Newborn Skin Maturity Medical Device Validation for Gestational Age Prediction: Clinical Trial

Zilma Silveira Nogueira Reis   ^{1, 2, 3 *} , MD, PhD ;   Roberta Maia de Castro Romanelli   ⁴ , MD, PhD ;   Rodney Nascimento Guimarães   ^{2 *} , PhD ;   Juliano de Souza Gaspar   ² , CMP, PhD ;   Gabriela Silveira Neves   ^{5 *} , PT, MSc ;   Marynea Silva do Vale   ^{6 *} , MSc, MD ;   Paulo de Jesus Nader   ^{7 *} , MD, PhD ;   Martha David Rocha de Moura   ^{8 *} , MSc, MD ;   Gabriela Luíza Nogueira Vitral   ^{4 *} , MSc ;   Marconi Augusto Aguiar dos Reis   ^{4 *} , MSc, MD ;   Marcia Margarida Mendonça Pereira   ^{6 *} , MD ;   Patrícia Franco Marques   ^{6 *} , MD ;   Silvana Salgado Nader   ^{7 *} , MSc, MD ;   Augusta Luize Harff   ^{7 *} , MD ;   Ludmylla de Oliveira Beleza   ^{8 *} , PT ;   Maria Eduarda Canellas de Castro   ^{8 *} , MD ;   Rayner Guilherme Souza   ^{2 *} , MS ;   Gisele Lobo Pappa   ^{3, 9 *} , CMP, PhD ;   Regina Amélia Pessoa Lopes de Aguiar   ^{10 *} , MD, PhD

¹ Health Informatics Center, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil

² Department of Gynecology and Obstetrics, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil

³ Center for Artificial Intelligence, Innovation and Health, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil

⁴ Child and Adolescent Health, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil

⁵ Hospital Sofia Feldman, Belo Horizonte, Brazil

⁶ Maternal and Child Unit, University Hospital, Universidade Federal do Maranhão, São Luis, Brazil

⁷ University Hospital of Canoas, Universidade Luterana do Brasil, Canoas, Brazil

⁸ Hospital Materno Infantil de Brasília, Distrito Federal, Brazil

⁹ Computer Science Department, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil

¹⁰ State Health Department of Minas Gerais, Belo Horizonte, Brazil

*these authors contributed equally