Publications by authors named "Aki Vehtari"

36Publications

lgpr: An interpretable nonparametric method for inferring covariate effects from longitudinal Data.

Bioinformatics 2021 Jan 20. Epub 2021 Jan 20.

Department of Computer Science, Aalto University, Espoo, 00076, Finland.

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January 2021

Minimum Mode Saddle Point Searches Using Gaussian Process Regression with Inverse-Distance Covariance Function.

J Chem Theory Comput 2020 Jan 19;16(1):499-509. Epub 2019 Dec 19.

Science Institute and Faculty of Physical Sciences , University of Iceland , Reykjavík 107 , Iceland.

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January 2020

Nudged Elastic Band Calculations Accelerated with Gaussian Process Regression Based on Inverse Interatomic Distances.

J Chem Theory Comput 2019 Dec 12;15(12):6738-6751. Epub 2019 Nov 12.

Science Institute and Faculty of Physical Sciences , University of Iceland , 107 Reykjavík , Iceland.

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December 2019

Deep Learning Spectroscopy: Neural Networks for Molecular Excitation Spectra.

Adv Sci (Weinh) 2019 May 29;6(9):1801367. Epub 2019 Jan 29.

Department of Applied Physics Aalto University P.O. Box 11100 Aalto FI-00076 Finland.

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May 2019

An additive Gaussian process regression model for interpretable non-parametric analysis of longitudinal data.

Nat Commun 2019 04 17;10(1):1798. Epub 2019 Apr 17.

Department of Computer Science, Aalto University School of Science, FI-00076, Aalto, Finland.

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April 2019

Nudged elastic band calculations accelerated with Gaussian process regression.

J Chem Phys 2017 Oct;147(15):152720

Science Institute and Faculty of Physical Sciences, University of Iceland, Reykjavík, Iceland.

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October 2017

SLUG transcription factor: a pro-survival and prognostic factor in gastrointestinal stromal tumour.

Br J Cancer 2017 Apr 23;116(9):1195-1202. Epub 2017 Mar 23.

Laboratory of Molecular Oncology, Translational Cancer Biology Research Program, Department of Oncology, University of Helsinki, P.O Box 63, FI-00014 University of Helsinki, Helsinki, Finland.

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April 2017

Distributed neural signatures of natural audiovisual speech and music in the human auditory cortex.

Neuroimage 2017 08 6;157:108-117. Epub 2016 Dec 6.

Department of Neuroscience and Biomedical Engineering (NBE), School of Science, Aalto University, Finland. Electronic address:

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August 2017

The current duration design for estimating the time to pregnancy distribution: a nonparametric Bayesian perspective.

Lifetime Data Anal 2015 Oct 12;21(4):594-625. Epub 2015 Jun 12.

Department of Public Health, University of Copenhagen, Copenhagen, Denmark.

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October 2015

Gastrointestinal stromal tumor: a method for optimizing the timing of CT scans in the follow-up of cancer patients.

Radiology 2014 Apr 18;271(1):96-103. Epub 2013 Nov 18.

From the Department of Oncology, Helsinki University Central Hospital, Haartmaninkatu 4, PO Box 180, FIN-00029 Helsinki, Finland (H.J.); Sarkomzentrum Berlin-Brandenburg, HELIOS Klinikum Berlin-Buch, Berlin, Germany (P.R.); Department of Oncology, Skåne University Hospital, Lund University, Lund, Sweden (M.E.); Department of Oncology, the Norwegian Radium Hospital, Oslo University Hospital, Oslo, Norway (K.S.H.); and Department of Biomedical Engineering and Computational Science, Aalto University, Espoo, Finland (A.V.).

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April 2014

The influence of selective participation in a physical activity intervention on the generalizability of findings.

J Occup Environ Med 2014 Mar;56(3):291-7

From the Departments of Biomedical Engineering and Computational Science (Dr Vehtari) and Industrial Engineering and Management (Ms Reijonsaari and Mr Kahilakoski), Aalto University, Espoo, Finland; Institute of Clinical Medicine, Department of Physical and Rehabilitation Medicine, University of Oulu (Dr Paananen), Oulu, Finland; Department of Public and Occupational Health and EMGO+ Institute (Dr van Mechelen), VU University Medical Center, Amsterdam, the Netherlands; and Evalua International (Dr Taimela), Espoo, Finland.

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March 2014

Face-to-face information combined with a booklet versus a booklet alone for treatment of mild low-back pain: a randomized controlled trial.

Scand J Work Environ Health 2014 Mar 1;40(2):156-66. Epub 2013 Nov 1.

Finnish Institute of Occupational Health (FIOH) Lappeenranta, Kasarmikatu 9, 53900 Lappeenranta, Finland.

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March 2014

Finite adaptation and multistep moves in the metropolis-hastings algorithm for variable selection in genome-wide association analysis.

PLoS One 2012 15;7(11):e49445. Epub 2012 Nov 15.

Department of Biomedical Engineering and Computational Science, Aalto University, Espoo, Finland.

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May 2013

The effectiveness of physical activity monitoring and distance counseling in an occupational setting - results from a randomized controlled trial (CoAct).

BMC Public Health 2012 May 11;12:344. Epub 2012 May 11.

Department of Industrial Engineering and Management and HEMA Institute, Aalto University, Espoo, Finland.

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May 2012