Lessons learned on using High-Performance Computing and Data Science Methods towards understanding the Acute Respiratory Distress Syndrome (ARDS). - Chadi Barakat; Sebastian Johannes Fritsch; Konstantin Sharafutdinov; G. Ingólfsson; Andreas Schuppert; Sigurður Brynjólfsson; Morris Riedel (MIPRO, 2022)

Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets. - Konstantin Sharafutdinov; Jayesh Sudhir Bhat; Sebastian Johannes Fritsch; Kateryna Nikulina; Moein E. Samadi; Richard Polzin; Hannah Mayer; Gernot Marx; Johannes Bickenbach; Andreas Schuppert (Frontiers Big Data, 2022)

Diagnostic Expert Advisor: A platform for developing machine learning models on medical time-series data. - Richard Polzin; Sebastian Johannes Fritsch; Konstantin Sharafutdinov; Gernot Marx; Andreas Schuppert (SoftwareX, 2023)