Differentiation of cirrhotic patients with and without hepatic encephalopathy from the analysis of fine motor patterns: A pilot study with the Leap Motion Controller

Detalhes bibliográficos
Autor(a) principal: Maia, Manoel Miqueias
Data de Publicação: 2021
Outros Autores: Pessoa, Francisco Sérgio Rangel de Paula, Oliveira, Cássio Pinheiro, Nobre, Paulo Henrique Pessoa, Salgueiro, Cristiane Clemente de Mello
Tipo de documento: Artigo
Idioma: por
Título da fonte: Research, Society and Development
Texto Completo: https://rsdjournal.org/index.php/rsd/article/view/16749
Resumo: Aim: analyze the motor precision of cirrhotic patients with or without hepatic encephalopathy (HE), in different severities, through the geospatial capture of the hands. Methodology: The target audience was patients at the Gastroenterology Service of a tertiary hospital in Northeastern Brazil. Data were collected from three groups of patients (A, unidentified EH; B, grade I EH and; C, grade II EH). Motricity data collection was performed with the Leap Motion Controller (LMC). The collected data were composed by the position of 16 points of the hands in three dimensions that, in sequence, were converted into distance between two points. Results: 60 patients with a mean age of 54.6 (± 14.7) years were included. The Kruskal-Wallis and Dunn tests indicated differences in the medians of the variables for the three groups (p < 0.05). The graphical representations show a difference in motor precision between the groups in an index of 100% of the variables, with variations with a tendency of C > B > A in 87.5% of the cases. The frequency of movement of the fingers, of both hands, had the potential to differentiate the groups. Direction is more discriminating than position and speed. Conclusion: The results suggest the possibility of differentiating the classes of patients and that the progression of motor deviation is one of the complications of the worsening of the disease.
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spelling Differentiation of cirrhotic patients with and without hepatic encephalopathy from the analysis of fine motor patterns: A pilot study with the Leap Motion Controller Diferenciación de pacientes cirróticos con y sin encefalopatía hepática a partir del análisis de patrones de motricidad fina: Un estudio piloto con el Leap Motion Controller Diferenciação de pacientes cirróticos com e sem encefalopatia hepática a partir da análise de padrões motores finos: Um estudo piloto com o Leap Motion Controller Hepatic EncephalopathyMovementPilot projects.Encefalopatía HepáticaMovimientoProyecto de piloto.Encefalopatia HepáticaMovimentoProjetos piloto.Aim: analyze the motor precision of cirrhotic patients with or without hepatic encephalopathy (HE), in different severities, through the geospatial capture of the hands. Methodology: The target audience was patients at the Gastroenterology Service of a tertiary hospital in Northeastern Brazil. Data were collected from three groups of patients (A, unidentified EH; B, grade I EH and; C, grade II EH). Motricity data collection was performed with the Leap Motion Controller (LMC). The collected data were composed by the position of 16 points of the hands in three dimensions that, in sequence, were converted into distance between two points. Results: 60 patients with a mean age of 54.6 (± 14.7) years were included. The Kruskal-Wallis and Dunn tests indicated differences in the medians of the variables for the three groups (p < 0.05). The graphical representations show a difference in motor precision between the groups in an index of 100% of the variables, with variations with a tendency of C > B > A in 87.5% of the cases. The frequency of movement of the fingers, of both hands, had the potential to differentiate the groups. Direction is more discriminating than position and speed. Conclusion: The results suggest the possibility of differentiating the classes of patients and that the progression of motor deviation is one of the complications of the worsening of the disease.Objetivo: analizar la precisión motora de pacientes cirróticos con o sin encefalopatía hepática (EH), en diferentes severidades, a través de la captura geoespacial de las manos. Metodología: El público objetivo fueron los pacientes del Servicio de Gastroenterología de un hospital terciario del Nordeste de Brasil. Se recogieron datos de tres grupos de pacientes (A, EH no