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BACKGROUND AND OBJECTIVES: This study aimed to compare socio-cognitive skills and emotion comprehension between children with Autism Spectrum Disorder (ASD) and children with neurotypical development. METHODS: This quantitative, cross-sectional, controlled study involved 19 children in each group, matched by age (6-12 years) and sex. The assessments examined cognitive aspects (Intelligence Quotient was assessed using the Vocabulary and Matrix Reasoning subtests; working memory using the digit span and letter-number sequencing subtests; attention using the Continuous Performance Test - Identical Pairs; and executive functions using the Trail Making Test), social functions (Children's Social Skills, Behavior Problems, and Academic Competence Inventory), and emotion comprehension (language was assessed using the Strange Stories Test; emotional facial expressions using the digital emotion comprehension test; emotional/affective prosody using the Profiling Elements of Prosody in Speech-Communication - Brazilian Portuguese adapted version). RESULTS: The group with ASD exhibited better performance in executive functions (p=0.02). However, they lagged the control group in social skills (p=0.04), behavior problems (p=0.03), and emotion comprehension (language, facial expressions, and prosody) (all p<0.05). CONCLUSION: The findings indicate that children with ASD have diminished performance in social skills and emotion comprehension compared to children with neurotypical development. Therefore, the development of technologies and/or therapeutic interventions that address these deficits among children with ASD is recommended.

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This research letter presents the co-design process for RG4Face, a mime therapy-based serious game that uses computer vision for human facial movement recognition and estimation to help health care professionals and patients in the facial rehabilitation process.

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RESUMO Objetivo avaliar a capacidade de estudantes de medicina para reconhecer emoções pela voz e expressão facial, por meio de avaliações de percepção emocional da entonação vocal e das expressões faciais. Métodos estudo com delineamento transversal observacional. Para avaliação do reconhecimento de emoções pelas expressões faciais, utilizou-se um teste composto por 20 vídeos de microexpressões faciais e, para avaliação do reconhecimento emocional pela voz, utilizou-se o Protocolo de Reconhecimento de Emoções Prosódicas Básicas, baseado no banco de dados de Burkhardt. Para análise estatística, foram utilizados os testes de Friedman, Shapiro-Wilk, teste t de Student ou Mann-Whitney e o coeficiente de correlação de Pearson ou Spearman. Resultados o estudo foi composto por 38 alunos, com média de idade de 20,8 (±2,5). O reconhecimento de emoções pela voz foi significativamente superior, comparado com os resultados do teste de reconhecimento de emoções pelas expressões faciais. Houve correlação positiva entre a idade e a habilidade de reconhecer emoções pelas expressões faciais. O gênero masculino apresentou taxa significativa de acertos, superior ao gênero feminino na habilidade de reconhecer emoções pela expressão facial. As emoções com maior média de acertos pela expressão facial foram surpresa, alegria e desprezo, enquanto, por meio da voz, as emoções foram raiva, medo e tristeza. Conclusão a capacidade de reconhecimento de emoções por estudantes de medicina foi maior na avaliação de percepção emocional por meio da voz.

ABSTRACT Purpose To evaluate the ability of medical students to recognize emotions through voice and facial expression through assessments of emotional perception of vocal intonation and functional expressions. Methods Observational cross-sectional study. To evaluate the recognition of emotions by facial expressions, a test composed of 20 videos of facial microexpressions was used, and to evaluate the emotional recognition by voice, the protocol of prosodic impressions of basic emotions, based on the Burkhardt database, was used. For statistical analysis, the Friedman, Shapiro-Wilk, Student t, Mann-Whitney and Pearson or Spearman correlation coefficient tests were used. Results The study consisted of 38 students, with an average age of 20.8 (±2.5). The recognition of emotions through the voice was significantly superior to the one through facial expressions. There was a positive correlation between age and the ability to recognize emotions through facial expressions. Males had a significantly higher hit rate than females in the ability to recognize emotions through facial expression. The emotions with the highest average success rates through facial expression were surprise, joy and contempt, while, through the voice, the emotions were anger, fear and sadness. Conclusion The ability to recognize emotions by medical students was greater when assessing emotional perception through the voice.

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The privacy problem of facial recognition technology is that commercial companies obtain people's facial information without the consent of individuals and use facial information to infringe on the privacy of individuals. The importance of human privacy in facial recognition technology is reflected through facial ethics, which requires others to perform corresponding obligations to individuals, such as oral care. Through the analysis of the privacy issues of facial recognition technology, it is found that the two elements of "without personal informed" and "without personal consent" together form the basis for commercial companies to violate personal privacy. The principle of informed consent includes the principle of informed and the principle of consent, which is derived from the principle of informed consent in medical ethics. This paper improves the principles of informed consent in medicine and ethics to better address facial recognition privacy issues.

El problema de la privacidad en la tecnología de reconocimiento facial es que las empresas comerciales obtienen información facial de las personas sin el consentimiento de éstas y utilizan la información facial para vulnerar la privacidad de las personas. La importancia de la privacidad de las personas en la tecnología de reconocimiento facial se refleja a través de la ética facial, que exige que otros cumplan las obligaciones correspondientes con los individuos, como el cuidado bucal. A través del análisis de los problemas de privacidad de la tecnología de reconocimiento facial se descubre que los dos elementos de "sin información personal" y "sin consentimiento personal" juntos forman la base para que las empresas comerciales violen la privacidad personal. El principio de consentimiento informado incluye el de información y el de consentimiento, que se deriva del principio de consentimiento informado de la ética médica. Este artículo mejora los principios del consentimiento informado en medicina y ética para abordar mejor los problemas de privacidad del reconocimiento facial.

