ArticlePloS one2019
Handwriting movements for assessment of motor symptoms in schizophrenia spectrum disorders and bipolar disorder.
Article in PloS one, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- LiquidGAN for Handwriting-Based Detection and Severity Classification of Extrapyramidal Symptoms.Sensors (Basel, Switzerland) · 2026Article
- Tracking dynamic EEG connectivity in schizophrenia and bipolar disorder.Scientific reports · 2025Article
- Capturing Motor Signs in Psychosis: How the New Technologies Can Improve Assessment and Treatment?Schizophrenia bulletin · 2025Article
- Quantification of motor abnormalities with instrumental tasks among adolescents with first-episode schizophrenia and depressive disorders.Scientific reports · 2025Article
- Effect of stroke-induced memory impairment on handwriting-A forensic case study.Forensic science international. Synergy · 2025Article
- Interpol questioned documents review 2019-2022.Forensic science international. Synergy · 2023Review
- An exploratory study on the handwritten allographic features of multi-ethnic population with different educational backgrounds.PloS one · 2022Article
- The Use of Handwriting Changes for the Follow-up of Patients with Bipolar Disorder.Noro psikiyatri arsivi · 2022Article
- Examining Motor Anticipation in Handwriting as an Indicator of Motor Dysfunction in Schizophrenia.Frontiers in psychology · 2022Article
- Exploring the Relationship of Transdiagnostic Mood and Psychosis Symptom Domains with Motor Dysfunction.Neuropsychobiology · 2020Article
- The computational analyses of handwriting in individuals with psychopathic personality disorder.PloS one · 2019Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The main aim of the present study was to explore the value of several measures of handwriting in the study of motor abnormalities in patients with bipolar or psychotic disorders. 54 adult participants with a schizophrenia spectrum disorder or bipolar disorder and 44 matched healthy controls, participated in the study. Participants were asked to copy a handwriting pattern consisting of four loops, with an inking pen on a digitizing tablet. We collected a number of classical, non-linear and geometrical measures of handwriting. The handwriting of patients was characterized by a significant decrease in velocity and acceleration and an increase in the length, disfluency and pressure with respect to controls. Concerning non-linear measures, we found significant differences between patients and controls in the Sample Entropy of velocity and pressure, Lempel-Ziv of velocity and pressure, and Higuchi Fractal Dimension of pressure. Finally, Lacunarity, a measure of geometrical heterogeneity, was significantly greater in handwriting patterns from patients than from controls. We did not find differences in any handwriting measure on function of the specific diagnosis or the antipsychotic dose. Results indicate that participants with a schizophrenia spectrum disorder or bipolar disorder exhibit significant motor impairments and that these impairments can be readily quantified using measures of handwriting movements. Besides, they suggest that motor abnormalities are a core feature of several mental disorders and they seem to be unrelated to the pharmacological treatment.
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