Inferring Temporal Phenotypes with Topological Data Analysis and Pseudo Time-Series. - Arianna Dagliati; Nophar Geifman; Niels Peek; John H. Holmes; Lucia Sacchi; Seyed Erfan Sajjadi; Allan Tucker (AIME, 2019)

Building Trajectories Over Topology with TDA-PTS: An Application in Modelling Temporal Phenotypes of Disease. - Seyed Erfan Sajjadi; Barbara Draghi; Lucia Sacchi; Arianna Dagliati; John H. Holmes; Allan Tucker (PKDD/ECML Workshops, 2020)

Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records. - Arianna Dagliati; Nophar Geifman; Niels Peek; John H. Holmes; Lucia Sacchi; Riccardo Bellazzi; Seyed Erfan Sajjadi; Allan Tucker (Artif. Intell. Medicine, 2020)

Exploiting Clinical Staging Data to Constrain Pseudo-Time Modelling of Disease Progression. - Seyed Erfan Sajjadi; Allan Tucker (CBMS, 2021)