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.
- 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.
- 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.
- 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.
- 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
Data-driven research
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.