9 citations · 38 across the 13 of their papers we have counts for
7 papers · 1 filter
Interactivity and Transparency in Medical Risk Assessment with Supersparse Linear Integer Models
Hans-Jürgen Profitlich, Daniel Sonntag
Scoring systems are linear classification models that only require users to add or subtract a few small numbers in order to make a prediction. They are used for example by clinicia…
An architecture of open-source tools to combine textual information extraction, faceted search and information visualisation
Daniel Sonntag, Hans-Jürgen Profitlich
This article presents our steps to integrate complex and partly unstructured medical data into a clinical research database with subsequent decision support. Our main application i…
Interactive Cognitive Assessment Tools: A Case Study on Digital Pens for the Clinical Assessment of Dementia
Daniel Sonntag
Interactive cognitive assessment tools may be valuable for doctors and therapists to reduce costs and improve quality in healthcare systems. Use cases and scenarios include the ass…
A Survey on Deep Learning Toolkits and Libraries for Intelligent User Interfaces
Jan Zacharias, Michael Barz, Daniel Sonntag
This paper provides an overview of prominent deep learning toolkits and, in particular, reports on recent publications that contributed open source software for implementing tasks…
Interakt---A Multimodal Multisensory Interactive Cognitive Assessment Tool
Daniel Sonntag
Cognitive assistance may be valuable in applications for doctors and therapists that reduce costs and improve quality in healthcare systems. Use cases and scenarios include the ass…
Intelligent User Interfaces - A Tutorial
Daniel Sonntag
IUIs aim to incorporate intelligent automated capabilities in human computer interaction, where the net impact is a human-computer interaction that improves performance or usabilit…