Max A Little

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Bastiaan R. BloemProfessor of movement disorders neurology, Radboudumc, Nijmegen, the NetherlandsVerified email at radboudumc.nl
Stephen RobertsProfessor of Engineering Science (Machine Learning, Information Engineering), University of OxfordVerified email at robots.ox.ac.uk
Will DixonThe University of ManchesterVerified email at manchester.ac.uk
Mads Græsbøll ChristensenProfessor, Audio Analysis Lab, CREATE, Aalborg UniversityVerified email at create.aau.dk
Suchi SariaJohn C. Malone Associate Professor of Computer Science, Statistics, Health Policy, Johns HopkinsVerified email at cs.jhu.edu
Guy M GoodwinEmeritus Professor of Psychiatry, University of OxfordVerified email at psych.ox.ac.uk
Frank A.J.L. ScheerProfessor of Medicine, Harvard Medical School, Brigham and Women's HospitalVerified email at rics.bwh.harvard.edu
Susan RedlineProfessor of Sleep Medicine, Harvard Medical SchoolVerified email at partners.org
Andreas TerzisGoogle BrainVerified email at google.com
Jack BowdenProfessor of Biomedical Data Science, University of ExeterVerified email at exeter.ac.uk
Ben D. FulcherSenior Lecturer, The University of SydneyVerified email at sydney.edu.au
Tom HeskesProfessor of Computer Science and Artificial Intelligence, Radboud University NijmegenVerified email at science.ru.nl
Emre OzerArm ResearchVerified email at arm.com
Gaël VaroquauxResearch director, INRIAVerified email at normalesup.org
Konrad Paul KordingNathan Mossell University Professor (PIK), bioengineering and neuroscience, UPenn, CIFARVerified email at upenn.edu
Alex `Sandy' PentlandProfessor MITVerified email at mit.edu
Anthony E LangUniversity of TorontoVerified email at uhnres.utoronto.ca
Arthur W. TogaProvost Professor of Ophthalmology, Neurology, Psychiatry and the Behavioral Sciences, Radiology and Engineering Ghada Irani Chair in Neuroscience, Director, University of Southern California Mark and Mary Stevens Neuroimaging and Informatics InstituteVerified email at loni.usc.edu
Andrew D. TristerHead of Digital Health, Gates FoundationVerified email at gatesfoundation.org
Elias Chaibub NetoPrincipal Scientist, Sage BionetworksVerified email at sagebase.org

Max A Little

University of Birmingham/MIT

Verified email at mit.edu - Homepage

Machine learning/AI causal inference signal processing applied mathematics computational statistics


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Suitability of dysphonia measurements for telemonitoring of Parkinson’s disease MA Little, PE McSharry, EJ Hunter, J Spielman, LO Ramig IEEE Transactions on Biomedical Engineering 56 (4), 1015-1022, 2009	934	2009
Exploiting nonlinear recurrence and fractal scaling properties for voice disorder detection MA Little, P McSharry, S Roberts, D Costello, I Moroz BioMedical Engineering OnLine 6, 23, 2007	837	2007
Accurate telemonitoring of Parkinson’s disease progression by non-invasive speech tests A Tsanas, MA Little, PE McSharry, LO Ramig IEEE Transactions on Biomedical Engineering 57 (4), 884-893, 2010	681	2010
Novel speech signal processing algorithms for high-accuracy classification of Parkinson's disease A Tsanas, MA Little, P McSharry, J Spielman, L Ramig IEEE Transactions on Biomedical Engineering 59 (5), 1264-1271, 2012	609	2012
Technology in Parkinson's disease: Challenges and opportunities AJ Espay, P Bonato, FB Nahab, W Maetzler, JM Dean, J Klucken, ... Movement Disorders 31 (9), 1272-1282, 2016	448	2016
Nonlinear speech analysis algorithms mapped to a standard metric achieve clinically useful quantification of average Parkinson's disease symptom severity A Tsanas, MA Little, PE McSharry, LO Ramig Journal of the Royal Society Interface 8 (59), 842-855, 2011	310	2011
Detecting and monitoring the symptoms of Parkinson's disease using smartphones: A pilot study S Arora, V Venkataraman, A Zhan, S Donohue, KM Biglan, ER Dorsey, ... Parkinsonism & related disorders 21 (6), 650-653, 2015	297	2015
Genome-wide association analyses of sleep disturbance traits identify new loci and highlight shared genetics with neuropsychiatric and metabolic traits JM Lane, J Liang, I Vlasac, SG Anderson, DA Bechtold, J Bowden, ... Nature Genetics 49, 274–281, 2017	253	2017
Highly comparative time-series analysis: the empirical structure of time series and their methods BD Fulcher, MA Little, NS Jones Journal of the Royal Society Interface 10 (83), 20130048, 2013	246	2013
Using smartphones and machine learning to quantify Parkinson disease severity: The mobile Parkinson disease score A Zhan, S Mohan, C Tarolli, RB Schneider, JL Adams, S Sharma, ... JAMA Neurology 75 (7), 876-880, 2018	233	2018
Genome-wide association study identifies genetic loci for self-reported habitual sleep duration supported by accelerometer-derived estimates HS Dashti, SE Jones, AR Wood, JM Lane, VT van Hees, H Wang, ... Nature Communications 10, 1100, 2019	231	2019
Genome-wide association analysis identifies novel loci for chronotype in 100,420 individuals from the UK Biobank JM Lane, I Vlasac, SG Anderson, S Kyle, WG Dixon, DA Bechtold, S Gill, ... Nature Communications 7, 10889, 2016	226	2016
Objective Automatic Assessment of Rehabilitative Speech Treatment in Parkinson's Disease A Tsanas, MA Little, C Fox, LO Ramig IEEE Transactions on Neural Systems and Rehabilitation Engineering 22 (1 …, 2014	217	2014
Machine learning for large-scale wearable sensor data in Parkinson disease: concepts, promises, pitfalls and futures K Kubota, J Chen, MA Little Movement Disorders 31 (9), 1314-1326, 2016	176	2016
Biological and clinical insights from genetics of insomnia symptoms JM Lane, S Jones, H Dashti, A Wood, K Aragam, VT van Hees, ... Nature Genetics 51, 387–393, 2019	155	2019
What to do when K-means clustering fails: a simple yet principled alternative algorithm YP Raykov, A Boukouvalas, F Baig, MA Little PLoS One 11 (9), e0162259, 2016	145	2016
Generalized methods and solvers for noise removal from piecewise constant signals. I. Background theory MA Little, NS Jones Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2011	143	2011
Generalized methods and solvers for noise removal from piecewise constant signals. II. New methods MA Little, NS Jones Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2011	143*	2011
Freezing of gait and fall detection in Parkinson’s disease using wearable sensors: a systematic review MJF Ana Ligia Silva de Lima, Luc J. W. Evers, Tim Hahn, Lauren Bataille ... Journal of Neurology 264 (8), 1642–1654, 2017	129	2017
Nonlinear, biophysically-informed speech pathology detection MA Little, P McSharry, I Moroz, S Roberts Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 …, 2006	123	2006

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