A questão da privacidade na tecnologia de reconhecimento facial é que as companhias comerciais obtém informações faciais das pessoas sem seu consentimento e usam informação facial para infringir sua privacidade. A importância da privacidade humana na tecnologia de reconhecimento facial é refletida através da ética facial, que exige que se cumpram obrigações correspondentes para com os indivíduos, da mesma forma como com cuidados orais. Através da análise de aspectos de privacidade na tecnologia de reconhecimento facial, encontrou-se que os dois elementos "sem informação pessoal" e "sem consentimento pessoal" juntos, formam a base para companhias comerciais violarem a privacidade pessoal. O princípio do consentimento informado inclui o princípio de informação e o princípio de consentimento, os quais derivam do princípio do consentimento informado em ética médica. Esse artigo melhora os princípios do consentimento informado em medicina e ética para melhor incluir aspectos de privacidade no reconhecimento facial.

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OBJECTIVE: To describe the challenges and perspectives of the automation of pain assessment in the Neonatal Intensive Care Unit. DATA SOURCES: A search for scientific articles published in the last 10 years on automated neonatal pain assessment was conducted in the main Databases of the Health Area and Engineering Journal Portals, using the descriptors: Pain Measurement, Newborn, Artificial Intelligence, Computer Systems, Software, Automated Facial Recognition. SUMMARY OF FINDINGS: Fifteen articles were selected and allowed a broad reflection on first, the literature search did not return the various automatic methods that exist to date, and those that exist are not effective enough to replace the human eye; second, computational methods are not yet able to automatically detect pain on partially covered faces and need to be tested during the natural movement of the neonate and with different light intensities; third, for research to advance in this area, databases are needed with more neonatal facial images available for the study of computational methods. CONCLUSION: There is still a gap between computational methods developed for automated neonatal pain assessment and a practical application that can be used at the bedside in real-time, that is sensitive, specific, and with good accuracy. The studies reviewed described limitations that could be minimized with the development of a tool that identifies pain by analyzing only free facial regions, and the creation and feasibility of a synthetic database of neonatal facial images that is freely available to researchers.

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Monitoring wildlife populations to determine changing abundance is the basis for conservation strategies and interventions. Monitoring, however, is expensive, and we lack baseline data for countless species and landscapes around the globe. One solution is to utilize methods that leverage observations collected by everyday people. Humans are not only excellent sensors for diverse data, but possess a remarkable ability to process data and differentiate patterns with minimal training. Here, we explored the potential for people, including guides who work in tourism in southern Patagonia, to determine whether paired photographs of puma (Puma concolor puma) faces were the same individual, akin to a computer-led Siamese network analysis. Overall, participants performed well (average score of 92.2 %) and we detected no differences in local people versus those from the USA, or differences due to differential experience working with pumas. Based on these results, we built a historic capture-recapture dataset of individual pumas collected by local guides and report annual abundance for a portion of the Torres del Paine UNESCO Biosphere in southern Chile, an area lacking such data and of critical conservation for the species. Our results highlight the innate capabilities of human computers and their potential for contributing to wildlife surveys in novel ways to increase science capacity.

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Resumo O desenvolvimento de novas tecnologias fez nascer ferramentas que auxiliam no processo de identificação de indivíduos, possibilitando confirmar identidades e ajudando a solucionar crimes, ao permitir confirmar o encontro de pessoas desaparecidas ou vítimas de acidentes, por exemplo. Entretanto, um importante questionamento ético precisa ser observado: os fins sempre justificam os meios? A identificação facial a partir de imagens coletadas por câmeras de circuito fechado de televisão ou a análise de registros fotográficos são capazes de confirmar a identidade de alguém inequivocamente? Impressões digitais ou labiais podem ser utilizadas, em qualquer hipótese, em um confronto dactiloscópico? O conhecimento sobre as limitações dos métodos técnicos científicos utilizados em comparações de caracteres morfológicos permite que o resultado do perito papiloscopista atenda a dois princípios basilares constitucionais: a legalidade e o direito da pessoa humana. Ao respeitá-los, estará agindo conforme os limites éticos.

Abstract Technological advancements have generated tools to help with identifying individuals, allowing to verify identities and solve crimes by confirming found missing persons or accident victims, for example. An important ethical question, however, arises: do the ends always justify the means? Can facial identification from images collected by closed-circuit television cameras or analysis of photographic records confirm someone's identity unequivocally? Can fingerprints or lip prints be used for any dactyloscopy? Knowing the limitations of scientific technical methods used in morphological comparisons allows examiners to comply with two fundamental constitutional principles: that of legality and right of the human person. By respecting them, examiners will be acting according to ethical limits.

