Deep Padding and Alignment Strategies for Irregular Multivariate Clinical Time Series. - Nzamba Bignoumba; Sadok Ben Yahia; Nedra Mellouli (KES, 2024)

Evaluation of deep learning-based depression detection using medical claims data. - Markus Bertl; Nzamba Bignoumba; Peeter Ross; Sadok Ben Yahia; Dirk Draheim (Artif. Intell. Medicine, 2024)

A new efficient ALignment-driven Neural Network for Mortality Prediction from Irregular Multivariate Time Series data. - Nzamba Bignoumba; Nedra Mellouli; Sadok Ben Yahia (Expert Syst. Appl., 2024)