Research output per year
Research output per year
- 1 - 50 out of 901 results
Search results
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2024
A Bayesian analysis of heart rate variability changes over acute episodes of bipolar disorder
Corponi, F., Li, B. M., Anmella, G., Valenzuela-Pascual, C., Pacchiarotti, I., Valentí, M., Grande, I., Benabarre, A., Garriga, M., Vieta, E., Lawrie, S. M., Whalley, H. C., Hidalgo-Mazzei, D. & Vergari, A., 3 Oct 2024, In: npj Mental Health Research. p. 1-11 11 p., 44.Research output: Contribution to journal › Article › peer-review
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SECRET: Statistical Emulation for Computational Reverse Engineering and Translation with applications in healthcare
Paun, L. M., Colebank, M. J., Taylor-LaPole, A., Olufsen, M. S., Ryan, W., Murray, I., Salter, J. M., Applebaum, V., Dunne, M., Hollins, J., Kimpton, L., Volodina, V., Xiong, X. & Husmeier, D., Oct 2024, In: Computer Methods in Applied Mechanics and Engineering. 430, p. 1-22 22 p., 117193.Research output: Contribution to journal › Article › peer-review
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Motion artifact variability in biomagnetic wearable devices
Arekhloo, N. G., Wang, H., Parvizi, H., Tanwear, A., Zuo, S., McKinlay, M., Núñez, C. G., Nazarpour, K. & Heidari, H., 20 Sept 2024, (Accepted/In press) In: Frontiers in Medical Technology. 6Research output: Contribution to journal › Article › peer-review
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Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images
Fontanella, A., Mair, G., Wardlaw, J., Trucco, E. & Storkey, A., 13 Sept 2024, (E-pub ahead of print) In: IEEE Transactions on Medical Imaging. PPResearch output: Contribution to journal › Article › peer-review
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Quality of male and female medical content on English-language Wikipedia: Quantitative content analysis
Faric, N., Potts, H. WW. & Heilman, J. M., 12 Sept 2024, In: Journal of medical Internet research. 26, e47562.Research output: Contribution to journal › Article › peer-review
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An extendable Python implementation of robust optimisation Monte Carlo
Gkolemis, V., Gutmann, M. & Pesonen, H., 29 Aug 2024, In: Journal of Statistical Software. 110, 2, p. 1-26 26 p.Research output: Contribution to journal › Article › peer-review
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Frailty or frailties: Exploring frailty index subdimensions in the English Longitudinal Study of Ageing
Johnson, L., Guthrie, B., Kelly, P. A. T., Anand, A., Marshall, A. & Seth, S., 25 Aug 2024, In: Journal of Epidemiology and Community Health. 78, 10, p. 609-615 7 p., e221829.Research output: Contribution to journal › Article › peer-review
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Identifying digital biomarkers of illness activity and treatment response in bipolar disorder with a novel wearable device (TIMEBASE): Protocol for a pragmatic observational clinical study
Anmella, G., Corponi, F., Li, B. M., Mas, A., Garriga, M., Sanabra, M., Pacchiarotti, I., Valentí, M., Grande, I., Benabarre, A., Giménez-Palomo, A., Agasi, I., Bastidas, A., Cavero, M., Bioque, M., García-Rizo, C., Madero, S., Arbelo, N., Murru, A., Amoretti, S., & 13 others, 1 Aug 2024, In: BJPsych Open. 10, 5, p. 1-9 9 p., e137.Research output: Contribution to journal › Article › peer-review
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A call for caution when using network methods to study multimorbidity: an illustration using data from the Canadian Longitudinal Study on Aging
Griffith, L. E., Brini, A., Muniz-Terrera, G., St. John, P. D., Stirland, L. E., Mayhew, A., Oyarzún, D. & van den Heuvel, E., Aug 2024, In: Journal of Clinical Epidemiology. 172, 11 p., 111435.Research output: Contribution to journal › Article › peer-review
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Digital sensing systems for electromyography
