Deriving information from missing data: implications for mood prediction

Learning spatial-semantic context with fully convolutional recurrent network for online handwritten Chinese text recognition

Xie, Z., Sun, Z., Jin, L., Ni, H., and Lyons, T., · 1917

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The Altman self-rating mania scale

Altman, E.G., Hedeker, D., Peterson, J.L. and Davis, J.M., · 1997

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System control and rough paths

Lyons, T. and Qian, Z., · 2002

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The 16-Item Quick Inventory of Depressive Symptomatology (QIDS), clinician rating (QIDS-C), and self-report (QIDS-SR): a psychometric evaluation in patients with chronic major depression

Rush, A.J., Trivedi, M.H., Ibrahim, H.M., Carmody, T.J., Arnow, B., Klein, D.N., Markowitz, J.C., Ninan, P.T., Kornstein, S., Manber, R. and Thase, M.E., · 2003

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The longitudinal course of bipolar disorder as revealed through weekly text messaging: a feasibility study

Bopp, J.M., Miklowitz, D.J., Goodwin, G.M., Stevens, W., Rendell, J.M. and Geddes, J.R., · 2010

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Pattern of neural responses to verbal fluency shows diagnostic specificity for schizophrenia and bipolar disorder

Costafreda, S.G., Fu, C.H., Picchioni, M., Toulopoulou, T., McDonald, C., Kravariti, E., Walshe, M., Prata, D., Murray, R.M. and McGuire, P.K., · 2011

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Can neuroimaging be used as a support to diagnosis of borderline personality disorder? An approach based on computational neuroanatomy and machine learning

Sato, J.R., de Araujo Filho, G.M., de Araujo, T.B., Bressan, R.A., de Oliveira, P.P. and Jackowski, A.P., · 2012

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Diagnostic and statistical manual of mental disorders

American Psychiatric Association, · 2013

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Solving the KPZ equation

Hairer, M., · 2013

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A theory of regularity structures

Hairer, M., · 2014

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Daily electronic self-monitoring in bipolar disorder using smartphones–the MONARCA I trial: a randomized, placebo-controlled, single-blind, parallel group trial

Faurholt-Jepsen, M., Frost, M., Ritz, C., Christensen, E.M., Jacoby, A.S., Mikkelsen, R.L., Knorr, U., Bardram, J.E., Vinberg, M. and Kessing, L.V., · 2015

Cited alongside, same era.

Detecting bipolar depression from geographic location data

Palmius, N., Tsanas, A., Saunders, K.E.A., Bilderbeck, A.C., Geddes, J.R., Goodwin, G.M. and De Vos, M., · 2016

Cited alongside, same era.

Daily longitudinal self-monitoring of mood variability in bipolar disorder and borderline personality disorder

Reporting guidelines on remotely collected electronic mood data in mood disorder (eMOOD)—recommendations

Faurholt-Jepsen, M., Geddes, J.R., Goodwin, G.M., Bauer, M., Duffy, A., Kessing, L.V. and Saunders, K., · 2019

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Statistical analysis with missing data

Little, R.J. and Rubin, D.B., · 2019

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Rough paths, signatures and the modelling of functions on streams

Original

Lyons, T., · 2019

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Using path signatures to predict a diagnosis of Alzheimer’s disease

Moore, P.J., Lyons, T.J., Gallacher, J. and Alzheimer’s Disease Neuroimaging Initiative, · 2019

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A Path Signature Approach for Speech Emotion Recognition

Wang, B., Liakata, M., Ni, H., Lyons, T., Nevado-Holgado, A.J. and Saunders, K., · 2019

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