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 · 101 citations · Full text

Computing, Biomedical Informatics, Health Informatics +15

Decay Replay Mining to Predict Next Process Events

Julian Theis, Houshang Darabi · IEEE Access · 2019 · 60 citations · Full text

Computing, Computer Science, Data Mining +8

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

Maryam Pishgar, Julian Theis, Amer Ardati et al. · BMC Medical Informatics and Decision Making · 2022 · 51 citations · Full text

Computing, Data Science, Health Informatics +17

Climate neutrality in European heavy-duty road transport: How to decarbonise trucks and buses in less than 30 years?

Behrang Shirizadeh, Aurélien Ailleret, Clément Cartry et al. · Energy Conversion and Management · 2024 · 20 citations

Planning, Environmental Policy, Transportation Planning +14

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

Computing, Computer Science, Health Informatics +17