Ecological momentary assessment (EMA) combined with unsupervised machine learning shows sensitivity to identify individuals in potential need for psychiatric assessment

Oorschot M, Lataster T, Thewissen V, Bentall R, Delespaul P, Myin-Germeys I (2012) Temporal dynamics of visual and auditory hallucinations in psychosis. Schizophr Res 140:77–82. https://doi.org/10.1016/j.schres.2012.06.010

Article  PubMed  Google Scholar 

Oorschot M, Kwapil T, Delespaul P, Inez Myin-Germeys Oorschot M, Kwapil TR, Delespaul P, Myin-Germeys I (2009) Momentary Assessment Research in Psychosis. Am Phychol Assoc 616:498–505

Google Scholar 

Harvey PD, Miller ML, Moore RC, Depp CA, Parrish EM, Pinkham AE (2021) Capturing Clinical Symptoms with Ecological Momentary Assessment: Convergence of Momentary Reports of Psychotic and Mood Symptoms with Diagnoses and Standard Clinical Assessments. Innov Clin Neurosci 18:24–30

PubMed  PubMed Central  Google Scholar 

Kimhy D, Delespaul P, Corcoran C, Ahn H, Yale S, Malaspina D (2006) Computerized experience sampling method (ESMc): Assessing feasibility and validity among individuals with schizophrenia. J Psychiatr Res 40:221–230. https://doi.org/10.1016/j.jpsychires.2005.09.007

Article  PubMed  Google Scholar 

Stamate D, Katrinecz A, Stahl D, Verhagen SJW, Delespaul PAEG, Van OJ, Guloksuz S (2019) Identifying psychosis spectrum disorder from experience sampling data using machine learning approaches. Schizophr Res 209:156–163. https://doi.org/10.1016/j.schres.2019.04.028

Article  PubMed  Google Scholar 

Feller C, Ilen L, Eliez S, Schneider M (2021) Psychotic experiences in daily-life in adolescents and young adults with 22q11. 2 deletion syndrome: An Ecological Momentary Assessment study. Schizophr Res 238:54–61

Article  PubMed  Google Scholar 

Verhagen SJW, Hasmi L, Drukker M, Van OJ, Delespaul PAEG (2016) Use of the experience sampling method in the context of clinical trials. Evid Based Ment 19:86–89

Article  Google Scholar 

de Thurah L, Kiekens G, Sips R, Teixera A, Kasanova Z, Myin-germeys I (2023) Using Experience Sampling Methods to support clinical management of psychosis: The perspective of people with lived experience. Psychiatry Res 324:115207. https://doi.org/10.1016/j.psychres.2023.115207

Article  PubMed  Google Scholar 

van Os J, Verhagen S, Marsman A, Peeters F, Bak M, Marcelis M, Drukker M, Reininghaus U, Jacobs N, Lataster T, Simons C, ESM-MERGE-Investigators, Lousberg R, Gülöksüz S, Leue C, Groot PC, Viechtbauer W, Delespaul P (2017) The experience sampling method as an mHealth tool to support self-monitoring, self-insight, and personalized health care in clinical practice Richel Lousberg PhD 1. Depress Anxiety 34:481–493

Article  PubMed  Google Scholar 

Van Os J, Linscott RJ, Myin-Germeys I, Delespaul P, Krabbendam L (2009) A systematic review and meta-analysis of the psychosis continuum: Evidence for a psychosis proneness-persistence-impairment model of psychotic disorder. Psychol Med 39:179–195. https://doi.org/10.1017/S0033291708003814

Article  PubMed  Google Scholar 

Alvarez-Jimenez M, Priede A, Hetrick SE, Bendall S, Killackey E, Parker AG, McGorry PD, Gleeson JF (2012) Risk factors for relapse following treatment for first episode psychosis: A systematic review and meta-analysis of longitudinal studies. Schizophr Res 139:116–128. https://doi.org/10.1016/j.schres.2012.05.007

Article  CAS  PubMed  Google Scholar 

Sablier J, Stip E, Jacquet P, Giroux S, Pigot H, Bouchard F, Marcotte N, Viboud JP, Bentaleb LA, Landry P, Lipp O, Tranulis C, Villeneuve M, Cloutier C, Lalancette C, Prince A, Vincent P, Lum M, Berrube MC, Lucas M, Boisset G, Guida M, Mazuire J, Meylan F, Meynier J, Pelletier G, Sportiello S, Doré-Gauthier V, Guévremont C, Nadeau-Marcotte F, Franck N (2012) Ecological assessments of activities of daily living and personal experiences with mobus, an assistive technology for cognition: A pilot study in schizophrenia. Assist Technol 24:67–77. https://doi.org/10.1080/10400435.2012.659324

Article  PubMed  Google Scholar 

Rössler W, Riecher-Rössler A, Angst J, Murray R, Gamma A, Eich D, van Os J, Gross VA (2007) Psychotic experiences in the general population: A twenty-year prospective community study. Schizophr Res 92:1–14. https://doi.org/10.1016/j.schres.2007.01.002

Article  PubMed  Google Scholar 

Linszen M, de Boer J, Schutte M, Begemann M, de Vries J, Koops S, Blom RE, Bohlken MM, Heringa SM, Blom JD, Sommer IEC (2022) Occurrence and phenomenology of hallucinations in the general population: A large online survey. Schizophr. https://doi.org/10.1038/s41537-022-00229-9

