Neuratos Neuratos

AI-native ecosystem for healthcare

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  • Prez

    Prototype
    A 3D vessel model turns, then a CT image and the signs slide in beside it

    Slide animation

    Teaching slides, no patient data. CT image: Hellerhoff, Wikimedia Commons, CC BY-SA 3.0; vessel model: Z-Anatomy, CC BY-SA 4.0; the embedded page is MDCalc’s public start page.

Clinical

  • Neuratos Workspace

    Prototype
    Beside an admission text, the AI’s reasoning and a suggested revised version; the clinician decides

    AI revision

    A fictional teaching case on synthetic data; the drug data are public product information (NEAK, FDA label). The image viewer is built on VolView (Kitware, Apache-2.0); the segmentation mask is illustrative.

  • Neuratos SM

    Prototype
    On the “My MS” profile’s symptoms step the mobility card opens and a symptom is selected

    My MS

    A practice demo with a fictional user, no scored result.

Brain behind it all

How Mimir finds and checks its sources, with one recorded example answer. RAG: it looks up the sources first, then answers from them.

The brain, drawn in the logo’s characters
The pools, filled with candidate passages
The Top 24 and the top sources
  1. Mimir is a research system that reads the medical literature.
  2. Its library: 1.8M+ PubMed-indexed publications (Sep 2026), plus clinical guidelines and reference texts, split into passages.
  3. A question arrives.
  4. The question searches in two forms: as asked, and as a short draft answer a language model writes from a rewrite.
  5. Both forms search by meaning and by keywords.
  6. The best passages gather into pools of candidates.
  7. A medical model re-reads the leading candidates, then a language model picks the strongest by title, in each form.
  8. The two lists fuse into one, one entry per paper: the Top 24.
  9. An answer is written from the kept sources, with a citation for each claim it can source.
  10. The lines follow the answer’s own citation marks: an evidence map.
  11. A checker marks each claim against its cited source, and flags a claim without one.

Anchored in research

Where the ideas come from; the verdicts shown come from the recorded answer’s own check.

Example question 1 / 5: Thoracic outlet syndrome: diagnosis and treatment

Thoracic outlet syndrome: diagnosis and treatment

Point at a source or a claim: its passage shows here.

AI-written answer recorded 17 July 2026 by an earlier version; rewritten excerpts. Not a medical device; not for clinical decision-making.

The example answer

Example question Thoracic outlet syndrome: diagnosis and treatment

Research system under evaluation. Not clinical advice. Not a medical device; not for clinical decision-making. Retrieval: a live run of a candidate retrieval configuration, 27 September 2026. Answer: an AI-written answer (language model) recorded on 17 July 2026 by an earlier version, shown as 5 rewritten, shortened excerpts of its 10 checked claims with their original checks. Two of the papers it cites are also near the top of this run.

All 5 claims with their checks
  1. TOS is compression of the nerves and vessels between the neck and the armpit. [1] supported
  2. The neurogenic type is the most common. no cited source; flagged
  3. Nerve conduction studies help diagnose and follow nerve compression in neurogenic TOS. [2] supported
  4. Removing the whole first rib at the first operation markedly reduces recurrent neurologic symptoms. [2] supported
  5. Neuromuscular ultrasound has emerging value alongside clinical and electrophysiological tests. [3] supported (on its source’s title)
  1. [1] Diagnosing Thoracic Outlet Syndrome: Current Approaches and Future Directions Povlsen S · 2018 · Diagnostics (Basel)
    Passage from the source
    Since its inception in 1956 by Peet et al., thoracic outlet syndrome (TOS) has been used to refer to a constellation of symptoms resulting from neurovascular compression at the thoracic outlet, usually resulting in some combination of pain in the neck and upper extremity, weakness, sensory loss, paraesthesias, swelling, and discoloration. The exact constellation of signs and symptoms depends on the exact structures being compressed, but the common symptoms of pain can result from either damage to the subclavian vein, subclavian artery, or different parts of the brachial plexus. …
  2. [2] Thoracic outlet syndrome: a 50-year experience at Baylor University Medical Center Urschel HC · 2007 · Proc (Bayl Univ Med Cent)
    Passage from the source
    The most remarkable change over the past 50 years is the use of nerve conduction velocity to diagnose and monitor patients with nerve compression. … Complete first rib extirpation at the initial procedure markedly reduces the incidence of recurrent neurologic symptoms or the need for a second procedure.
  3. [3] The value of neuromuscular ultrasound in relation to clinical and electrophysiological testing in the diagnosis of thoracic outlet syndrome Nassar · 2018 · Egyptian Rheumatology and Rehabilitation
    Passage from the source
    Thoracic outlet syndrome (TOS) was described in 1956 by Peet et al. and refers to a group of disorders affecting the brachial plexus, the subclavian vessels, or both, at any point between the base of the neck and the axilla, with several anatomical sites for compression including the interscalene triangle, costoclavicular space, and coracopectoral tunnel. For the diagnosis of TOS, a number of clinical, radiographic, and electrodiagnostic tests have been described. However, many tests are considered unreliable and there is not a single test that is regarded as the 'gold standard' diagnostic test. …

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Research prototypes, not medical devices.