Resumen El desarrollo de nuevas tecnologías dio lugar a herramientas que ayudan en el proceso de identificación de personas, lo que posibilita la confirmación de identidades y contribuye a la resolución de delitos al permitir confirmar, por ejemplo, a personas desaparecidas o víctimas de accidentes. Sin embargo, es necesario observar una cuestión ética importante: ¿el fin siempre justifica los medios? ¿La identificación facial desde imágenes captadas por cámaras de circuito cerrado de televisión o el análisis de registros fotográficos puede confirmar inequívocamente la identidad de una persona? ¿Se pueden utilizar huellas dactilares o labiales, bajo cualquier circunstancia, en un enfrentamiento dactiloscópico? El conocimiento sobre las limitaciones de los métodos técnicos y científicos utilizados en las comparaciones de caracteres morfológicos permite que el resultado del perito en papiloscopía responda a dos principios constitucionales básicos: la legalidad y el derecho de la persona humana. Al respetarlos se estará actuando dentro de los límites éticos.

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Abstract Objective: To describe the challenges and perspectives of the automation of pain assessment in the Neonatal Intensive Care Unit. Data sources: A search for scientific articles published in the last 10 years on automated neonatal pain assessment was conducted in the main Databases of the Health Area and Engineering Journal Portals, using the descriptors: Pain Measurement, Newborn, Artificial Intelligence, Computer Systems, Software, Automated Facial Recognition. Summary of findings: Fifteen articles were selected and allowed a broad reflection on first, the literature search did not return the various automatic methods that exist to date, and those that exist are not effective enough to replace the human eye; second, computational methods are not yet able to automatically detect pain on partially covered faces and need to be tested during the natural movement of the neonate and with different light intensities; third, for research to advance in this area, databases are needed with more neonatal facial images available for the study of computational methods. Conclusion: There is still a gap between computational methods developed for automated neonatal pain assessment and a practical application that can be used at the bedside in real-time, that is sensitive, specific, and with good accuracy. The studies reviewed described limitations that could be minimized with the development of a tool that identifies pain by analyzing only free facial regions, and the creation and feasibility of a synthetic database of neonatal facial images that is freely available to researchers.

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Resumo Racismo e tecnologia são importantes mediadores societários, hierarquizando grupos e reproduzindo privilégios e exclusões. Podem, contudo, inviabilizar denúncias de desigualdades, seja pelo "mito da democracia racial" ou pela ideia de neutralidade da tecnologia. Discutiremos a eficácia da articulação entre racismo e tecnologia por conta de uma dupla opacidade: negação do racismo e a negação política da tecnologia. Trazemos o reconhecimento facial como aparato sociotécnico que, articulado aos corpos negros e a realidades brasileiras, ora produz invisibilidades, ora reacentua visibilidades. A pesquisa teórica reúne conceitos do pensamento social brasileiro, versando sobre relações raciais e criminologia marginal, bem como autores do campo da Ciência, Tecnologia e Sociedade (CTS), que nos auxiliam a explicitar a não neutralidade da tecnologia e a politização da gestão algorítmica. Concluímos pela necessária ampliação das vozes dissonantes que denunciam o racismo na produção de técnicas pretensamente neutras, numa proposição cosmopolítica, de modo a poder "decidir com" as pessoas que são reconhecidas ou invisibilizadas.

Resumen El racismo y la tecnología son importantes mediadores sociales, jerarquizan grupos, reproducen privilegios y exclusiones. Sin embargo, pueden hacer inviable denunciar las desigualdades, ya sea por el "mito de la democracia racial" o por la "neutralidad de la tecnología". Discutiremos la efectividad de la articulación entre racismo y tecnología debido a una doble opacidad: la negación del racismo y la negación política de la tecnología. Presentamos el reconocimiento facial como un aparato sociotécnico que, articulado con los cuerpos negros y las realidades brasileñas, a veces produce invisibilidades y as veces vuelve a enfatizar las visibilidades. La investigación teórica reúne conceptos del pensamiento social brasileño que abordan las relaciones raciales y la criminología marginal, así como autores del campo de la ciencia, tecnología y sociedad (CTS), que nos ayudan a explicar la no neutralidad de la tecnología y la politización de la gestión algorítmica. Concluimos por la necesaria amplificación de voces disonantes que denuncian el racismo en la producción de técnicas supuestamente neutrales, una propuesta cosmopolítica, para poder "decidir con" las personas reconocidas o invisibilizadas.

Abstract Racism and technology are important societal mediators, hierarchizing groups and reproducing privileges and exclusions. They can, however, make reports of inequalities unfeasible, due to the "myth of racial democracy" or the idea of technology neutrality. We discuss the effectiveness of the articulation between racism and technology due to a double opacity: denial of racism and political denial of technology. We bring facial recognition as a sociotechnical apparatus that, articulated with black bodies and Brazilian realities, sometimes produces invisibilities, sometimes re-emphasizes visibilities. The theoretical research brings together concepts from Brazilian social thought, dealing with racial relations and marginal criminology, as well as authors from the field of Science, Technology and Society (STS), who help us to explain the non-neutrality of technology and the politicization of algorithmic management. We conclude by the necessary amplification of dissonant voices that denounce racism in the production of supposedly neutral techniques, in a cosmopolitical proposition, in order to be able to "decide with" the people who are recognized or made invisible.