Article  Google Scholar 

Nuevo R, Chatterji S, Verdes E, Naidoo N, Arango C, Ayuso-Mateos JL (2012) The continuum of psychotic symptoms in the general population: A cross-national study. Schizophr Bull 38:475–485. https://doi.org/10.1093/schbul/sbq099

Article  PubMed  Google Scholar 

Rössler W, Ajdacic-Gross V, Haker H, Rodgers S, Müller M, Hengartner MP (2015) Subclinical psychosis syndromes in the general population: Results from a large-scale epidemiological survey among residents of the canton of Zurich, Switzerland. Epidemiol Psychiatr Sci 24:69–77. https://doi.org/10.1017/S2045796013000681

Article  PubMed  Google Scholar 

Fusar-Poli P, Borgwardt S, Bechdolf A, Addington J, Riecher-Rössler A, Schultze-Lutter F, Keshavan M, Wood S, Ruhrmann S, Seidman LJ, Valmaggia L, Cannon T, Velthorst E, De Haan L, Cornblatt B, Bonoldi I, Birchwood M, McGlashan T, Carpenter W, McGorry P, Klosterkötter J, McGuire P, Yung A (2013) The psychosis high-risk state: A comprehensive state-of-the-art review. Arch Gen Psychiatry 70:107–120. https://doi.org/10.1001/jamapsychiatry.2013.269

Article  Google Scholar 

Permanasari Y, Harahap E, Prayoga Ali E (2019) Speech recognition using Dynamic Time Warping (DTW). J Phys Conf Ser. https://doi.org/10.1088/1742-6596/1366/1/012091

Article  Google Scholar 

Hebbrecht K, Stuivenga M, Birkenhäger T, Morrens M, Fried EI, Sabbe B, Giltay EJ (2020) Understanding personalized dynamics to inform precision medicine : a dynamic time warp analysis of 255 depressed inpatients. BMC Med 18:1–15

Article  Google Scholar 

Fett AKJ, Hanssen E, Eemers M, Peters E, Shergill SS (2022) Social isolation and psychosis : an investigation of social interactions and paranoia in daily life. Eur Arch Psychiatry Clin Neurosci 272:119–127. https://doi.org/10.1007/s00406-021-01278-4

Article  PubMed  Google Scholar 

Hanssen E, Balvert S, Oorschot M, Borkelmans K, Van OJ, Delespaul P, Fett A (2020) An ecological momentary intervention incorporating personalised feedback to improve symptoms and social functioning in schizophrenia spectrum disorders. Psychiatry Res 284:112695

Article  PubMed  Google Scholar 

Thewissen V, Bentall RP, Lecomte T, van Os J, Myin-Germeys I (2008) Fluctuations in Self-Esteem and Paranoia in the Context of Daily Life. J Abnorm Psychol 117:143–153. https://doi.org/10.1037/0021-843X.117.1.143

Article  PubMed  Google Scholar 

Oorschot M, Lataster T, Thewissen V, Lardinois M, Van Os J, Delespaul PAEG, Myin-Germeys I (2012) Symptomatic remission in psychosis and real-life functioning. Br J Psychiatry 201:215–220. https://doi.org/10.1192/bjp.bp.111.104414

Article  CAS  PubMed  Google Scholar 

Myin-Germeys I, Delespaul P, Van Os J (2005) Behavioral sensitization to daily life stress in psychosis. Psychol Med 35:733–741. https://doi.org/10.1017/S0033291704004179

Article  CAS  PubMed  Google Scholar 

Delespaul P, DeVries M, van Os J (2002) Determinants of occurence and recovery from hallucinations in daily life. Soc Psychiatry Psychiatr Epidemiol 37:97–104. https://doi.org/10.1007/s001270200000

Article  PubMed  Google Scholar 

Hanssen E, Krabbendam L, Robberegt S, Fett AK (2020) Social and non-social reward learning reduced and related to a familial vulnerability in schizophrenia spectrum disorders. Schizophr Res 215:256–262. https://doi.org/10.1016/j.schres.2019.10.019

Article  PubMed  Google Scholar 

Hanssen E, van Buuren M, Van Atteveldt N, Lemmers-Jansen ILJ, Fett AKJ (2022) Neural, behavioural and real-life correlates of social context sensitivity and social reward learning during interpersonal interactions in the schizophrenia spectrum. Aust N Z J Psychiatry 56:59–70. https://doi.org/10.1177/00048674211010327

Article  PubMed  Google Scholar 

Delespaul PAEG (1995) Assessing Schizophrenia in Daily Life: The Experience Sampling Method. University of Maastricht press, Maastricht

Google Scholar 

Rintala A, Wampers M, Myin-Germeys I, Viechtbauer W (2019) Response compliance and predictors thereof in studies using the experience sampling method. Psychol Assess 31:226–235

Article  PubMed  Google Scholar 

Eisele G, Vachon H, Lafit G, Kuppens P, Houben M, Myin-Germeys I, Viechtbauer W (2022) The Effects of Sampling Frequency and Questionnaire Length on Perceived Burden, Compliance, and Careless Responding in Experience Sampling Data in a Student Population. Assessment 29:136–151. https://doi.org/10.1177/1073191120957102

Article  PubMed  Google Scholar 

Myin-Germeys I, Oorschot M, Collip D, Lataster J, Delespaul P, Van Os J (2009) Experience sampling research in psychopathology: Opening the black box of daily life. Psychol Med 39:1533–1547. https://doi.org/10.1017/S0033291708004947

Article  CAS  PubMed 

留言 (0)

沒有登入
gif