Aghchehli, E., Kyranou, I., Dyson, M. & Nazarpour, K., 30 Jul 2024, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 32, p. 2826-2834 9 p.Research output: Contribution to journal › Article › peer-review
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Wearable Data From Subjects Playing Super Mario, Taking University Exams, or Performing Physical Exercise Help Detect Acute Mood Disorder Episodes via Self-Supervised Learning: Prospective, Exploratory, Observational Study
Corponi, F., Li, B. M., Anmella, G., Valenzuela-Pascual, C., Mas, A., Pacchiarotti, I., Valentí, M., Grande, I., Benabarre, A., Garriga, M., Vieta, E., Young, A. H., Lawrie, S. M., Whalley, H. C., Hidalgo-Mazzei, D. & Vergari, A., 17 Jul 2024, In: JMIR mHealth and uHealth. 12, p. e55094Research output: Contribution to journal › Article › peer-review
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Integrated Analysis of Patient Networks and Plasmid Genomes to Investigate a Regional, Multispecies Outbreak of Carbapenemase-Producing Enterobacterales Carrying Both blaIMP and mcr-9 Genes
Wan, Y., Myall, A. C., Boonyasiri, A., Bolt, F., Ledda, A., Mookerjee, S., Weiße, A. Y., Getino, M., Turton, J. F., Abbas, H., Prakapaite, R., Sabnis, A., Abdolrasouli, A., Malpartida-Cardenas, K., Miglietta, L., Donaldson, H., Gilchrist, M., Hopkins, K. L., Ellington, M. J., Otter, J. A., & 8 others, 15 Jul 2024, In: The Journal of Infectious Diseases. 230, 1, p. e159-e170 12 p.Research output: Contribution to journal › Article › peer-review
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Improving variational autoencoder estimation from incomplete data with mixture variational families
Simkus, V. & Gutmann, M. U., 28 Jun 2024, In: Transactions on Machine Learning Research. p. 1-29 29 p.Research output: Contribution to journal › Article › peer-review
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Of mice and mates: Automated classification and modelling of mouse behaviour in groups using a single model across cages
Camilleri, M. P. J., Bains, R. S. & Williams, C. K. I., 17 Jun 2024, In: International Journal of Computer Vision. p. 1-23 23 p.Research output: Contribution to journal › Article › peer-review
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DistaNet: Grasp-specific distance biofeedback promotes the retention of myoelectric skills
Ma, C. & Nazarpour, K., 11 Jun 2024, In: Journal of Neural Engineering. 21, p. 1-11 11 p., 036037.Research output: Contribution to journal › Article › peer-review
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Prediction of retinopathy progression using deep learning on retinal images within the Scottish screening programme
Mellor, J., Jiang, W. J., Fleming, A., McGurnaghan, S., Blackbourn, L., Styles, C., Storkey, A. J., McKeigue, P. M. & Colhoun, H. M., 1 Jun 2024, In: British Journal of Ophthalmology. 108, 6, p. 833-839Research output: Contribution to journal › Article › peer-review
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Guiding a language-model based protein design method towards MHC Class-I immune-visibility targets in vaccines and therapeutics
Gasser, H-C., Oyarzún, D. A., Rajan, A. & Alfaro, J. A., Jun 2024, In: ImmunoInformatics. 14, p. 1-14 14 p., 100035.Research output: Contribution to journal › Article › peer-review
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Machine learning and information theory concepts towards an AI mathematician
Bengio, Y. & Malkin, N., 15 May 2024, In: Bulletin of the American Mathematical Society. 61, 3, p. 457-469 13 p.Research output: Contribution to journal › Article › peer-review
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Multi-omic analysis of Esophageal Adenocarcinoma uncovers candidate therapeutic targets and cancer-selective post-transcriptional regulation
O’Neill, J. R., Yébenes mayordomo, M., Mitulović, G., Al shboul, S., Bedran, G., Faktor, J., Hernychova, L., Uhrik, L., Gomez-Herranz, M., Kocikowski, M., Save, V., Vojtěšek, B., Arends, M., Hupp, T. & Alfaro, J., 9 Apr 2024, (E-pub ahead of print) In: Molecular & Cellular Proteomics (MCP). p. 100764Research output: Contribution to journal › Article › peer-review
