#clinicaldocumentation — Public Fediverse posts

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

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

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

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

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

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

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

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/

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/

Amazon launches AI-enabled platform to automate healthcare administrative tasks

By Sahil Pandey March 5 (Reuters) – Amazon’s (AMZN) cloud unit, AWS, said on Thursday it had launched…
#NewsBeep #News #US #USA #UnitedStates #UnitedStatesOfAmerica #Healthcare #Amazon #AWS #clinicaldocumentation #Electronichealthrecords #Health #medicalcoding
https://www.newsbeep.com/us/505553/

Amazon launches AI-enabled platform to automate healthcare administrative tasks

By Sahil Pandey March 5 (Reuters) – Amazon’s (AMZN) cloud unit, AWS, said on Thursday it had launched…
#NewsBeep #News #US #USA #UnitedStates #UnitedStatesOfAmerica #Healthcare #Amazon #AWS #clinicaldocumentation #Electronichealthrecords #Health #medicalcoding
https://www.newsbeep.com/us/505553/

https://www.europesays.com/ie/369452/ Amazon launches AI-enabled platform to automate healthcare administrative tasks #Amazon #aws #ClinicalDocumentation #Éire #ElectronicHealthRecords #Health #HealthCare #Healthcare #IE #Ireland #MedicalCoding

https://www.europesays.com/ie/353007/ UiPath Launches Agentic AI Solutions to Break Administrative & Financial Bottlenecks for Clinicians and Healthcare Admins #ClinicalData #ClinicalDocumentation #Éire #Health #HealthCare #Healthcare #HealthcareOrganizations #IE #InformationManagementChallenges #Ireland #MedicalRecords #PriorAuthorization #RevenueCycleManagement #UiPath

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/