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Chronobiology International

The Journal of Biological and Medical Rhythm Research

Volume 34, 2017 - Issue 2

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Critical slowing down as an early warning of transitions in episodes of bipolar disorder: A simulation study based on a computational model of circadian activity rhythms

Atiyeh BayaniFaculty of Biomedical Engineering, Amirkabir University of Technology, Tehran, Iran

Fatemeh HadaeghiFaculty of Biomedical Engineering, Amirkabir University of Technology, Tehran, IranCorrespondence[email protected]

Sajad JafariFaculty of Biomedical Engineering, Amirkabir University of Technology, Tehran, Iran

Greg MurrayDepartment of Psychological Sciences, Faculty of Health, Arts and Design, Swinburne University of Technology, Hawthorn, Victoria, Australia

Pages 235-245 | Received 03 Sep 2016, Accepted 12 Dec 2016, Published online: 06 Jan 2017

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https://doi.org/10.1080/07420528.2016.1272608
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Yi-Bing Guo, Qing Jiao, Xiao-Tong Zhang, Qian Xiao, Zhou Wu, Wei-Fang Cao, Dong Cui, Guang-Hui Yu, Ru-Hai Dou, Lin-Yan Su & Guang-Ming Lu. (2023) Increased regional Hurst exponent reflects response inhibition related neural complexity alterations in pediatric bipolar disorder patients during an emotional Go-Nogo task. Cerebral Cortex.
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Aura Raulo, Alexis Rojas, Björn Kröger, Antti Laaksonen, Carlos Lamuela Orta, Silva Nurmio, Mirva Peltoniemi, Leo Lahti & Indrė Žliobaitė. (2023) What are patterns of rise and decline?. Royal Society Open Science 10:11.
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Sandip V George, Sneha Kachhara & G Ambika. (2023) Early warning signals for critical transitions in complex systems. Physica Scripta 98:7, pages 072002.
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Ian B. Hickie, Kathleen R. Merikangas, Joanne S. Carpenter, Frank Iorfino, Elizabeth M. Scott, Jan Scott & Jacob J. Crouse. (2023) Does circadian dysrhythmia drive the switch into high‐ or low‐activation states in bipolar I disorder?. Bipolar Disorders 25:3, pages 191-199.
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Fionneke M. Bos, Marieke J. Schreuder, Sandip V. George, Bennard Doornbos, Richard Bruggeman, Lian van der Krieke, Bartholomeus C. M. Haarman, Marieke Wichers & Evelien Snippe. (2022) Anticipating manic and depressive transitions in patients with bipolar disorder using early warning signals. International Journal of Bipolar Disorders 10:1.
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Abraham Nunes, Selena Singh, Jared Allman, Suzanna Becker, Abigail Ortiz, Thomas Trappenberg & Martin Alda. (2022) A critical evaluation of dynamical systems models of bipolar disorder. Translational Psychiatry 12:1.
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Marieke J. Schreuder, Johanna T. W. Wigman, Robin N. Groen, Els Weinans, Marieke Wichers & Catharina A. Hartman. (2022) Anticipating the direction of symptom progression using critical slowing down: a proof-of-concept study. BMC Psychiatry 22:1.
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Abigail Ortiz, Kamil Bradler, Maxine Mowete, Stephane MacLean, Julie Garnham, Claire Slaney, Benoit H. Mulsant & Martin Alda. (2021) The futility of long-term predictions in bipolar disorder: mood fluctuations are the result of deterministic chaotic processes. International Journal of Bipolar Disorders 9:1.
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S. Jafari, F. Nazarimehr, F. Z. Alsaadi, F. D. Alsaadi & V. T. Pham. (2020) Investigating bifurcation points of an impact oscillator. Indian Journal of Physics 95:5, pages 925-933.
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Greg Murray, John Gottlieb, Maria Paz Hidalgo, Bruno Etain, Philipp Ritter, Debra J. Skene, Corrado Garbazza, Ben Bullock, Kathleen Merikangas, Vadim Zipunnikov, Haochang Shou, Robert Gonzalez, Jan Scott, Pierre A. Geoffroy & Benicio N. Frey. (2020) Measuring circadian function in bipolar disorders: Empirical and conceptual review of physiological, actigraphic, and self‐report approaches. Bipolar Disorders 22:7, pages 693-710.
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Sou Nobukawa, Haruhiko Nishimura, Hirotaka Doho & Tetsuya Takahashi. (2020) Stabilizing Circadian Rhythms in Bipolar Disorder by Chaos Control Methods. Frontiers in Applied Mathematics and Statistics 6.
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Hirotaka Doho, Sou Nobukawa, Haruhiko Nishimura, Nobuhiko Wagatsuma & Tetsuya Takahashi. (2020) Transition of Neural Activity From the Chaotic Bipolar-Disorder State to the Periodic Healthy State Using External Feedback Signals. Frontiers in Computational Neuroscience 14.
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Zhen Wang, Zhouchao Wei, Kehui Sun, Shaobo He, Huihai Wang, Quan Xu & Mo Chen. (2020) Chaotic flows with special equilibria. The European Physical Journal Special Topics 229:6-7, pages 905-919.
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Rachael Spooner, Jessica A. Hartmann, Patrick D. McGorry & Barnaby Nelson. 2020. Risk Factors for Psychosis. Risk Factors for Psychosis 399 416 .

