Human vs machine towards neonatal pain assessment: A comprehensive analysis of the facial features extracted by health professionals, parents, and convolutional neural networks
Lucas Pereira Carlini, Gabriel de Almeida Sá Coutrin, Leonardo A. Ferreira, Juliana do Carmo Azevedo Soares, Giselle Valério Teixeira da Silva, Tatiany Marcondes Heiderich, Rita de Cássia Xavier Balda, Marina Carvalho de Moraes Barros, Ruth Guinsburg, Carlos Eduardo Thomaz
Topics & Concepts
InterpretabilityConvolutional neural networkComputer scienceArtificial intelligencePain assessmentComprehensionMachine learningFacial expressionIdentification (biology)Face (sociological concept)Feature (linguistics)Feature extractionMedicinePain managementPhysical therapyBiologySociologyPhilosophyProgramming languageLinguisticsSocial scienceBotanyPediatric Pain Management TechniquesNeonatal and fetal brain pathologyInfant Development and Preterm Care