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Using internal standards in time-resolved X-ray micro-computed tomography to quantify grain-scale developments in solid-state mineral reactions
Rizzo, R. E., Freitas, D., Gilgannon, J., Seth, S., Butler, I. B., Mcgill, G. E. & Fusseis, F., 9 Apr 2024, In: Solid Earth. 15, 4, p. 493-512Research output: Contribution to journal › Article › peer-review
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Automated mood disorder symptoms monitoring from multivariate time-series sensory data: getting the full picture beyond a single number
Corponi, F., Li, B. M., Anmella, G., Mas, A., Pacchiarotti, I., Valentí, M., Grande, I., Benabarre, A., Garriga, M., Vieta, E., Lawrie, S. M., Whalley, H. C., Hidalgo-Mazzei, D. & Vergari, A., 26 Mar 2024, (E-pub ahead of print) In: Translational Psychiatry. 14, 1, p. 161Research output: Contribution to journal › Article › peer-review
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Improving and generalizing flow-based generative models with minibatch optimal transport
Tong, A., Fatras, K., Malkin, N., Huguet, G., Zhang, Y., Rector-Brooks, J., Wolf, G. & Bengio, Y., 11 Mar 2024, In: Transactions on Machine Learning Research. p. 1-34 34 p.Research output: Contribution to journal › Article › peer-review
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A temporal Convolutional Network for EMG compressed sensing reconstruction
Zhang, L., Chen, J., Liu, W., Liu, X., Ma, C. & Xu, L., 15 Feb 2024, In: Measurement: Journal of the International Measurement Confederation. 225, 113944.Research output: Contribution to journal › Article › peer-review
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Frailty before and during austerity: A time series analysis of the English Longitudinal Study of Ageing 2002-2018
Pugh, C., Eke, C., Seth, S., Guthrie, B. & Marshall, A. D., 7 Feb 2024, In: PLoS ONE. 19, 2, 13 p., e0296014.Research output: Contribution to journal › Article › peer-review
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Capturing variation in daily energy demand profiles over time with cluster analysis in British homes (September 2019 – August 2022)
Pullinger, M., Zapata-Webborn, E., Kilgour, J., Elam, S., Few, J., Goddard, N., Hanmer, C., McKenna, E., Oreszczyn, T. & Webb, L., 5 Feb 2024, In: Applied Energy. 360, p. 1-18 18 p., 122683.Research output: Contribution to journal › Article › peer-review
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Performance of models for predicting one to three year mortality in older adults: a systematic review of externally validated models
Ho, L., Pugh, C., Seth, S., Arakelyan, S., Lone, N. I., J Lyall, M., Anand, A., Fleuriot, J. D., Galdi, P. & Guthrie, B., 5 Feb 2024, (E-pub ahead of print) In: The Lancet Healthy Longevity.Research output: Contribution to journal › Article › peer-review
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Fibre-optic based Exploration of Lung Cancer Autofluorescence using Spectral Fluorescence Lifetime
Adams, A. C., Kufcsak, A., Lochenie, C., Khadem, M., Akram, A. R., Dhaliwal, K. & Seth, S., 26 Jan 2024, In: Biomedical Optics Express. 15, 2, p. 1132-1147 21 p.Research output: Contribution to journal › Article › peer-review
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Income trajectories and precarity in later life
Marshall, A., Eke, C., Guthrie, B., Pugh, C. & Seth, S., 24 Jan 2024, In: Journal of Population Ageing.Research output: Contribution to journal › Article › peer-review
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Designing Optimal Behavioral Experiments Using Machine Learning
Valentin, S., Kleinegesse, S., Bramley, N. R., Seriès, P., Gutmann, M. U. & Lucas, C. G., 23 Jan 2024, In: eLIFE. 13, p. 1-40 40 p., e86224.Research output: Contribution to journal › Article › peer-review
