Our Technology

Healthcare data activation technology

Our healthcare data activation technology leverages the power of Artificial Intelligence to unlock healthcare data from hospitals' structured and unstructured sources, including human-written records, thanks to our Natural Language Processing System. All data is standardized into OMOP Common Data Model , and never leaves hospitals' in-house systems, thanks to our Federated Data Model.

AI-powered technology for healthcare data activation.

automated terminology mapping

natural language processing

quality assurance

federated data model

Automated terminology mapping

ATM

Mapping and standardizing structured data to OMOP CDM

Through our advanced technology, we can automate the mapping of structured hospital data and standardize it into the OMOP Common Data Model through leveraging vector representations of source code descriptions.

CODE description vectorization

vector search application

clinical validation & Verification

Updated omop registers

natural language processing

nlp

Structuring and standardizing clinical notes to OMOP CDM

Through our Natural Language Processing Systems we can structure entities from human free-text inputs from clinical notes and extract relevant information contextually, standardizing it into OMOP CDM. It's not just about keyword extraction, it's about a deep understanding of the information.

Named Entity Recognition

Named Entity Linking

Entity Context Identification

Entity Relation Identification

quality assurance

Double Quality Assurance to ensure high quality of data

Quality Assurance is a key factor in ensuring the accuracy, reliability, and performance of our technology. We have expert physicians who compared the results extracted by our technology against the original source of data to obtain quality metrics, and we test the consistency and coherence of extracted data with statistical methods.

Data Verification: Expert annotators

Data Validation: Clinical tests

Federated Data Model

Ensuring security and protection of Healthcare Data

Our Federated Data Model allows healthcare organizations to leverage the potential of Real-World Data while maintaining the highest level of data protection and security.

Distributed SQL

Data Residency

Multi-model

High Resiliency

Data Depth

Information Understanding

Our technology understands temporal nuances, negation, and complexities in clinical data, providing unique contextual depth for detailed and meaningful analyses.

Data Quality

Expert Annotators & Clinical Validation

We verify data by physicians and statistical tests, to validate the consistency and coherence of extracted data, guaranteeing data meets high standards, reliability and precision.

Data Availability

Federated Data Netowork

Significant time saving by leveraging our extensive data federation network, composed of hospitals which already have all its data structured and normalized.

Analytical Efficiency

Standardized OHDSI tools

IOMED adopts the European standard OMOP CDM, to enhance data interoperability, and facilitating to leverage OHDSI's extensive tools for enhanced analytical efficiency.

Peer-reviewed scientific journals publications

11/2024

Interoperability

Harnessing Unstructured Data and Hospital Interoperability

11/2024

Multiple Sclerosis

Feasibility and Accuracy of Artificial Intelligence in Exploring and Extracting Data from Electronic Health Records of Patients with Multiple Sclerosis: MEHRAI Study

10/2024

Lung Cancer

An Evidence-Driven Approach to Optimizing Clinical, Operational, And Economic Value in the Lung Cancer Care Pathway.

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