« November 2017 »
November
MoTuWeThFrSaSu
12345
6789101112
13141516171819
20212223242526
27282930
 
Home Research Individualized Medical Technology and Medical Data Analysis Individualized Medical Technology and Medical Data Analysis

Individualized Medical Technology and Medical Data Analysis

Contact: Anke Schmeink

Introduction

In this project, we will develop adaptive models for the diagnosis of various diseases in the intensive care unit. These models are intended to help inexperienced medical professionals to understand the complex processes, e.g., in the case of a blood poisoning (sepsis). The system is supposed to be able to predict various pathologies by means of instructive models and current measurement data. A major challenge in medicine is machine learning with small amounts of data (low-data problem), since the generation of data is very expensive. For this reason, we aim at developing so-called Medical-Insilico-Methods for a model-based computer-assisted drug optimization in cooperation with physicians. Such procedures reduce the number of laboratory tests required and could make drug development more cost-effective.