Accurate quantitative estimation of energy performance of residential buildings using statistical machine learning tools A Tsanas, A Xifara Energy and Buildings 49, 560-567, 2012 | 876 | 2012 |
Accurate telemonitoring of Parkinson's disease progression by noninvasive speech tests A Tsanas, MA Little, PE McSharry, LO Ramig IEEE transactions on Biomedical Engineering 57 (4), 884-893, 2010 | 854 | 2010 |
Novel speech signal processing algorithms for high-accuracy classification of Parkinson's disease A Tsanas, M Little, P McSharry, J Spielman, L Ramig IEEE Transactions on Biomedical Engineering 59, 1264-1271, 2012 | 792 | 2012 |
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 | 385 | 2011 |
High-sensitivity troponin in the evaluation of patients with suspected acute coronary syndrome: a stepped-wedge, cluster-randomised controlled trial ASV Shah, A Anand, FE Strachan, AV Ferry, KK Lee, AR Chapman, ... Lancet 392, 919-928, 2018 | 370 | 2018 |
Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI B Vasey, M Nagendran, B Campbell, DA Clifton, GS Collins, S Denaxas, ... BMJ 377, e070904, 2022 | 280 | 2022 |
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 | 268 | 2014 |
Applications of machine learning in real-life digital health interventions: review of the literature AK Triantafyllidis, A Tsanas Journal of medical Internet research 21 (4), e12286, 2019 | 233 | 2019 |
Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications JM Górriz, J Ramírez, A Ortíz, FJ Martínez-Murcia, F Segovia, J Suckling, ... Neurocomputing 410, 237-270, 2020 | 228 | 2020 |
Daily longitudinal self-monitoring of mood variability in bipolar disorder and borderline personality disorder A Tsanas, KEA Saunders, AC Bilderbeck, N Palmius, M Osipov, ... Journal of Affective Disorders 205, 225-233, 2016 | 178 | 2016 |
High-sensitivity cardiac troponin and the universal definition of myocardial infarction AR Chapman, PD Adamson, ASV Shah, A Anand, FE Strachan, AV Ferry, ... Circulation 141 (3), 161-171, 2020 | 176 | 2020 |
Detecting Bipolar Depression from Geographic Location Data N Palmius, A Tsanas, KEA Saunders, AC Bilderbeck, JR Geddes, ... IEEE Transactions on Biomedical Engineering 64 (8), 1761-1771, 2017 | 172 | 2017 |
Machine Learning to Predict the Likelihood of Acute Myocardial Infarction MP Than, JW Pickering, Y Sandoval, ASV Shah, A Tsanas, FS Apple, ... Circulation 140, 899-909, 2019 | 165 | 2019 |
Insomnia, nightmares, and chronotype as markers of risk for severe mental illness: results from a student population B Sheaves, K Porcheret, A Tsanas, CA Espie, RG Foster, D Freeman, ... Sleep 39 (1), 173-181, 2016 | 163 | 2016 |
Accurate telemonitoring of Parkinson’s disease symptom severity using nonlinear speech signal processing and statistical machine learning A Tsanas University of Oxford, 2012 | 138 | 2012 |
Enhanced classical dysphonia measures and sparse regression for telemonitoring of Parkinson's disease progression A Tsanas, MA Little, PE McSharry, LO Ramig 2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010 | 111 | 2010 |
Robust fundamental frequency estimation in sustained vowels: detailed algorithmic comparisons and information fusion with adaptive Kalman filtering A Tsanas, M Zañartu, MA Little, C Fox, LO Ramig, GD Clifford Journal of the Acoustical Society of America 135, 2885-2901, 2014 | 86 | 2014 |
Stage-independent, single lead EEG sleep spindle detection using the continuous wavelet transform and local weighted smoothing A Tsanas, G Clifford Frontiers in Human Neuroscience 9, 181, 2015 | 80 | 2015 |
Developing a large scale population screening tool for the assessment of Parkinson's disease using telephone-quality voice S Arora, L Baghai-Ravary, A Tsanas Journal of Acoustical Society of America 145 (5), 2871-2884, 2019 | 78 | 2019 |
Patient specific predictions in the intensive care unit using a Bayesian ensemble AEW Johnson, N Dunkley, L Mayaud, A Tsanas, AA Kramer, GD Clifford 2012 Computing in Cardiology, 249-252, 2012 | 75 | 2012 |