13 citations · 31 across the 10 of their papers we have counts for
5 papers · 1 filter
Training and Validating a Treatment Recommender with Partial Verification Evidence
Vishnu Unnikrishnan, Clara Puga, Miro Schleicher +11
Current clinical decision support systems (DSS) are trained and validated on observational data from the target clinic. This is problematic for treatments validated in a randomized…
A cost-based multi-layer network approach for the discovery of patient phenotypes
Clara Puga, Uli Niemann, Winfried Schlee +1
Clinical records frequently include assessments of the characteristics of patients, which may include the completion of various questionnaires. These questionnaires provide a varie…
Probabilistic Active Learning for Active Class Selection
Daniel Kottke, Georg Krempl, Marianne Stecklina +6
In machine learning, active class selection (ACS) algorithms aim to actively select a class and ask the oracle to provide an instance for that class to optimize a classifier's perf…
Cardiac Cohort Classification based on Morphologic and Hemodynamic Parameters extracted from 4D PC-MRI Data
Uli Niemann, Atrayee Neog, Benjamin Behrendt +5
An accurate assessment of the cardiovascular system and prediction of cardiovascular diseases (CVDs) are crucial. Measured cardiac blood flow data provide insights about patient-sp…
Data Mining to Measure and Improve the Success of Web Sites
Myra Spiliopoulou, Carsten Pohle
For many companies, competitiveness in e-commerce requires a successful presence on the web. Web sites are used to establish the company's image, to promote and sell goods and to p…