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Clinical Innovation, Research & Collaboration at JR Analytics

At JR Analytics, we believe meaningful digital health innovation must be grounded in real-world clinical practice and developed through close collaboration with healthcare services, academic institutions, and industry partners. Our work focuses on identifying practical challenges in emergency, pre-hospital, and critical care settings and exploring digital approaches that support safer, more effective clinical decision-making.

JR Analytics is founded and led by a clinician with over two decades of experience in intensive care and retrieval medicine. Our innovation activities are informed by direct frontline practice, with a strong emphasis on clinical relevance, usability, governance, and alignment with established guidelines and real-world workflows.

Active Research Areas

Our current research and innovation activities focus on clinically grounded digital solutions in high-acuity environments, including:

  • AI-assisted interpretation of thromboelastometry (ROTEM) traces to support haemostasis decision-making
  • Digital pre-hospital documentation and workflow optimisation to improve structured data capture and continuity of care
  • Development and evaluation of AI-assisted emergency department (ED) triage models using presenting complaints and structured vital signs to explore prediction of triage acuity and support emergency care workflows​
  • Development of sepsis-focused clinical digital twin frameworks using MIMIC ICU data to model patient trajectories, monitor treatment responses, and explore personalised decision-support opportunities in critical care

  • Collaborative research in digital health, critical care informatics, and AI-enabled clinical workflow innovation.

 
Interested in collaborating?

We welcome opportunities to work with clinicians, health services, universities, students, and industry partners across digital health, AI, critical care, and implementation projects. Contact us to discuss research collaborations, pilot studies, evaluations, or co-development opportunities.

 
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Adelaide, South Australia Australia

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T: +61 412112503

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Headquartered in Australia. Research collaborations and exploratory partnerships internationally. Commercial availability subject to local governance and regulatory requirements.

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