Recent publications
Article
Evers, LJW, Raykov, YP, Heskes, TM, Krijthe, JH, Bloem, BR & Little, MA 2025, 'Passive Monitoring of Parkinson Tremor in Daily Life: A Prototypical Network Approach', Sensors, vol. 25, no. 2, 366. https://doi.org/10.3390/s25020366
Post, E, Laarhoven, TV, Raykov, YP, Little, MA, Nonnekes, J, Heskes, TM, Bloem, BR & Evers, LJW 2025, 'Quantifying arm swing in Parkinson’s disease: a method accounting for arm activities during free-living gait', Journal of neuroengineering and rehabilitation, vol. 22, no. 1, 22. https://doi.org/10.1186/s12984-025-01578-z
Farooq, A, Raykov, YP, Raykov, P & Little, MA 2024, 'Adaptive Latent Feature Sharing for Piecewise Linear Dimensionality Reduction', Journal of Machine Learning Research, vol. 25, no. 135, pp. 1-42. <http://jmlr.org/papers/v25/21-0146.html>
Little, MA, He, X & Kayas, U 2024, 'Polymorphic dynamic programming by algebraic shortcut fusion', Formal Aspects of Computing, vol. 36, no. 2, 11. https://doi.org/10.1145/3664828
Little, MA 2022, 'GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference', Journal of Open Source Software, vol. 7, no. 76, 4534. https://doi.org/10.21105/joss.04534
Omberg, L, Chaibub Neto, E, Perumal, TM, Pratap, A, Tediarjo, A, Adams, J, Bloem, BR, Bot, BM, Elson, M, Goldman, SM, Kellen, MR, Kieburtz, K, Klein, A, Little, MA, Schneider, R, Suver, C, Tarolli, C, Tanner, CM, Trister, AD, Wilbanks, J, Dorsey, ER & Mangravite, LM 2022, 'Remote smartphone monitoring of Parkinson's disease and individual response to therapy', Nature Biotechnology, vol. 40, no. 4, pp. 480-487. https://doi.org/10.1038/s41587-021-00974-9
Oldroyd, A, Little, MA, Dixon, W & Chinoy, H 2019, 'A review of accelerometer-derived physical activity in the idiopathic inflammatory myopathies', BMC Rheumatology, vol. 3, 41. https://doi.org/10.1186/s41927-019-0088-1
Beukenhorst, AL, Parkes, MJ, Cook, L, Barnard, R, van der Veer, SN, Little, MA, Howells, K, Sanders, C, Sergeant, JC, O'Neill, TW, McBeth, J & Dixon, WG 2019, 'Collecting symptoms and sensor data with consumer smartwatches (the Knee OsteoArthritis, Linking Activity and Pain Study): protocol for a longitudinal, observational feasibility study', JMIR Research Protocols, vol. 8, no. 1, pp. e10238. https://doi.org/10.2196/10238
Wang, H, Lane, JM, Jones, SE, Dashti, HS, Ollila, HM, Wood, AR, van Hees, VT, Brumpton, B, Winsvold, BS, Kantojärvi, K, Palviainen, T, Cade, BE, Sofer, T, Song, Y, Patel, K, Anderson, SG, Bechtold, DA, Bowden, J, Emsley, R, Kyle, SD, Little, MA, Loudon, AS, Scheer, FAJL, Purcell, SM, Richmond, RC, Spiegelhalder, K, Tyrrell, J, Zhu, X, Hublin, C, Kaprio, JA, Kristiansson, K, Sulkava, S, Paunio, T, Hveem, K, Nielsen, JB, Willer, CJ, Zwart, JA, Strand, LB, Frayling, TM, Ray, D, Lawlor, DA, Rutter, MK, Weedon, MN, Redline, S & Saxena, R 2019, 'Genome-wide association analysis of self-reported daytime sleepiness identifies 42 loci that suggest biological subtypes', Nature Communications, vol. 10, 3503. https://doi.org/10.1038/s41467-019-11456-7
Dashti, HS, Jones, SE, Wood, AR, Lane, JM, Van Hees, VT, Wang, H, Rhodes, JA, Song, Y, Patel, K, Anderson, SG, Beaumont, RN, Bechtold, DA, Bowden, J, Cade, BE, Garaulet, M, Kyle, SD, Little, MA, Loudon, AS, Luik, AI, Scheer, FAJL, Spiegelhalder, K, Tyrrell, J, Gottlieb, DJ, Tiemeier, H, Ray, DW, Purcell, SM, Frayling, TM, Redline, S, Lawlor, DA, Rutter, MK, Weedon, MN & Saxena, R 2019, 'Genome-wide association study identifies genetic loci for self-reported habitual sleep duration supported by accelerometer-derived estimates', Nature Communications, vol. 10, no. 1, 1100. https://doi.org/10.1038/s41467-019-08917-4
Badawy, R, Hameed, F, Bataille, L, Little, MA, Claes, K, Saria, S, Cedarbaum, JM, Stephenson, D, Neville, J, Maetzler, W, Espay, AJ, Bloem, B, Simuni, T & Karlin, DR 2019, 'Metadata concepts for advancing the use of digital health technologies in clinical research', Digital Biomarkers, vol. 3, no. 3, pp. 116-132. https://doi.org/10.1159/000502951
Arora, S, Baig, F, Lo, C, Barber, TR, Lawton, MA, Zhan, A, Rolinski, M, Ruffmann, C, Klein, JC, Rumbold, J, Louvel, A, Zaiwalla, Z, Lennox, G, Quinnell, T, Dennis, G, Wade-martins, R, Ben-shlomo, Y, Little, MA & Hu, MT 2018, 'Smartphone motor testing to distinguish idiopathic REM sleep behavior disorder, controls, and PD', Neurology, vol. 91, no. 16, pp. e1528-e1538. https://doi.org/10.1212/WNL.0000000000006366
Raykov, YP, Boukouvalas, A & Little, MA 2016, 'Simple approximate MAP inference for Dirichlet processes mixtures', Electronic Journal of Statistics, vol. 10, no. 2, pp. 3548-3578. https://doi.org/10.1214/16-EJS1196
Raykov, YP, Boukouvalas, A, Baig, F & Little, MA 2016, 'What to do when K-means clustering fails: a simple yet principled alternative algorithm', PLoS ONE, vol. 11, no. 9, e0162259. https://doi.org/10.1371/journal.pone.0162259
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