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Resumen Este capítulo del libro Racismo algorítmico: inteligência artificial e discriminação nas redes digitais (Racismo algorítmico: inteligencia artificial y discriminación en redes digitales), publicado por el autor en 2022, demuestra el racismo codificado en la inteligencia artificial. Aborda la violencia material y simbólica, a menudo letal, infligida a personas y poblaciones negras y pobres mediante el despliegue de sistemas predictivos construidos y retroalimentados a partir de conjuntos de datos que reflejan una historia de explotación y segregación. Comienza con un panorama histórico de la normalización de la hipervigilancia y el control violento sobre poblaciones racializadas en Estados Unidos y Brasil. Luego muestra la continuidad de ese control por parte de los sistemas de clasificación algorítmicos contemporáneos, como el reconocimiento facial, la vigilancia predictiva y las puntuaciones de riesgo en seguridad y salud. Alineados con las narrativas oficiales de armonía racial y la justificación meritocrática de la política daltónica, sus desarrolladores, las empresas privadas e instituciones públicas que los emplean los consideran neutrales e ignoran insidiosamente sus prejuicios.

Resumo Este capítulo do livro Racismo algorítmico: inteligência artificial e discriminação nas redes digitalis, publicado pelo autor em 2022, demonstra o racismo codificado na inteligência artificial. Aborda a violência material e simbólica, muitas vezes letal, infligida a indivíduos e populações negras e pobres, através da implementação de sistemas preditivos baseados e realimentados a partir de conjuntos de dados que refletem uma história de exploração e segregação. Começa com um panorama histórico da normalização da hipervigilância e do controle violento sobre populações racializadas nos Estados Unidos e no Brasil. Em seguida, mostra a continuidade desse controle por sistemas contemporâneos de classificação algorítmica, como o reconhecimento facial, a vigilância preditiva e as escalas de risco em segurança e saúde. Alinhados com narrativas oficiais de harmonia racial e com a justificativa meritocrática da política daltônica, seus desenvolvedores, as empresas privadas e as instituições públicas que os empregam, consideram-nos neutros e ignoram insidiosamente os seus preconceitos.

Abstract This chapter of the author's 2022 book Racismo algorítmico: inteligência artificial e discriminação nas redes digitais (Algorithmic racism: artificial intelligence and discrimination in digital networks) demonstrates the racism encoded in artificial intelligence. It addresses the material and symbolic, often lethal, violence inflicted upon Black and poor individuals and populations by the deployment of predictive systems built and backfed from datasets that reflect a history of exploitation and segregation. It begins with a historical overview of the normalisation of hypervigilance and violent control over racialized populations in the United States and in Brazil. It then shows the continuity of that control by contemporary algorithmic classification systems such as facial recognition, predictive policing, and health and security risk scores. Aligned with official narratives of racial harmony and the meritocratic justification of colour-blind policy, they are deemed neutral by their developers, private enterprises and the public institutions that employ them, who insidiously ignore their bias.

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Recognizing the other's emotions is an important skill for the social context that can be modulated by variables such as gender, age, and race. A number of studies seek to elaborate specific face databases to assess the recognition of basic emotions in different contexts. Objectives: This systematic review sought to gather these studies, describing and comparing the methodologies used in their elaboration. Methods: The databases used to select the articles were the following: PubMed, Web of Science, PsycInfo, and Scopus. The following word crossing was used: "Facial expression database OR Stimulus set AND development OR Validation." Results: A total of 36 articles showed that most of the studies used actors to express the emotions that were elicited from specific situations to generate the most spontaneous emotion possible. The databases were mainly composed of colorful and static stimuli. In addition, most of the studies sought to establish and describe patterns to record the stimuli, such as color of the garments used and background. The psychometric properties of the databases are also described. Conclusions: The data presented in this review point to the methodological heterogeneity among the studies. Nevertheless, we describe their patterns, contributing to the planning of new research studies that seek to create databases for new contexts.

Reconhecer as emoções do outro é uma habilidade importante para o contexto social, que pode ser modulada por variáveis como sexo, idade e raça. Vários estudos buscam elaborar bancos de faces específicos para avaliar o reconhecimento de emoções básicas em diferentes contextos. Objetivos: Esta revisão sistemática buscou reunir esses estudos, descrevendo e comparando as metodologias utilizadas em sua elaboração. Métodos: As bases de dados utilizadas para a seleção dos artigos foram: PubMed, Web of Science, PsycInfo e Scopus. Foi utilizado o seguinte cruzamento de palavras: "facial expression database OR stimulus set AND development OR validation". Resultados: O total de 36 artigos mostrou que a maioria dos estudos utilizou atores para expressar as emoções, que foram suscitadas de situações específicas para serem o mais espontâneas possível. Os bancos de faces foram compostos principalmente de estímulos coloridos e estáticos. Além disso, a maioria dos estudos buscou estabelecer e descrever padrões para registrar os estímulos, como a cor das roupas utilizadas e o fundo. As propriedades psicométricas dos bancos de faces também são descritas. Conclusões: Os dados apresentados nesta revisão apontam para a heterogeneidade metodológica entre os estudos. Apesar disso, descrevemos seus padrões, contribuindo para o planejamento de novas pesquisas que buscam criar bancos de faces específicos para novos contextos.