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One-shot random forest model calibration for hand gesture decoding
Jiang, X., Ma, C. & Nazarpour, K., 16 Jan 2024, In: Journal of Neural Engineering. 21, p. 1-12 12 p., 016006.Research output: Contribution to journal › Article › peer-review
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2023
Elastic stresses can form metamorphic fabrics
Gilgannon, J., Freitas, D., Rizzo, R. E., Wheeler, J., Butler, I. B., Seth, S., Marone, F., Schlepütz, C. M., Mcgill, G., Watt, I., Plümper, O., Eberhard, L., Amiri, H., Chogani, A. & Fusseis, F., 19 Dec 2023, (E-pub ahead of print) In: Geology.Research output: Contribution to journal › Article › peer-review
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Improved prediction of hiking speeds using a data driven approach
Wood, A., Mackaness, W., Simpson, I. & Armstrong, J. D., 18 Dec 2023, In: PLoS ONE.Research output: Contribution to journal › Article › peer-review
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Reducing motor variability enhances myoelectric control robustness across untrained limb positions
Stuttaford, S. A., Dyson, M., Nazarpour, K. & Dupan, S. S. G., 15 Dec 2023, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 32, p. 23-32 10 p.Research output: Contribution to journal › Article › peer-review
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Computational pipeline for analysis of biomedical networks with BioNAR
McLean, C., Sorokin, A., Armstrong, J. D. & Sorokina, O., 4 Dec 2023, In: Current Protocols. 3, 12, p. 1-31 31 p., e940.Research output: Contribution to journal › Article › peer-review
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An open-source deep learning algorithm for efficient and fully-automatic analysis of the choroid in optical coherence tomography
Burke, J., Engelmann, J., Hamid, C., Reid-Schachter, M., Pearson, T., Pugh, D., Dhaun, N., Storkey, A. J., King, S. E., MacGillivray, T., Bernabeu, M. O. & Maccormick, I. J. C., 21 Nov 2023, In: Translational Vision Science & Technology. 12, 11, 27.Research output: Contribution to journal › Article › peer-review
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From Proteins to Ligands: Decoding Deep Learning Methods for Binding Affinity Prediction
Gorantla, R., Kubincová, A., Weiße, A. Y. & Mey, A. S. J. S., 20 Nov 2023, (E-pub ahead of print) In: Journal of Chemical Information and Modeling.Research output: Contribution to journal › Article › peer-review
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Explainable AI-powered graph neural networks for HD EMG-based gesture intention recognition
Massa, S. M., Riboni, D. & Nazarpour, K., 16 Nov 2023, In: IEEE Transactions on Consumer Electronics. p. 1-8 8 p.Research output: Contribution to journal › Article › peer-review
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Conditional Sampling of Variational Autoencoders via Iterated Approximate Ancestral Sampling
Simkus, V. & Gutmann, M. U., 8 Nov 2023, In: Transactions on Machine Learning Research. 2023, 11, p. 1-35 35 p.Research output: Contribution to journal › Article › peer-review
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BioNAR: an integrated biological network analysis package in bioconductor
McLean, C., Sorokin, A., Simpson, T. I., Armstrong, J. D., Sorokina, O. & Forslund, S. (ed.), 17 Oct 2023, In: Bioinformatics Advances. 3, 1, p. 1-10 10 p., vbad137.Research output: Contribution to journal › Article › peer-review
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Definition of early age at onset in bipolar disorder according to distinctive neurodevelopmental pathways: Insights from the FACE-BD study
Corponi, F., Lefrere, A., Leboyer, M., Bellivier, F., Godin, O., Loftus, J., Courtet, P., Dubertret, C., Haffen, E., Llorca, P. M., Roux, P., Polosan, M., Schwan, R., Samalin, L., Olié, E., Etain, B., Seriès, P. & Belzeaux, R., 1 Oct 2023, In: Psychological Medicine. 53, 14, p. 6724-6732 9 p.Research output: Contribution to journal › Article › peer-review
