Preterm Birth Prediction by Classification of Spectral Features of Electrohysterography Signals using 1D Convolutional Neural Network: Preliminary Results. - Derek Kweku Degbedzui; Mehmet Emin Yüksel; Afrah Elfatih Farah Malik (SIU, 2020)

Accurate diagnosis of term-preterm births by spectral analysis of electrohysterography signals. - Derek Kweku Degbedzui; Mehmet Emin Yüksel (Comput. Biol. Medicine, 2020)

Assessing Intrapartum Risk of Hypoxic Ischemic Encephalopathy Using Fetal Heart Rate With Long Short-Term Memory Networks. - Derek Kweku Degbedzui; Michael Kuzniewicz; Marie-Coralie Cornet; Yvonne Wu; Heather Forquer; Lawrence Gerstley; Emily F. Hamilton; Doina Precup; Philip A. Warrick; Robert E. Kearney (CinC, 2022)

Hybrid Scattering Transform - Long Short-Term Memory Networks for Intrapartum Fetal Heart Rate Classification. - Derek Kweku Degbedzui; Michael Kuzniewicz; Marie-Coralie Cornet; Yvonne Wu; Heather Forquer; Lawrence Gerstley; Emily F. Hamilton; Doina Precup; Philip A. Warrick; Robert E. Kearney (CinC, 2023)