Generative AI in Medicine Review:

🚀 GAI automates clinical and research tasks using ML models.
📉 Needs less training data; performs better with specific datasets.
🤖 Advances include agents, GANs, and reasoning models.
🏥 GAI improves healthcare processes and reduces costs.

Discover more in DOI: https://tnyp.me/3sup6c6S/m
#Pub2Post #AI #Healthcare #Medicine #MachineLearning #Innovation

"Patient/Industry Trade-off in Medical AI"

•️AI in healthcare enhances detection accuracy in cancers and COVID-19
•️Interpretable models improve trust by predicting mortality and hospitalization
•️Patient benefits need ethical considerations, minimize biases

For sustainable collaborations:
•️Emphasize explainable AI systems
•️Build patient-focused industry relationships
•️Promote transparency in model development

#MedicalAI #Healthcare #Ethics #Transparency #Pub2Post https://tnyp.me/PVuATQWG/m

AI in Healthcare: An Overview

🤖 AI enhances data analysis, optimizing health practice efficiency.
🚑 AI aids in diagnostics, especially in cancer and radiology.
📊 Machine Learning (ML) algorithms predict suicide risk and refine precision medicine.
🩺 Electronic health records (EHRs) leverage AI for chronic disease prediction.

#AI #HealthcareInnovation #Pub2Post https://tnyp.me/fnngf5T6/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

Title: Ambient AI Improves Practitioner Well-Being

📉 Work exhaustion reduced by 0.44 points (P<0.001)
📈 Professional fulfillment increased by 0.14 points (P=0.04)
🕒 Documentation time decreased by 0.36 hours/day

#Healthcare #AI #ClinicalTrial #Burnout #EHR #DigitalHealth #Medicine #Technology #Innovation #Pub2Post https://tnyp.me/f9nrbqfx/m

New nosocomial infection strategies unveiled.

🦠 Increased morbidity/mortality in ICUs/surgery
🔬 Complex transmission despite hygiene
📉 Urgent need for refined protocols

#ClinicalResearch #Healthcare #NosocomialInfections #Pub2Post https://tnyp.me/PVuATQWG/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