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Replication robust payoff allocation in submodular cooperative games
Han, D., Wooldridge, M., Rogers, A., Ohrimenko, O. & Tschiatschek, S., Oct 2023, In: IEEE Transactions on Artificial Intelligence. 4, 5, p. 1114-1128 15 p.Research output: Contribution to journal › Article › peer-review
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A phospho-dawn of protein modification anticipates light onset in the picoeukaryote Ostreococcus tauri
Noordally, Z. B., Hindle, M. M., Martin, S. F., Seaton, D. D., Simpson, T. I., Le Bihan, T. & Millar, A. J., 29 Sept 2023, In: Journal of Experimental Botany. 74, 18, p. 5514–5531 18 p.Research output: Contribution to journal › Article › peer-review
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Donor activity is associated with US legislators’ attention to political issues
Goel, P., Malkin, N., Gaynor, S. R. W., Jojic, N., Miler, K. & Resnik, P., 20 Sept 2023, In: PLOS ONE. 18, 9, p. 1-24 24 p., e0291169.Research output: Contribution to journal › Article › peer-review
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A TGFβ-ECM-Integrin signalling axis drives structural reconfiguration of the bile duct to promote polycystic liver disease
Waddell, S., Yao, Y., Olaizola, P., Walker, A., Jarman, E., Gournopanos, K., Gradinaru, A., Christodoulou, E., Gautier, P., Boerrigter, M. M., Cadamuro, M., Fabris, L., Drenth, J. P., Kendall, T. J., Banales, J. M., Khamseh, A., Mill, P. & Boulter, L., 13 Sept 2023, In: Science Translational Medicine.Research output: Contribution to journal › Article › peer-review
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Deep learning detection of diabetic retinopathy in Scotland's diabetic eye screening programme
Fleming, A., Mellor, J., McGurnaghan, S., Blackbourn, L., Goatman, K., Styles, C., Storkey, A. J., McKeigue, P. M. & Colhoun, H. M., 13 Sept 2023, (E-pub ahead of print) In: British Journal of Ophthalmology.Research output: Contribution to journal › Article › peer-review
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Impact of data source choice on multimorbidity measurement: a comparison study of 2.3 million individuals in the Welsh National Health Service
MacRae, C., Morales, D. R., Mercer, S. W., Lone, N. I., Lawson, A., Jefferson, E., McAllister, D., van den Akker, M., Marshall, A. D., Seth, S., Rawlings, A., Lyons, J., Lyons, R., Mizen, A., Abubakar, E., Dibben, C. & Guthrie, B., 15 Aug 2023, In: BMC Medicine. 21, 25 p., 309.Research output: Contribution to journal › Article › peer-review
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AI Assistants: A Framework for Semi-Automated Data Wrangling
Petricek, T., van Den Burg, G. J. J., Nazábal, A., Ceritli, T., Jiménez-Ruiz, E. & Williams, C. K. I., 8 Aug 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 9, p. 9295-9306 17 p.Research output: Contribution to journal › Article › peer-review
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The sloppy relationship between neural circuit structure and function
Hennig, M. H., 1 Aug 2023, In: The Journal of Physiology. 601, 15, p. 3025-3035 11 p.Research output: Contribution to journal › Article › peer-review
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Bayesian Optimization for Design of Multiscale Biological Circuits
Merzbacher, C., Mac Aodha, O. & Oyarzún, D. A., 21 Jul 2023, In: ACS Synthetic Biology. 12, 7, p. 2073-2082 10 p.Research output: Contribution to journal › Article › peer-review
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Computational Fluorescence Suppression in Shifted Excitation Raman Spectroscopy
Jenkins, N. C., Ehrlich, K., Kufcsak, A., Yerolatsitis, S., Fernandes, S., Young, I., Hamilton, K., Wood, H. A. C., Quinn, T., Young, V., Akram, A. R., Stone, J., Thomson, R. R., Finlayson, K., Dhaliwal, K. & Seth, S., 19 Jul 2023, In: IEEE Transactions on Biomedical Engineering. 70, 8, p. 2374-2383 18 p.Research output: Contribution to journal › Article › peer-review
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