The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE)
Challenge: Results after 1 Year Follow-up
 Marinescu, R Oxtoby, N Young, A Bron, E Toga, A Weiner, M Barkhof, F Fox, N Eshaghi, A Toni, T Salaterski, M Lunina, V Ansart, M Durrleman, S Lu, P Iddi, S Li, D Thompson, W Donohue, M Nahon, A Levy, Y Halbersberg, D Cohen, M Liao, H Li, T Yu, K Zhu, H Tamez-Pena, J Ismail, A Wood, T Bravo, H Nguyen, M Sun, N Feng, J Yeo, B Chen, G Qi, K Chen, S Qiu, D Buciuman, I Kelner, A Pop, R Rimocea, D Ghazi, M Nielsen, M Ourselin, S Sorensen, L Venkatraghavan, V Liu, K Rabe, C Manser, P Hill, S Howlett, J Huang, Z Kiddle, S Mukherjee, S Rouanet, A Taschler, B Tom, B White, S Faux, N Sedai, S Oriol, J Clemente, E Estrada, K Aksman, L Altmann, A Stonnington, C Wang, Y Wu, J Devadas, V Fourrier, C Raket, L Sotiras, A Erus, G Doshi, J Davatzikos, C Vogel, J Doyle, A Tam, A Diaz-Papkovich, A Jammeh, E Koval, I Moore, P Lyons, T Gallacher, J Tohka, J Ciszek, R Jedynak, B Pandya, K Bilgel, M Engels, W Cole, J Golland, P Klein, S Alexander, D (09 Feb 2020) http://arxiv.org/abs/2002.03419v2
Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews
 Wang, B Wu, Y Taylor, N Lyons, T Liakata, M Nevado-Holgado, A Saunders, K (07 Aug 2020)
Modelling paralinguistic properties in conversational speech to detect bipolar disorder and borderline personality disorder
 Wang, B Wu, Y Vaci, N Liakata, M Lyons, T Saunders, K (18 Feb 2021)
SigGPDE: scaling sparse Gaussian Processes on sequential data
 Lemercier, M Salvi, C Cass, T Bonilla, E Damoulas, T Lyons, T (10 May 2021)
Higher order kernel mean embeddings to capture filtrations of stochastic processes
 Salvi, C Lemercier, M Liu, C Hovarth, B Damoulas, T Lyons, T (08 Sep 2021)
Learning Dynamic Graph Embeddings with Neural Controlled Differential
Equations
 Qin, T Walker, B Lyons, T Yan, H Li, H (22 Feb 2023) http://arxiv.org/abs/2302.11354v1
Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder
 Biyong, J Wang, B Lyons, T Nevado-Holgado, A (10 Oct 2020)
Neural rough differential equations for long time series
 Morrill, J Salvi, C Kidger, P Foster, J Lyons, T (17 Sep 2020)
SK-Tree: a systematic malware detection algorithm on streaming trees via the signature kernel
 Cochrane, T Foster, P Chhabra, V Lemercier, M Lyons, T Salvi, C (16 Feb 2021)
Logsig-RNN: a novel network for robust and efficient skeleton-based action recognition
 Liao, S Lyons, T Yang, W Schlegel, K Ni, H (25 Oct 2021)
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