Cristina Mei, Barnaby Nelson, Jessica Hartmann, Rachael Spooner & Patrick D. McGorry. 2020. Personalized Psychiatry. Personalized Psychiatry 27 37 .

Theresa Wilkat, Thorsten Rings & Klaus Lehnertz. (2019) No evidence for critical slowing down prior to human epileptic seizures. Chaos: An Interdisciplinary Journal of Nonlinear Science 29:9.
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Enrique Garcia-Ceja, Michael Riegler, Tine Nordgreen, Petter Jakobsen, Ketil J. Oedegaard & Jim Tørresen. (2018) Mental health monitoring with multimodal sensing and machine learning: A survey. Pervasive and Mobile Computing 51, pages 1-26.
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Fahimeh Nazarimehr, Seyed Mohammad Reza Hashemi Golpayegani & Boshra Hatef. (2018) Does the onset of epileptic seizure start from a bifurcation point?. The European Physical Journal Special Topics 227:7-9, pages 697-705.
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Thomaz Oliveira, Victor Marinho, Valécia Carvalho, Francisco Magalhães, Kaline Rocha, Carla Ayres, Silmar Teixeira, Monara Nunes, Victor Hugo Bastos & Giovanny R Pinto. (2018) Genetic polymorphisms associated with circadian rhythm dysregulation provide new perspectives on bipolar disorder. Bipolar Disorders 20:6, pages 515-522.
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A. Bayani, S. Jafari, J. C. Sprott & B. Hatef. (2018) A chaotic model of migraine headache considering the dynamical transitions of this cyclic disease. EPL (Europhysics Letters) 123:1, pages 10006.
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Enrique Garcia-Ceja, Michael Riegler, Petter Jakobsen, Jim Tørresen, Tine Nordgreen, Ketil J. Oedegaard & Ole Bernt Fasmer. (2018) Depresjon. Depresjon.

Enrique Garcia-Ceja, Michael Riegler, Petter Jakobsen, Jim Torresen, Tine Nordgreen, Ketil J. Oedegaard & Ole Bernt Fasmer. (2018) Motor Activity Based Classification of Depression in Unipolar and Bipolar Patients. Motor Activity Based Classification of Depression in Unipolar and Bipolar Patients.

Patrick D. McGorry, Jessica A. Hartmann, Rachael Spooner & Barnaby Nelson. (2018) Beyond the “at risk mental state” concept: transitioning to transdiagnostic psychiatry. World Psychiatry 17:2, pages 133-142.
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Haoyu Wen, Massimo Pica Ciamarra & Siew Ann Cheong. (2018) How one might miss early warning signals of critical transitions in time series data: A systematic study of two major currency pairs. PLOS ONE 13:3, pages e0191439.
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Critical slowing down as an early warning of transitions in episodes of bipolar disorder: A simulation study based on a computational model of circadian activity rhythms

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Critical slowing down as an early warning of transitions in episodes of bipolar disorder: A simulation study based on a computational model of circadian activity rhythms

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