Smarter hospitals start here

Amorphous turns your clinical notes into structured, queryable data your teams can act on.

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Around 80% of the clinically relevant information in a hospital sits in free text.

Notes, discharge summaries, reports. Structuring it multiplies the data points your teams can actually analyse and leverage.

Extracted1 Note
  • Congestive heart failureICD-10 I50.9
  • MetforminRxNorm 6809
  • AppendectomySNOMED CT 80146002
  • Troponin TLOINC 6598-7
  • Penicillin allergySNOMED CT 91936005
  • HypertensionICD-10 I10

Structured, coded data

How raw notes become insights

The Data Engine reads clinical notes and turns them into coded, structured data. Striata sits on top and answers questions in plain language.

  1. 01Clinical notesNotes, discharge summaries and reports.
  2. 02Data EngineReads the text, writes coded records.
  3. 03Structured data lakeFHIR R4 and OMOP-compatible, ready to query.
  4. 04StriataQuestions asked in plain language.
  5. 05AnswersCohorts, charts and reports you can audit.

Data Engine understands what it reads

Most systems detect keywords. Amorphous captures the actual semantic meaning of the sentence.

If a system cannot tell these apart, every answer built on top of it is quietly wrong.

How accurate is it?

Inter-note Agreement

0–0%

How often clinicians agree with each other when structuring the same clinical notes.

0.0%

How often clinicians agree with the output of our pipeline when they review it.

The pipeline agrees with clinicians more often than clinicians agree with each other.

0%

Hidden findings recovered by Striata in ground-truth tests. We plant known findings in a large volume of records and ask Striata to find them.

Example

Find diabetes patients whose HbA1c stayed above 9% on two consecutive tests with no change in therapy in between.

Internal benchmarks on clinician-annotated data. Full results available soon.

Same question, same answer

Ask the identical question twice and you get the exact cohort. Every chart opens into the scripts and data behind it, so any figure can be rerun, audited, or handed to a reviewer.

QueryPost-MI patients on secondary-prevention therapy at 12 months
Run 01
  • Cohort1,284
  • Excluded216
  • Median age67
Run 02
  • Cohort1,284
  • Excluded216
  • Median age67

Works with what you already have

Amorphous reads from your EMR and feeds your existing warehouse with structured, coded data compatible with FHIR R4 and OMOP. Your current infrastructure becomes more valuable.

Your infrastructure

EMR System

Notes, summaries and reports stay where they are.

Amorphous layer

Amorphous

Structures and codes the free text, continuously.

FHIR R4OMOP CDM

Your infrastructure

Data Warehouse

Receives structured, coded records in open standards.

Why Amorphous

Depth

18 entity types that capture nuanced attributes, coded to SNOMED CT, ICD-10, RxNorm, LOINC and ATC.

Flexibility

Support for any ontology that your healthcare system works with, such as national procedure ontologies or regional ICD-10 variants.

Sovereignty

All processing inside the EU on European infrastructure. Customer data is never used to train models.

Common questions

More questions, including certifications, audits, breach handling and sub-processors, are answered on the Compliance page.

Contact

Deploy Striata now.Let's talk.

For partnerships

hello@amorphous.health
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