Mastodawn

Study of NLCS Impact on ASR Performance:
📊 135,647 words analyzed, 3284 NLCS (2.4%)
❓ 76 NLCS used for key info (0.06%)
🔍 WER: Google 11.8%, Amazon 12.8%
⚠️ NLCS misrecognized at 40.8% (Google), 57.2% (Amazon)
#ASR #ClinicalDocumentation #PatientSafety https://tnyp.me/uTyoMoyV/m

Suweb Reza May 4

Examines the impact of NLCS on ASR for clinical documentation.
🍃 High NLCS error rates: 40.8% (Google) and 57.2% (Amazon).
🗣️ Clinical relevance errors: 94.7% (Google), 98.7% (Amazon).
📊 Total words: 135,647; NLCS: 2.4%.

#ASR #NLP #ClinicalDocumentation #PatientSafety #Pub2Post
https://tnyp.me/Npmiz0F4/m

“Mm-hm,” “Uh-uh”: are non-lexical conversational sounds deal breakers for the ambient clinical documentation technology?

AbstractObjectives. Ambient clinical documentation technology uses automatic speech recognition (ASR) and natural language processing (NLP) to turn patient

OUP Academic

Suweb Reza Apr 27

Non-lexical sounds impact ASR in clinical documentation.

🔊 NLCS: 2.4% of total words, conveying key clinical info
😷 Google's WER: 40.8%, Amazon's: 57.2% (all NLCS)
❌ Error rates for clinically relevant NLCS: Google 94.7%, Amazon 98.7%
📝 Total words: 135,647; 3284 NLCS; 76 conveyed critical data
🗣️ Described implications on documentation accuracy

#ASR #ClinicalDocumentation #SpeechRecognition #AI #NLPSolutions #Pub2Post https://tnyp.me/Npmiz0F4/m

NERDS.xyz – Real Tech News for Real Nerds [Unofficial]Apr 23

OpenAI launches ChatGPT for Clinicians, free for doctors in the US

https://fed.brid.gy/r/https://nerds.xyz/2026/04/chatgpt-for-clinicians-free-us/

Tycoon World Mar 27, 2025

T-Pro Expands Footprint in India with New AI-Powered Healthcare Offices in Chennai and Bangalore

#TProExpansion #HealthcareInnovation #AIinHealthcare #ClinicalDocumentation #GlobalGrowth #AIResearch #MedtechIndia #DigitalHealth #IrelandIndiaPartnership #ChennaiTech #BangaloreInnovation #AIForHealth #EnterpriseIreland #SpeechRecognition #MedtechSolutions #HealthcareAI #FutureOfHealthcare #TechExpansion #IrishMedtech #HealthcareRevolution

https://tycoonworld.in/t-pro-expands-footprint-in-india-with-new-ai-powered-healthcare-offices-in-chennai-and-bangalore/

T-Pro Expands Footprint in India with New AI-Powered Healthcare Offices in Chennai and Bangalore – Tycoon World

India – March 27, 2025: T-Pro, a global leader in AI-powered speech recognition and clinical documentation solutions, has announced the opening of its new

Tycoon World