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ABSTRACT. Recognizing the other's emotions is an important skill for the social context that can be modulated by variables such as gender, age, and race. A number of studies seek to elaborate specific face databases to assess the recognition of basic emotions in different contexts. Objectives: This systematic review sought to gather these studies, describing and comparing the methodologies used in their elaboration. Methods: The databases used to select the articles were the following: PubMed, Web of Science, PsycInfo, and Scopus. The following word crossing was used: "Facial expression database OR Stimulus set AND development OR Validation." Results: A total of 36 articles showed that most of the studies used actors to express the emotions that were elicited from specific situations to generate the most spontaneous emotion possible. The databases were mainly composed of colorful and static stimuli. In addition, most of the studies sought to establish and describe patterns to record the stimuli, such as color of the garments used and background. The psychometric properties of the databases are also described. Conclusions: The data presented in this review point to the methodological heterogeneity among the studies. Nevertheless, we describe their patterns, contributing to the planning of new research studies that seek to create databases for new contexts.

RESUMO. Reconhecer as emoções do outro é uma habilidade importante para o contexto social, que pode ser modulada por variáveis como sexo, idade e raça. Vários estudos buscam elaborar bancos de faces específicos para avaliar o reconhecimento de emoções básicas em diferentes contextos. Objetivos: Esta revisão sistemática buscou reunir esses estudos, descrevendo e comparando as metodologias utilizadas em sua elaboração. Métodos: As bases de dados utilizadas para a seleção dos artigos foram: PubMed, Web of Science, PsycInfo e Scopus. Foi utilizado o seguinte cruzamento de palavras: "facial expression database OR stimulus set AND development OR validation". Resultados: O total de 36 artigos mostrou que a maioria dos estudos utilizou atores para expressar as emoções, que foram suscitadas de situações específicas para serem o mais espontâneas possível. Os bancos de faces foram compostos principalmente de estímulos coloridos e estáticos. Além disso, a maioria dos estudos buscou estabelecer e descrever padrões para registrar os estímulos, como a cor das roupas utilizadas e o fundo. As propriedades psicométricas dos bancos de faces também são descritas. Conclusões: Os dados apresentados nesta revisão apontam para a heterogeneidade metodológica entre os estudos. Apesar disso, descrevemos seus padrões, contribuindo para o planejamento de novas pesquisas que buscam criar bancos de faces específicos para novos contextos.

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ABSTRACT. Patients with Parkinson's disease (PwP) have face recognition difficulties. Objective: This study aimed to evaluate the difficulties of PwP in recognizing masked faces during the COVID-19 pandemic. Methods: A total of 64 PwP, 58 age-matched older healthy controls (OHCs), and 61 younger healthy controls (YHCs) were included in the study. The Benton Face Recognition Test - short form (BFRT-sf) and the 13-item questionnaire on face recognition difficulties due to masks during the pandemic developed by the authors were applied to all three study groups. Results: Both the PwP and OHC groups scored worse in BFRT-sf when compared with the YHC group (p<0.001 and p<0.001, respectively). The number of those who had difficulty in recognizing people seen every day and the number of those who asked people to remove their masks because they did not recognize them were higher in the PWP group (p=0.026 and p=0.002, respectively). The number of individuals who looked at the posture and gait of people when they did not recognize their masked faces and those who stated that this difficulty affected their daily lives were higher in the OHC group (p=0.002 and p=0.009, respectively). The number of participants whose difficulty in recognizing masked faces decreased over time was higher in the YHC group (p=0.003). Conclusions: The PwP group demonstrated similar performance to their peers but differed from the YHC group in recognizing masked faces. Knowing difficulties experienced by elderly people in recognizing people who are masked can increase awareness on this issue and enhance their social interaction in pandemic conditions through measures to be taken.

RESUMO. Pacientes com doença de Parkinson (PcP) têm dificuldades de reconhecimento facial. Objetivo: Avaliamos as dificuldades de PcP em reconhecer rostos mascarados durante a pandemia de COVID-19. Métodos: Incluímos 64 PcP, 58 controles saudáveis ​​mais velhos (CSVs) pareados por idade, 61 controles saudáveis mais jovens (CSJs) no estudo. O Benton Face Recognition Test-short form (BFRT-sf) e o questionário de 13 itens sobre dificuldades de reconhecimento facial devido a máscaras durante a pandemia desenvolvido pelos autores foram aplicados a todos os três grupos de estudo. Resultados: Ambos os grupos PcP e CSV tiveram pior pontuação no BFRT-sf quando comparados com o grupo CSJ (p<0,001 e p<0,001, respectivamente). O número daqueles que tiveram dificuldade em reconhecer as pessoas atendidas todos os dias e o número daqueles que pediram para as pessoas retirarem suas máscaras por não as reconhecer foram maiores no grupo PcP (p=0,026 e p=0,002, respectivamente). O número de indivíduos que olharam para a postura e marcha das pessoas quando não reconheceram seus rostos mascarados e aqueles que afirmaram que essa dificuldade afetou seu cotidiano foi maior no grupo CSV (p=0,002 e p=0,009, respectivamente). O número de participantes cuja dificuldade em reconhecer rostos mascarados diminuiu ao longo do tempo foi maior no grupo CSJ (p=0,003). Conclusões: O grupo PcP demonstrou desempenho semelhante aos seus pares, mas diferiu do grupo CSJ no reconhecimento de rostos mascarados. Conhecer as dificuldades vivenciadas pelos idosos em reconhecer as pessoas mascaradas pode aumentar a conscientização sobre essa questão e potencializar sua interação social em condições de pandemia por meio de medidas a serem tomadas.

