CONSULTATION DOCUMENTATION & RESEARCH
From a conversation to reviewable evidence.
Explore consultation recording, transcription, structured extraction, and expert review. Evaluate each module’s availability and performance for its intended setting.
Evidence Extraction at Scale
Explore consultation recording, transcription, evidence extraction, and expert review. Processing depends on configured services. The field cohort evaluates the care pathway, not LGDEA performance.
Record
Browser-based audio recorder captures the clinical consultation in real time. No additional hardware required.
Transcribe
Automatic Speech Recognition (ASR) converts the audio stream to raw text with speaker diarization.
Anonymise
The proposed workflow includes identifier removal before downstream analysis, subject to privacy evaluation.
Extract
A clinical NLP layer pulls structured evidence: symptoms reported, medications mentioned, seizure frequency disclosed.
Analyse
Discordance is flagged: symptoms inconsistent with the prescribed treatment plan are surfaced for the reviewing clinician.
Expert Review
The proposed workflow includes expert review of uncertain findings before clinical use.
Make the evidence traceable.
The repository includes consultation-audio recording, metadata, transcription and analysis interfaces, and expert-review components. A useful demonstration connects a transcript excerpt with an extracted item and its review context.
For a predictable public demonstration, use clearly labelled prerecorded synthetic examples. Actual processing availability depends on configured services.
Evaluate the intended use.
Transcription, identifier handling, extraction, and review each require appropriate evaluation. The observational field cohort does not establish LGDEA’s clinical effectiveness or extraction accuracy.
Discuss available modules, language performance, privacy arrangements, human review, and operational requirements during a detailed demonstration.
Before you begin.
Plain answers on who the product is for, what the demonstration contains, and how to read the field findings.
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