AI, big data & research based on structured data
Our modules
AI, big data & research
Avelios software automatically generates up to 2,000 unique, structured data points per patient treatment. These can be used directly and profitably for research, business intelligence, the automation of work processes and the development of innovative AI algorithms.
Research module
Efficient implementation of data-based research projects based on structured data collected in the other modules.
- Quick and error-free recruitment of study patients based on inclusion and exclusion criteria using structured data
- Data protection-compliant anonymization/pseudonymization of data
- Automatic conversion of data into an optimal format for machine learning applications for research on AI
- Clear presentation of the results of machine learning algorithms
- Data is already fully linked to international ontologies (e.g. SNOMED CT, LOINC, HPO)
Business intelligence module
Intelligent KPI dashboards and data-based analyses.
- Configurable dashboards for different user groups
- Complex statistical evaluations of service provision, costs and revenues, case figures, case mix, workload, and more.
- Automated creation of reports & export of analyses in XLS file format
- Freely definable analysis periods & creation of trend statistics
- Automated notification of target deviations from specific KPIs
Workflow engine
Optimizing & automating 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
- Automatic tips to speed up 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 (images, meta information, text)
- Second opinion mode to reduce medical errors
- Automatically derive best practices from data
- Explainable artificial intelligence for better 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
Digitalization of patient treatment with highly innovative software
Complete digital documentation of outpatient & inpatient care with highly innovative software.
Digital bridge to patients & the healthcare system
Fully digital bridge to patients 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 to know our software better. If you have any further questions, don't hesitate to contact us.