Cargando…

Efficient Prediction of Vitamin B Deficiencies via Machine-Learning Using Routine Blood Test Results in Patients With Intense Psychiatric Episode

BACKGROUND: Vitamin B deficiency is common worldwide and may lead to psychiatric symptoms; however, vitamin B deficiency epidemiology in patients with intense psychiatric episode has rarely been examined. Moreover, vitamin deficiency testing is costly and time-consuming, which has hampered effective...

Descripción completa

Detalles Bibliográficos
Autores principales:	Tamune, Hidetaka, Ukita, Jumpei, Hamamoto, Yu, Tanaka, Hiroko, Narushima, Kenji, Yamamoto, Naoki
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2020
Materias:	Psychiatry
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7044238/ https://www.ncbi.nlm.nih.gov/pubmed/32153432 http://dx.doi.org/10.3389/fpsyt.2019.01029

Ejemplares similares

Cefepime‐induced encephalopathy: Neural mass modeling of triphasic wave‐like generalized periodic discharges with a high negative component (Tri‐HNC)
por: Tamune, Hidetaka, et al.
Publicado: (2018)

How to measure staff continuity in intensive psychiatric home treatment: a routine data and single case analysis
por: Schwarz, Julian, et al.
Publicado: (2023)

Network Association of Biochemical and Inflammatory Abnormalities With Psychiatric Symptoms in First-Episode Schizophrenia Patients
por: Yan, Junwei, et al.
Publicado: (2022)

Reliability of Paper-Based Routine Documentation in Psychiatric Inpatient Care and Recommendations for Further Improvement
por: Fröhlich, Daniela, et al.
Publicado: (2020)

Death Penalty and Psychiatric Evaluation in Japan
por: Kashiwagi, Hiroko, et al.
Publicado: (2018)

Neurological, Psychiatric, and Biochemical Aspects of Thiamine Deficiency in Children and Adults
por: Dhir, Shibani, et al.
Publicado: (2019)

Editorial: Clinical application of machine learning methods in psychiatric disorders
por: Liu, Xiaozheng, et al.
Publicado: (2023)

SLC20A2-Associated Idiopathic Basal Ganglia Calcification-Related Recurrent Psychosis Response to Low-Dose Antipsychotics: A Case Report and Literature Review
por: Uno, Akito, et al.
Publicado: (2020)

Editorial: Cognitive Enhancement in Psychiatric Disorders
por: Sumiyoshi, Tomiki, et al.
Publicado: (2019)

Case Report: Anti-N-Methyl-D-Aspartate Receptor Encephalitis Manifesting With an Isolated Psychiatric Episode and Normal Ancillary Tests
por: Pavǎl, Denis, et al.
Publicado: (2022)

Suicidal behaviour: emergency department attendance for suicidal recurrence and other psychiatric or medical reasons in the 6 months following the index episode
por: Ana-Isabel, De Santiago-Díaz, et al.
Publicado: (2021)

Gyrification patterns in first-episode, drug-naïve major depression: Associations with plasma levels of brain-derived neurotrophic factor and psychiatric symptoms
por: Natsuyama, Tomoya, et al.
Publicado: (2023)

Vitamin D status in children with a psychiatric diagnosis, autism spectrum disorders, or internalizing disorders
por: Muskens, Jet, et al.
Publicado: (2022)

Editorial: Low-Intensity Interventions for Psychiatric Disorders
por: Sijbrandij, Marit, et al.
Publicado: (2020)

Vitamin D Deficiency During Pregnancy and Autism Spectrum Disorders Development
por: Principi, Nicola, et al.
Publicado: (2020)

Linking Primary and Secondary Care after Psychiatric Hospitalization: Comparison between Transitional Case Management Setting and Routine Care for Common Mental Disorders
por: Bonsack, Charles, et al.
Publicado: (2016)

Promises, Pitfalls, and Basic Guidelines for Applying Machine Learning Classifiers to Psychiatric Imaging Data, with Autism as an Example
por: Kassraian-Fard, Pegah, et al.
Publicado: (2016)