identificado; B, EH grado I y; C, EH grado II). La recolección de datos de motricidad se realizó con el Leap Motion Controller (LMC). Los datos recolectados fueron compuestos por la posición de 16 puntos de las manos en tres dimensiones que, en secuencia, se convirtieron en distancia entre dos puntos. Resultados: se incluyeron 60 pacientes con una edad media de 54,6 (± 14,7) años. Las pruebas de Kruskal-Wallis y Dunn indicaron diferencias en las medianas de las variables para los tres grupos (p <0.05). Las representaciones gráficas muestran una diferencia en la precisión motora entre los grupos en un índice del 100% de las variables, con variaciones con tendencia de C> B> A en el 87,5% de los casos. La frecuencia de movimiento de los dedos, de ambas manos, tenía el potencial de diferenciar los grupos. La dirección discrimina más que la posición y la velocidad. Conclusión: Los resultados sugieren la posibilidad de diferenciar las clases de pacientes y que la progresión de la desviación motora es una de las complicaciones del agravamiento de la enfermedad.Objetivo: analisar a precisão motora de pacientes cirróticos com ou sem encefalopatia hepática (EH), em diferentes gravidades, por meio da captura geoespacial das mãos. Metodologia: O público-alvo foram os pacientes do Serviço de Gastroenterologia de um hospital terciário do Nordeste do Brasil. Os dados foram coletados em três grupos de pacientes (A, EH não identificado; B, EH grau I e; C, EH grau II). A coleta dos dados de motricidade foi realizada com o Leap Motion Controller (LMC). Os dados coletados foram compostos pela posição de 16 pontos das mãos em três dimensões que, em sequência, foram convertidas em distância entre dois pontos. Resultados: Foram incluídos 60 pacientes com idade média de 54,6 (± 14,7) anos. Os testes de Kruskal-Wallis e Dunn indicaram diferenças nas medianas das variáveis ​​para os três grupos (p <0,05). As representações gráficas mostram uma diferença na precisão motora entre os grupos em um índice de 100% das variáveis, com variações com tendência de C > B > A em 87,5% dos casos. As frequências de movimento dos dedos, de ambas as mãos, tiveram o potencial de diferenciar os grupos. A direção é mais discriminativa do que a posição e a velocidade. Conclusão: Os resultados sugerem a possibilidade de diferenciar as classes de pacientes e que a progressão do desvio motor é uma das complicações do agravamento da doença.Research, Society and Development2021-06-30info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/1674910.33448/rsd-v10i7.16749Research, Society and Development; Vol. 10 No. 7; e48310716749Research, Society and Development; Vol. 10 Núm. 7; e48310716749Research, Society and Development; v. 10 n. 7; e483107167492525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIporhttps://rsdjournal.org/index.php/rsd/article/view/16749/15047Copyright (c) 2021 Manoel Miqueias Maia; Francisco Sérgio Rangel de Paula Pessoa; Cássio Pinheiro Oliveira; Paulo Henrique Pessoa Nobre; Cristiane Clemente de Mello Salgueirohttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessMaia, Manoel MiqueiasPessoa, Francisco Sérgio Rangel de Paula Oliveira, Cássio PinheiroNobre, Paulo Henrique Pessoa Salgueiro, Cristiane Clemente de Mello 2021-07-18T21:07:03Zoai:ojs.pkp.sfu.ca:article/16749Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2024-01-17T09:37:13.372995Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false
dc.title.none.fl_str_mv Differentiation of cirrhotic patients with and without hepatic encephalopathy from the analysis of fine motor patterns: A pilot study with the Leap Motion Controller
Diferenciación de pacientes cirróticos con y sin encefalopatía hepática a partir del análisis de patrones de motricidad fina: Un estudio piloto con el Leap Motion Controller
Diferenciação de pacientes cirróticos com e sem encefalopatia hepática a partir da análise de padrões motores finos: Um estudo piloto com o Leap Motion Controller
title Differentiation of cirrhotic patients with and without hepatic encephalopathy from the analysis of fine motor patterns: A pilot study with the Leap Motion Controller
spellingShingle Differentiation of cirrhotic patients with and without hepatic encephalopathy from the analysis of fine motor patterns: A pilot study with the Leap Motion Controller
Maia, Manoel Miqueias
Hepatic Encephalopathy
Movement
Pilot projects.
Encefalopatía Hepática
Movimiento
Proyecto de piloto.
