Julian Theis

Improving the In-Hospital Mortality Prediction of Diabetes ICU Patients Using a Process Mining/Deep Learning Architecture

Julian Theis, William Galanter, Andrew D. Boyd et al. · IEEE Journal of Biomedical and Health Informatics · 2021 · 96 citations · Full text

Engineering, Machine Learning, Prognosis +19

Decay Replay Mining to Predict Next Process Events

Julian Theis, Houshang Darabi · IEEE Access · 2019 · 57 citations · Full text

Artificial Intelligence, Petri Net Model, Engineering +21

Prediction of unplanned 30-day readmission for ICU patients with heart failure

Maryam Pishgar, Julian Theis, Marina Del Rios et al. · BMC Medical Informatics and Decision Making · 2022 · 48 citations · Full text

A process mining- deep learning approach to predict survival in a cohort of hospitalized COVID‐19 patients

Maryam Pishgar, Samuel Harford, Julian Theis et al. · BMC Medical Informatics and Decision Making · 2022 · 18 citations · Full text

Process Mining Model to Predict Mortality in Paralytic Ileus Patients

Maryam Pishgar, Martha Razo, Julian Theis et al. · 2021 · 17 citations

Prognosis, Gastroenterology, Diagnosis +18