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O reconhecimento facial na prática pericial tem sido discutido e submetido a muitos questionamentos nos últimos anos. Esse fato decorre do avanço tecnológico e consequente aumento da demanda dos exames em imagens nos organismos policiais e periciais. No contexto internacional, o Facial Identification Scientific Working Group (FISWG) coordena um debate constante sobre o tema e aponta para as limitações e aplicação das técnicas envolvidas. O objetivo dessa revisão é de interpretar e sintetizar o conteúdo dos documentos disponibilizados pelo FISWG, introduzindo o tema àqueles que estão iniciando na prática do reconhecimento facial. Os documentos compreendem toda uma construção de conhecimento que se inicia na contextualização da técnica, apresentação de um código de ética, a padronização da nomenclatura e áreas anatômicas de interesse, características do treinamento, comunicação e indicação de fatores que influenciam no processo, tais como a idade e distorções de imagens. Sendo a área de interesse da Odontologia Legal, os profissionais dessa especialidade podem e devem estar preparados para exercer perícias dessa natureza

In forensic practice, facial recognition has been discussed and subjected to many questions in recent years. This fact is due to technological advances and consequent increase in the demand for imaging examinations by the police and forensic agencies. In the international context, the Facial Identification Scientific Working Group (FISWG) coordinates a constant debate on the subject and points to the limitations and application of the techniques. The aim of this review is to interpret and synthesize the content of the documents made available by the FISWG, introducing the theme to those who are starting in the practice of facial recognition. The documents comprise a full construction of knowledge that begins in the contextualization of the technique, presentation of a code of ethics, standardization of nomenclature and anatomical areas of interest, characteristics of training, communication and indication of factors that influence the process, such as age and image distortions. Being the area of interest of Legal Dentistry, professionals of this specialty can and should be prepared to practice expertise of this nature

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Patients with Parkinson's disease (PwP) have face recognition difficulties. Objective: This study aimed to evaluate the difficulties of PwP in recognizing masked faces during the COVID-19 pandemic. Methods: A total of 64 PwP, 58 age-matched older healthy controls (OHCs), and 61 younger healthy controls (YHCs) were included in the study. The Benton Face Recognition Test - short form (BFRT-sf) and the 13-item questionnaire on face recognition difficulties due to masks during the pandemic developed by the authors were applied to all three study groups. Results: Both the PwP and OHC groups scored worse in BFRT-sf when compared with the YHC group (p<0.001 and p<0.001, respectively). The number of those who had difficulty in recognizing people seen every day and the number of those who asked people to remove their masks because they did not recognize them were higher in the PWP group (p=0.026 and p=0.002, respectively). The number of individuals who looked at the posture and gait of people when they did not recognize their masked faces and those who stated that this difficulty affected their daily lives were higher in the OHC group (p=0.002 and p=0.009, respectively). The number of participants whose difficulty in recognizing masked faces decreased over time was higher in the YHC group (p=0.003). Conclusions: The PwP group demonstrated similar performance to their peers but differed from the YHC group in recognizing masked faces. Knowing difficulties experienced by elderly people in recognizing people who are masked can increase awareness on this issue and enhance their social interaction in pandemic conditions through measures to be taken.

Pacientes com doença de Parkinson (PcP) têm dificuldades de reconhecimento facial. Objetivo: Avaliamos as dificuldades de PcP em reconhecer rostos mascarados durante a pandemia de COVID-19. Métodos: Incluímos 64 PcP, 58 controles saudáveis ​​mais velhos (CSVs) pareados por idade, 61 controles saudáveis mais jovens (CSJs) no estudo. O Benton Face Recognition Test-short form (BFRT-sf) e o questionário de 13 itens sobre dificuldades de reconhecimento facial devido a máscaras durante a pandemia desenvolvido pelos autores foram aplicados a todos os três grupos de estudo. Resultados: Ambos os grupos PcP e CSV tiveram pior pontuação no BFRT-sf quando comparados com o grupo CSJ (p<0,001 e p<0,001, respectivamente). O número daqueles que tiveram dificuldade em reconhecer as pessoas atendidas todos os dias e o número daqueles que pediram para as pessoas retirarem suas máscaras por não as reconhecer foram maiores no grupo PcP (p=0,026 e p=0,002, respectivamente). O número de indivíduos que olharam para a postura e marcha das pessoas quando não reconheceram seus rostos mascarados e aqueles que afirmaram que essa dificuldade afetou seu cotidiano foi maior no grupo CSV (p=0,002 e p=0,009, respectivamente). O número de participantes cuja dificuldade em reconhecer rostos mascarados diminuiu ao longo do tempo foi maior no grupo CSJ (p=0,003). Conclusões: O grupo PcP demonstrou desempenho semelhante aos seus pares, mas diferiu do grupo CSJ no reconhecimento de rostos mascarados. Conhecer as dificuldades vivenciadas pelos idosos em reconhecer as pessoas mascaradas pode aumentar a conscientização sobre essa questão e potencializar sua interação social em condições de pandemia por meio de medidas a serem tomadas.

