AI, Big Data & Research based on structured data

Our modules

AI, Big Data & Research

The Avelios software automatically generates up to 2,000 unique, structured data points per patient treatment. These can be directly and profitably used for research, business intelligence, workflow automation, and the development of innovative AI algorithms.

Research module

Efficient condict of data-based research projects based on structured data collected in other modules.

Key Features
  • Fast and error-free recruitment of study patients based on inclusion and exclusion criteria using structured data
  • Data protection compliant anonymization / pseudonymization of data
  • Automatic data conversion into an optimal format for machine learning applications for the research on Artificial Intelligence
  • Clear presentation of results from machine learning algorithms
  • Data already fully linked to international ontologies (e.g. SNOMED CT, LOINC, HPO)

Business Intelligence module

Intelligent KPI dashboards and data-driven analytics.
 

Key Features
  • Configurable dashboards for different user groups
  • Multi-layered statistical analyses of service provision, costs and revenues, case numbers, case mix, utilization, etc.
  • Automated creation of reports & export of analyses in XLS file format
  • Freely definable analysis periods & creation of trend statistics
  • Automated notification in case of target deviations of certain KPIs

Workflow engine

Optimization & automation of processes using Machine Learning.

Key Features
  • Configuration of standardized processes (SOPs)
  • Automated execution of process steps to increase efficiency and standardization
  • Automatic identification of relevant SOPs based on patterns in data and predefined events
  • Automatic tracking of workflow items
  • Automated notifications to accelerate workflows

Diagnostic support module  

Together with leading research institutions, Avelios is developing the next generation of diagnostic support systems. 

Key Features
  • Diagnostic support based on multimodal data (image captures, meta-information, text)
  • Second opinion mode to mitigate treatment errors
  • Automatic derivation of best practices from data
  • Explainable Artificial Intelligence to improve traceability of algorithm results 
  • Embedded ethics as an integral part of algorithm development
Enabler for science

Data-driven research

Innovative AI research based on structured data
Interconnected with data integration centers
Efficient execution of clinical studies
Privacy-compliant, cross-center learning (via federated machine learning)
Acquisition of lucrative research funding  
Leading AI & ML in Healthcare

AI for better medicine

Federated Machine Learning

Multi-modal learning

Interdisciplinary

Check out the other Avelios modules

Digitization of patient treatment with highly innovative software

Fully digital documentation of outpatient & inpatient patient care with highly innovative software.

Digital bridge to the patient & the healthcare system

Digital bridge to the patient via portal and in the healthcare system as well as integration of applications & devices.

Data-driven optimization & automation of administration

Intelligent automation of administrative processes based on digital treatment data (e.g., billing).

Experience truly innovative hospital software! 

Request a demo today to get a better understanding of our software. If you have any further questions, don't hesitate to contact us.

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