Classification of Suicide Attempts through a Machine Learning Algorithm Based on Multiple Systemic Psychiatric Scales
por: Oh, Jihoon, et al.
Publicado: (2017)

Identification of Major Psychiatric Disorders From Resting-State Electroencephalography Using a Machine Learning Approach
por: Park, Su Mi, et al.
Publicado: (2021)

Analysis of polyunsaturated fatty acids in antipsychotic-free individuals with at-risk mental state and patients with first-episode schizophrenia
por: Le, Anh Thi Phuong, et al.
Publicado: (2023)

Police Encounters, Agitation, Diagnosis, and Employment Predict Psychiatric Hospitalisation of Intensive Home Treatment Patients During a Psychiatric Crisis
por: Barakat, Ansam, et al.
Publicado: (2021)

Altered Activity of SK Channel Underpins Morphine Withdrawal Relevant Psychiatric Deficiency in Infralimbic to Accumbens Shell Pathway
por: Qu, Liang, et al.
Publicado: (2019)

Prevalence and Correlates of Vitamin D Deficiency in a Sample of 290 Inpatients With Mental Illness
por: Cuomo, Alessandro, et al.
Publicado: (2019)

Abnormal voxel-mirrored homotopic connectivity in first-episode major depressive disorder using fMRI: a machine learning approach
por: Chen, Qing, et al.
Publicado: (2023)

Editorial: The Interplay Between Long-Term Psychiatric Disorders and Age-Related Brain Changes
por: Alves, Gilberto Sousa, et al.
Publicado: (2022)

Vitamin-D Deficiency As a Potential Environmental Risk Factor in Multiple Sclerosis, Schizophrenia, and Autism
por: Kočovská, Eva, et al.
Publicado: (2017)

Transcriptome Changes in Relation to Manic Episode
por: Lee, Ya-Chin, et al.
Publicado: (2019)

White Matter Microstructural Changes and Episodic Memory Disturbances in Late-Onset Bipolar Disorder
por: Alves, Gilberto Sousa, et al.
Publicado: (2018)

Thiamine Deficiency in a Patient With Schizophrenia: Precautions and Countermeasures for Subclinical Thiamine Deficiency
por: Ishida, Mayumi, et al.
Publicado: (2023)

The virtues in psychiatric treatment
por: Peteet, John Raymond
Publicado: (2023)

Measuring Seclusion in Psychiatric Intensive Care: Development and Measurement Properties of the Clinical Seclusion Checklist
por: Ruud, Torleif, et al.
Publicado: (2021)

Is It Possible to Predict the Future in First-Episode Psychosis?
por: Suvisaari, Jaana, et al.
Publicado: (2018)

Predicting non-improvement of symptoms in daily mental healthcare practice using routinely collected patient-level data: a machine learning approach
por: Franken, Katinka, et al.
Publicado: (2023)

First-Episode Patients Report Cognitive Difficulties in Executive Functioning 1 Year After Initial Episode of Major Depressive Disorder
por: Schmid, Marit, et al.
Publicado: (2021)

Abnormal degree centrality in first-episode medication-free adolescent depression at rest: A functional magnetic resonance imaging study and support vector machine analysis
por: Guo, Xin, et al.
Publicado: (2022)

Health Control Beliefs and Attitude Toward Treatment in Psychiatric and Non-Psychiatric Clinical Samples
por: Pogany, Laszlo, et al.
Publicado: (2021)

Responding to the COVID-19 outbreak as a therapeutic community in a forensic psychiatric ward in Japan–A reconsideration of the role of therapeutic community in disasters
por: Kashiwagi, Hiroko, et al.
Publicado: (2022)

Reduced Frequency of Cases with Seclusion Is Associated with “Opening the Doors” of a Psychiatric Intensive Care Unit
por: Hochstrasser, Lisa, et al.
Publicado: (2018)

Migrants With Schizophrenia in Forensic Psychiatric Hospitals Benefit From High-Intensity Second Language Programs
por: Lutz, Maximilian, et al.
Publicado: (2021)

Editorial: Psychiatric Disorder in Veterans
por: Pasinetti, Giulio M., et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_2s6m73mteqve4uguf4hklnsr3h