Human vs machine towards neonatal pain assessment: A comprehensive analysis of the facial features extracted by health professionals, parents, and convolutional neural networks.

Autor: Carlini LP; Department of Electrical Engineering, University College FEI, Av. Humberto de Alencar Castelo Branco, 3972-B, Sao Bernardo do Campo, 09850-901, Sao Paulo, Brazil. Electronic address: lucaspcarlini10@gmail.com., Coutrin GAS; Department of Electrical Engineering, University College FEI, Av. Humberto de Alencar Castelo Branco, 3972-B, Sao Bernardo do Campo, 09850-901, Sao Paulo, Brazil., Ferreira LA; Department of Electrical Engineering, University College FEI, Av. Humberto de Alencar Castelo Branco, 3972-B, Sao Bernardo do Campo, 09850-901, Sao Paulo, Brazil., Soares JDCA; Department of Paediatrics, Federal University of Sao Paulo, R. Botucatu, 740, Sao Paulo, 04024-002, Sao Paulo, Brazil., Silva GVT; Department of Paediatrics, Federal University of Sao Paulo, R. Botucatu, 740, Sao Paulo, 04024-002, Sao Paulo, Brazil., Heiderich TM; Department of Electrical Engineering, University College FEI, Av. Humberto de Alencar Castelo Branco, 3972-B, Sao Bernardo do Campo, 09850-901, Sao Paulo, Brazil; Department of Paediatrics, Federal University of Sao Paulo, R. Botucatu, 740, Sao Paulo, 04024-002, Sao Paulo, Brazil., Balda RCX; Department of Paediatrics, Federal University of Sao Paulo, R. Botucatu, 740, Sao Paulo, 04024-002, Sao Paulo, Brazil., Barros MCM; Department of Paediatrics, Federal University of Sao Paulo, R. Botucatu, 740, Sao Paulo, 04024-002, Sao Paulo, Brazil., Guinsburg R; Department of Paediatrics, Federal University of Sao Paulo, R. Botucatu, 740, Sao Paulo, 04024-002, Sao Paulo, Brazil., Thomaz CE; Department of Electrical Engineering, University College FEI, Av. Humberto de Alencar Castelo Branco, 3972-B, Sao Bernardo do Campo, 09850-901, Sao Paulo, Brazil.

Publikováno v: Artificial intelligence in medicine [Artif Intell Med] 2024 Jan; Vol. 147, pp. 102724. Date of Electronic Publication: 2023 Nov 27.