Encefalopatia Hepática
Movimento
Projetos piloto.
title_short Differentiation of cirrhotic patients with and without hepatic encephalopathy from the analysis of fine motor patterns: A pilot study with the Leap Motion Controller
title_full Differentiation of cirrhotic patients with and without hepatic encephalopathy from the analysis of fine motor patterns: A pilot study with the Leap Motion Controller
title_fullStr Differentiation of cirrhotic patients with and without hepatic encephalopathy from the analysis of fine motor patterns: A pilot study with the Leap Motion Controller
title_full_unstemmed Differentiation of cirrhotic patients with and without hepatic encephalopathy from the analysis of fine motor patterns: A pilot study with the Leap Motion Controller
title_sort Differentiation of cirrhotic patients with and without hepatic encephalopathy from the analysis of fine motor patterns: A pilot study with the Leap Motion Controller
author Maia, Manoel Miqueias
author_facet Maia, Manoel Miqueias
Pessoa, Francisco Sérgio Rangel de Paula
Oliveira, Cássio Pinheiro
Nobre, Paulo Henrique Pessoa
Salgueiro, Cristiane Clemente de Mello
author_role author
author2 Pessoa, Francisco Sérgio Rangel de Paula
Oliveira, Cássio Pinheiro
Nobre, Paulo Henrique Pessoa
Salgueiro, Cristiane Clemente de Mello
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Maia, Manoel Miqueias
Pessoa, Francisco Sérgio Rangel de Paula
Oliveira, Cássio Pinheiro
Nobre, Paulo Henrique Pessoa
Salgueiro, Cristiane Clemente de Mello
dc.subject.por.fl_str_mv Hepatic Encephalopathy
Movement
Pilot projects.
Encefalopatía Hepática
Movimiento
Proyecto de piloto.
Encefalopatia Hepática
Movimento
Projetos piloto.
topic Hepatic Encephalopathy
Movement
Pilot projects.
Encefalopatía Hepática
Movimiento
Proyecto de piloto.
Encefalopatia Hepática
Movimento
Projetos piloto.
description Aim: analyze the motor precision of cirrhotic patients with or without hepatic encephalopathy (HE), in different severities, through the geospatial capture of the hands. Methodology: The target audience was patients at the Gastroenterology Service of a tertiary hospital in Northeastern Brazil. Data were collected from three groups of patients (A, unidentified EH; B, grade I EH and; C, grade II EH). Motricity data collection was performed with the Leap Motion Controller (LMC). The collected data were composed by the position of 16 points of the hands in three dimensions that, in sequence, were converted into distance between two points. Results: 60 patients with a mean age of 54.6 (± 14.7) years were included. The Kruskal-Wallis and Dunn tests indicated differences in the medians of the variables for the three groups (p < 0.05). The graphical representations show a difference in motor precision between the groups in an index of 100% of the variables, with variations with a tendency of C > B > A in 87.5% of the cases. The frequency of movement of the fingers, of both hands, had the potential to differentiate the groups. Direction is more discriminating than position and speed. Conclusion: The results suggest the possibility of differentiating the classes of patients and that the progression of motor deviation is one of the complications of the worsening of the disease.
publishDate 2021
dc.date.none.fl_str_mv 2021-06-30
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv https://rsdjournal.org/index.php/rsd/article/view/16749
10.33448/rsd-v10i7.16749
url https://rsdjournal.org/index.php/rsd/article/view/16749
identifier_str_mv 10.33448/rsd-v10i7.16749
dc.language.iso.fl_str_mv por
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dc.relation.none.fl_str_mv https://rsdjournal.org/index.php/rsd/article/view/16749/15047
dc.rights.driver.fl_str_mv https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Research, Society and Development
publisher.none.fl_str_mv Research, Society and Development
dc.source.none.fl_str_mv Research, Society and Development; Vol. 10 No. 7; e48310716749
Research, Society and Development; Vol. 10 Núm. 7; e48310716749
Research, Society and Development; v. 10 n. 7; e48310716749
2525-3409
reponame:Research, Society and Development
instname:Universidade Federal de Itajubá (UNIFEI)
instacron:UNIFEI
instname_str Universidade Federal de Itajubá (UNIFEI)
instacron_str UNIFEI
institution UNIFEI
reponame_str Research, Society and Development
collection Research, Society and Development
repository.name.fl_str_mv Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)
repository.mail.fl_str_mv rsd.articles@gmail.com
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