Elevating Healthcare Analytics
A Clinical Decision Support System by Cerehealth
The healthcare industry is struggling to bridge the gap between data and insights that may enable medical experts to make more informed and precise decisions at critical junctures. Artificial intelligence and machine learning hold great promise in offering real-time, evidence-based recommendations, but medical experts lack transparency into the “black box” methodology that drives those recommendations.
At CereHealth, our mission is to revolutionize healthcare through the power of artificial intelligence. We are committed to improving patient outcomes and enhancing the efficiency of clinical practices by providing cutting-edge AI-driven and explainable Clinical Decision Support Systems (CDSS). By working hand in hand with the medical community, we aim to foster a healthcare landscape where AI augments human expertise, leading to faster, more accurate diagnoses, reduced medical errors, and ultimately, improved patient outcomes.
Healhcare's big data issue
Poor data collection processes and standards have led to:
Unstructured medical data that can’t be analyzed
Interoperability not being fully accomplished
Too much unusable data in electronic health records
Difficulties with capturing full medical history
Addressing the needs
Medical experts need automation tools that:
Structure data so it’s not buried in freeform text, paper forms, and PDFs
Connect systems to complete the entire patient medical history
Deliver insights about patients and their medical conditions
Streamline workflows and processes to reduce redundancies
iLLUME Ai is a web-based SaaS platform that collects structured patient data, streamlines record management, and connects disparate systems for future delivery of clinical decision support and precision medicine.
Typical inputs can include but are not limited to:
- Intake questionnaires
- Medical history
- Clinical exam notes
- Functional and structural imaging and reports
- EHR/EMR records
- EMG/EEG/CNS data
- Blood tests
- Neuropsych and cognitive testing
- Genomic data
iLLUME Ai structures and analyzes these complex medical data from various sources in a way that emphasizes their relationships and identifies patients with similar characteristics. By consolidating and organizing data, iLLUME Ai uncovers actionable insights that lay untapped in many medical data repositories.
A tool for clinicians and researchers to collect, track, and consolidate patient health metrics in a dynamic, expandable dashboard that streamlines clinical workflow and automates the structure in a graph model.
A graph neural networks-based engine that models and analyzes complex medical data in a way that emphasizes their relationships and identifies patients with similar characteristics. Features "Explainability", a built-in tool that takes machine learning (ML) models and explains the behavior in human terms to assist with understanding the inner mechanics impact of the prediction.
A HIPAA-compliant, FDA-cleared tool that aids in the evaluation of digital medical images from SPECT, PET, MRI, and CT, multi-modality viewer and image fusion, and advanced 2D and 3D image models.