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Published on: May 10, 2016
Automatic documentation of professional health interactions: A systematic review
Frederico Soares Falcetta1, Fernando Kude de Almeida2, Janaína Conceição Sutil Lemos3
1Software Innovation Laboratory - Softwarelab, Universidade do Vale do Rio dos Sinos - Unisinos, Av. Unisinos 950, São Leopoldo, 93022-750, RS, Brazil; Hospital de Clínicas de Porto Alegre, Rua Ramiro Barcelos 2350, Porto Alegre, 90035-903, RS, Brazil.
Digital scribes use automatic speech recognition (ASR) to document medical visits, enhancing the doctor-patient relationship. While promising for faster, reliable medical registration, further clinical validation is needed.
Area of Science:
- Medical Informatics
- Artificial Intelligence in Healthcare
Background:
- Electronic health records are prevalent but can detract from the doctor-patient dynamic.
- Digital scribes aim to automate clinical documentation, freeing physicians to focus on patient interaction.
Approach:
- A systematic literature review examined intelligent solutions for automatic speech recognition (ASR) with automatic documentation during medical interviews.
- Included original research on systems simultaneously transcribing and structuring speech during patient-physician interactions, excluding speech-to-text-only technologies.
Key Points:
- Eight articles met inclusion criteria, detailing ASR systems with natural language processing, medical lexicons, and structured text output.
- No commercially available products were identified; real-world experience and prospective validation in large-scale clinical studies are lacking.
Conclusions:
- Automatic speech recognition shows potential for faster, more reliable medical registration, improving transparency, accuracy, and empathy.
- Significant gaps exist in clinical data regarding the usability and benefits of these digital scribe applications, necessitating future research.
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