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El desarrollo de tecnologías dinamizadas por la inteligencia artificial (IA) representa un desafío adaptativo para ciencias tradicionales y rígidas como el derecho. Debido a las características de los diversos métodos o procedimientos usados de forma automatizada, se presenta una relación antagónica entre implementación de herramientas de reconocimiento facial y los derechos considerados garantías constitucionales y fundamentales en el sistema de derechos humanos. El objetivo es describir el funcionamiento de los sistemas de visión involucrados en la IA, presente principalmente en las herramientas de reconocimiento facial, examinando la manera como se relacionan con el derecho penal y reconociendo los riesgos a los derechos humanos en este proceso. Para ello, se usó una metodología cualitativa-inductiva, realizando análisis de fuentes primarias y secundarias, estudios de caso y legislaciones de diversas jurisdicciones relacionadas con reconocimiento facial y su aplicación en las etapas de indagación e investigación en el proceso penal. Como resultado se obtuvo que en dichas etapas existe un riesgo a las garantías de un debido proceso y de no discriminación.

The development of technologies powered by artificial intelligence (AI) represents an adaptive challenge for traditional and rigid sciences such as law. Due to the characteristics of the various methods or procedures used in an automated way, there is an antagonistic relationship between the implementation of facial recognition tools and the rights considered constitutional and fundamental guarantees in the human rights system. The objective is to describe the functioning of the vision systems involved in AI, mainly present in facial recognition tools, examining how they relate to criminal law and recognizing the risks to human rights in this process. For this purpose, a qualitative-inductive methodology was used, analyzing primary and secondary sources, case studies and legislation from various jurisdictions related to facial recognition and its application in the investigation and inquiry stages of the criminal process. As a result, it was obtained that in such stages there is a risk to the guarantees of due process and non-discrimination.

O desenvolvimento de tecnologias impulsionadas pela inteligência artificial (IA) representa um desafio adaptativo para as ciências tradicionais e rígidas, como o direito. Devido às características dos vários métodos ou procedimentos utilizados de forma automatizada, existe uma relação antagônica entre a implementação de ferramentas de reconhecimento facial e os direitos considerados garantias constitucionais e fundamentais no sistema de direitos humanos. O objetivo é descrever o funcionamento dos sistemas de visão envolvidos na IA, principalmente presentes nas ferramentas de reconhecimento facial, examinando como eles se relacionam com o direito penal e reconhecendo os riscos aos direitos humanos neste processo. Para este fim, foi utilizada uma metodologia qualitativa-indutora, analisando fontes primárias e secundárias, estudos de casos e legislação de várias jurisdições relacionadas ao reconhecimento facial e sua aplicação nas fases de investigação e inquérito de processos criminais. Como resultado, foi obtido que nestas etapas há um risco para as garantias de um processo justo e não-discriminação.

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Proposapnosia is a type of visual agnosia characterized by the inability to recognize people's faces. There are basically two variants, apperceptive and associative. The "Tortoni effect" is a phenomenon described by Bekinschtein et al a few years ago in waiters from Buenos Aires, who used this tool to remember the orders of each member of a table. We present a case of prosopagnosia associated with bilateral temporo-occipital injury secondary to head trauma, initially manifested by the lack of face recognition with the use of an associative strategy similar to that described in the "Tortoni effect" as compensation, in a 62-year-old female who suffered a severe head injury. A few months after this event, the patient had difficulty in recognizing familiar people, a fact evidenced by her relatives when at a restaurant table, they changed their seats, remained silent momentarily, and right after the patient kept naming them by their previous location. The magnetic resonance imaging of the brain revealed blunt sequelae lesions in the bilateral temporo-occipital region. Acquired prosopagnosia due to focal lesions in the temporo-occipital region, generally bilateral and right, and less frequently left, is a rare condition. The strategy used in the "Tortoni effect" was one of the initial manifestations of the condition in our patient. Carrying out an ecological neuropsychological test that considers this strategy could be useful in the screening and early detection of this entity.

La prosopagnosia es un tipo de agnosia visual caracterizada por la incapacidad de reconocer los rostros de las personas. Existen básicamente dos variantes, aperceptivas y asociativas. El "efecto Tortoni" es un fenómeno descripto por Bekinschtein y col. hace unos años en mozos de café en Buenos Aires, quienes utilizaban esta herramienta para recordar los pedidos de cada integrante de una mesa. Presentamos un caso de prosopagnosia asociada a lesión temporo-occipital bilateral secundaria a traumatismo encefalocraneano, manifestada en forma inicial por la falta de reconocimiento de rostros, con la utilización de una estrategia asociativa similar a la descripta en el efecto "Tortoni" como compensación. Mujer de 62 años que sufrió un traumatismo encefalocraneano grave. Pocos meses después del evento, presentó dificultad para reconocer personas conocidas, hecho evidenciado por sus allegados cuando en una mesa los integrantes cambiaron su asiento, permanecieron callados por unos instantes, y posteriormente la paciente continuó nombrándolos por su ubicación previa. En la resonancia magnética de cerebro se objetivaron lesiones contusas de aspecto secuelar en región temporo-occipital bilateral. La prosopagnosia adquirida secundaria a lesiones focales en la región temporo-occipital generalmente bilateral, derecha, y raramente izquierda, es un cuadro poco frecuente. La estrategia utilizada en el "efecto Tortoni" fue en nuestra paciente una de las manifestaciones iniciales del cuadro. La realización de un test neuropsicológico ecológico que considere esta estrategia podría ser de utilidad en el rastreo y detección precoz de esta entidad.

