Source: Self-asserted source
Neil P. Oxtoby via Scopus - Elsevier

Imaging plus X: Multimodal models of neurodegenerative disease

Current Opinion in Neurology
2017 | Journal article
DOI: 10.1097/WCO.0000000000000460
EID:

2-s2.0-85020648090
Contributors: Oxtoby, N.P.; Alexander, D.C.
Source: Self-asserted source
Neil P. Oxtoby via Scopus - Elsevier

A simulation system for biomarker evolution in neurodegenerative disease

Medical image analysis
2015 | Journal article
Source: Self-asserted source
Neil P. Oxtoby

Multiple orderings of events in disease progression

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015 | Book
DOI: 10.1007/978-3-319-19992-4_56
EID:

2-s2.0-84983651706
Contributors: Young, A.L.; Oxtoby, N.P.; Huang, J.; Marinescu, R.V.; Daga, P.; Cash, D.M.; Fox, N.C.; Ourselin, S.; Schott, J.M.; Alexander, D.C.
Source: Self-asserted source
Neil P. Oxtoby via Scopus - Elsevier

Multiple Orderings of Events in Disease Progression

Information processing in medical imaging : proceedings of the ... conference
2015 | Journal article
EID:

2-s2.0-84942594232
Contributors: Young, A.L.; Oxtoby, N.P.; Huang, J.; Marinescu, R.V.; Daga, P.; Cash, D.M.; Fox, N.C.; Ourselin, S.; Schott, J.M.; Alexander, D.C.
Source: Self-asserted source
Neil P. Oxtoby via Scopus - Elsevier

A simulation system for biomarker evolution in neurodegenerative disease

Medical Image Analysis
2015-12 | Journal article
DOI: 10.1016/j.media.2015.07.004
Contributors: Alexandra L. Young; Neil P. Oxtoby; Sebastien Ourselin; Jonathan M. Schott; Daniel C. Alexander
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A data-driven model of biomarker changes in sporadic Alzheimer's disease

Brain
2014 | Journal article
DOI: 10.1093/brain/awu176
EID:

2-s2.0-84906691088
Contributors: Young, A.L.; Oxtoby, N.P.; Daga, P.; Cash, D.M.; Fox, N.C.; Ourselin, S.; Schott, J.M.; Alexander, D.C.
Source: Self-asserted source
Neil P. Oxtoby via Scopus - Elsevier

Learning imaging biomarker trajectories from noisy Alzheimer’s disease data using a Bayesian multilevel model

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | Book
EID:

2-s2.0-84921342665
Contributors: Oxtoby, N.P.; Young, A.L.; Fox, N.C.; Daga, P.; Cash, D.M.; Ourselin, S.; Schott, J.M.; Alexander, D.C.
Source: Self-asserted source
Neil P. Oxtoby via Scopus - Elsevier

Beyond Crossing Fibers: Tractography Exploiting Sub-voxel Fibre Dispersion and Neighbourhood Structure

2013 | Other
DOI:

10.1007/978-3-642-38868-2_34

ISSN:

0302-9743

ISBN:

978-3-642-38867-5
Source: Self-asserted source
Neil P. Oxtoby via Crossref Metadata Search

Ideal Gas Behavior of a Strongly Coupled Complex (Dusty) Plasma

2013-07-01 | Journal article
DOI:

10.1103/PhysRevLett.111.015002
Source: Self-asserted source
Neil P. Oxtoby
grade
Preferred source (of 2)‎

Tracking shocked dust: state estimation of a complex plasma during a shock wave

2012-01-27 | Journal article
DOI:

10.1063/1.3678201
Source: Self-asserted source
Neil P. Oxtoby

Interacting multiple model estimators for tracking thousands of interacting, small targets in a complex plasma

2011 | Conference paper
DOI: 10.1117/12.883028
Source: Self-asserted source
Neil P. Oxtoby
grade
Preferred source (of 2)‎

Myriad target tracking in a dusty plasma

Fusion 2011 - 14th International Conference on Information Fusion
2011 | Conference paper
EID:

2-s2.0-80052526099
Contributors: Oxtoby, N.P.; Ralph, J.F.; Durniak, C.; Samsonov, D.
Source: Self-asserted source
Neil P. Oxtoby via Scopus - Elsevier

Quantum Filtering One Bit at a Time

2011 | Journal article
DOI:

10.1103/physrevlett.107.260503

Part of ISSN:

0031-9007
Source: Self-asserted source
Neil P. Oxtoby via Crossref Metadata Search
grade
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Tracking system to maximize the engagement envelope of a data linked weapon

2011 | Conference paper
DOI: 10.1117/12.883021
Source: Self-asserted source
Neil P. Oxtoby
grade
Preferred source (of 2)‎

Tracking interacting dust: comparison of tracking and state estimation techniques for dusty plasmas

2010 | Conference paper
DOI: 10.1117/12.852421
Source: Self-asserted source
Neil P. Oxtoby
grade
Preferred source (of 2)‎

Probing a composite spin-boson environment

2009 | Journal article
DOI:

10.1088/1367-2630/11/6/063028

Part of ISSN:

1367-2630
Source: Self-asserted source
Neil P. Oxtoby via Crossref Metadata Search

Stochastic resonance phenomena in spin chains

European Physical Journal B
2009 | Journal article
DOI: 10.1140/epjb/e2009-00108-5
EID:

2-s2.0-67649512922
Contributors: Rivas, A.; Oxtoby, N.P.; Huelga, S.F.
Source: Self-asserted source
Neil P. Oxtoby via Scopus - Elsevier

Model for monitoring of a charge qubit using a radio-frequency quantum point contact including experimental imperfections

2008 | Journal article
DOI:

10.1103/physrevb.77.125304

Part of ISSN:

1098-0121
Source: Self-asserted source
Neil P. Oxtoby via Crossref Metadata Search

Sensitivity and back action in charge qubit measurements by a strongly coupled single-electron transistor

2006 | Journal article
DOI:

10.1103/physrevb.74.045328

Part of ISSN:

1098-0121
Source: Self-asserted source
Neil P. Oxtoby via Crossref Metadata Search

Quantum trajectories for the realistic measurement of a solid-state charge qubit

2005 | Journal article
DOI:

10.1103/physrevb.71.165317

Part of ISSN:

1098-0121
Source: Self-asserted source
Neil P. Oxtoby via Crossref Metadata Search

Noise in detection of qubit states using a quantum point contact

2003 | Conference paper
DOI: 10.1117/12.500397
Source: Self-asserted source
Neil P. Oxtoby
grade
Preferred source (of 3)‎

Non-ideal monitoring of a qubit state using a quantum tunnelling device

2003 | Journal article
DOI:

10.1088/0953-8984/15/46/020

Part of ISSN:

0953-8984
Source: Self-asserted source
Neil P. Oxtoby via Crossref Metadata Search

Molecular-Dynamics Simulations of Dynamic Phenomena in Complex Plasmas

Journal article
DOI:

10.1109/tps.2010.2051563

Part of ISSN:

0093-3813
Source: Self-asserted source
Neil P. Oxtoby via Crossref Metadata Search
grade
Preferred source (of 2)‎

Visualizing a Dusty Plasma Shock Wave via Interacting Multiple-Model Mode Probabilities

Journal article
DOI:

10.1109/tps.2011.2155101

Part of ISSN:

0093-3813
Source: Self-asserted source
Neil P. Oxtoby via Crossref Metadata Search
grade
Preferred source (of 2)‎
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