DFKI - Interactive Machine Learning Lab

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Alexander Prange

HCI & Virtual Reality

Medical Decision Support in Virtual Reality

As part of the Clinical Data Intelligence project we present a speech dialogue system that facilitates medical decision support for doctors in a virtual reality (VR) application. The therapy prediction is based on a recurrent neural network model that incorporates the examination history of patients. A central supervised patient database Read more…

By Alexander Prange, 8 yearsOctober 1, 2017 ago
Lighthouse Project

Intera-KT: Interactive Cognitive Assessment Tool

Funding period 04/2017 – 06/2020 The goal of the Interakt (interactive cognitive assessment tool) project is to improve the diagnostic process of dementia and other forms of cognitive impairments by digitising and digitalising standardised cognitive assessments. We aim at everyday procedures in hospitals day clinics) and at home. Website Intera-KT Read more…

By Alexander Prange, 8 yearsApril 1, 2017 ago
Machine Learning

Multi-Sketch Recognition

Many of todays processes benefits from digitization and digitalization of written content when it comes to data aquisition for machine learning tasks. Through the use of state of the art handwriting and gesture recognition we enable flexible multi-sketch recognition in a variety of application scenarios, ranging from radiology findings to Read more…

By Alexander Prange, 9 yearsApril 12, 2016 ago
Lighthouse Project

KDI: Clinical Data Intelligence

Funding period 04/2014 – 04/2017 In the KDI project, funded by the Federal Ministry for Economic Affairs and Energy (BMWi), we assume that clinical big data analytics needs to focus on the clinical decision processes to become smart data. With longitudinal data from many patients and with complete patient information, Read more…

By Alexander Prange, 11 yearsOctober 30, 2014 ago
Lighthouse Project

Kognit

In Kognit (2014–2015), we enter the mixed reality realm for helping dementia patients. Dementia is a general term for a decline in mental ability severe enough to interfere with daily life. Memory loss is an example. Alzheimer’s is the most common type of dementia. Mixed reality refers to the merging Read more…

By Alexander Prange, 11 yearsJanuary 1, 2014 ago

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