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Resumen La prosopagnosia es un tipo de agnosia visual caracterizada por la incapacidad de reconocer los rostros de las personas. Existen básicamente dos variantes, aperceptivas y asociativas. El "efecto Tortoni" es un fenómeno descripto por Bekinschtein y col. hace unos años en mozos de café en Buenos Aires, quienes utilizaban esta herramienta para recordar los pedidos de cada integrante de una mesa. Presentamos un caso de prosopagnosia asociada a lesión temporo-occipital bilateral secundaria a traumatismo encefalocra neano, manifestada en forma inicial por la falta de reconocimiento de rostros, con la utilización de una estra tegia asociativa similar a la descripta en el efecto "Tortoni" como compensación. Mujer de 62 años que sufrió un traumatismo encefalocraneano grave. Pocos meses después del evento, presentó dificultad para reconocer personas conocidas, hecho evidenciado por sus allegados cuando en una mesa los integrantes cambiaron su asiento, permanecieron callados por unos instantes, y posteriormente la paciente continuó nombrándolos por su ubicación previa. En la resonancia magnética de cerebro se objetivaron lesiones contusas de aspecto secuelar en región temporo-occipital bilateral. La prosopagnosia adquirida secundaria a lesiones focales en la región temporo-occipital generalmente bilateral, derecha, y raramente izquierda, es un cuadro poco frecuente. La es trategia utilizada en el "efecto Tortoni" fue en nuestra paciente una de las manifestaciones iniciales del cuadro. La realización de un test neuropsicológico ecológico que considere esta estrategia podría ser de utilidad en el rastreo y detección precoz de esta entidad.

Abstract Proposapnosia is a type of visual agnosia characterized by the inability to recognize people's faces. There are basically two variants, apperceptive and associative. The "Tortoni effect" is a phenomenon described by Bekinschtein et al a few years ago in waiters from Buenos Aires, who used this tool to remember the orders of each member of a table. We present a case of prosopagnosia associated with bilateral temporo-occipital injury secondary to head trauma, initially manifested by the lack of face recognition with the use of an associative strategy similar to that described in the "Tortoni effect" as compensation, in a 62-year-old female who suffered a severe head injury. A few months after this event, the patient had difficulty in recognizing familiar people, a fact evidenced by her relatives when at a restaurant table, they changed their seats, remained silent momentarily, and right after the patient kept naming them by their previous location. The magnetic resonance imaging of the brain revealed blunt sequelae lesions in the bilateral temporo-occipital region. Acquired prosopagnosia due to focal lesions in the temporo-occipital region, generally bilateral and right, and less frequently left, is a rare condition. The strategy used in the "Tortoni effect" was one of the initial manifestations of the condition in our patient. Carrying out an ecological neuropsychological test that considers this strategy could be useful in the screening and early detection of this entity.

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BACKGROUND: The autonomic nervous system has an influence on emotions and behavior modulation, however, the relationship between autonomic modulation impairment and the autism spectrum disorder (ASD) is yet to be fully described. AIMS: To evaluate the autonomic responses of children with and without ASD through the non-linear, and linear heart rate variability (HRV) measures, and assess the correlation between these responses, the severity and behavioral symptoms of autism. METHODS AND PROCEDURES: 27 children diagnosed with ASD (EG = experimental group) and 28 matching controls (CG = control group) were evaluated. The HRV was evaluated in 15 min sections at the following moments: I) Resting condition; II) During facial expression tasks; and III) Recovery. The severity and behavioral symptoms of autism were evaluated by the Childhood Autism Rating Scale (CARS) and Autistic Behaviors Checklist (ABC) scales. OUTCOMES AND RESULTS: The facial expression tasks influenced the activity of the autonomic nervous system in both groups, however the EG experienced more autonomic changes. These changes were mostly evidenced by the non-linear indices. Also, the CARS and ABC scales showed significant correlations with HRV indices. CONCLUSIONS AND IMPLICATIONS: Children with ASD presented an autonomic modulation impairment, mostly identified by the non-linear indices of HRV. Also, this autonomic impairment is associated with the severity and behavioral symptoms of autism.

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The primary objective of this paper is to report on the successful implementation of forensic facial approximation in a real case in the forensic context. A three-dimensional (3D) facial approximation protocol of the skull was performed with free software, applying techniques in a virtual environment that have already been consolidated in the literature. The skull was scanned with the photogrammetry technique, the digital replica was imported in the Blender software (Blender Foundation, Amsterdam) and individualized model sketches of the face were traced with the MakeHuman software (MakeHuman Org) according to the anthropological profile of the victim. The face created was imported in Blender, where it was adapted, modeled, and sculpted on the 3D skull and its soft tissue markers, using an American open-source application of the technique in the digital environment. The face created in a virtual environment was recognized and legal identification procedures were started, resulting in the more agile delivery of the disappeared body to its next of kin. It is therefore concluded that facial approximation may not be a primary method of human identification, but it can be satisfactorily applied in the forensic field as an individual recognition resource. It has great value in narrowing the search, reducing the number of alleged victims, and leading to identification tests, therefore significantly reducing the number of genetic DNA (deoxyribonucleic acid) tests-which are considered costly for the State or Federation-and consequently reducing the waiting time before delivery of the body to its family.

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