#pub2post — Public Fediverse posts

Pragmatic RCT on AI to bolster health practitioner wellness
📉 0.44 point reduction in burnout
⏱️ Note time cut by 0.36 hours daily
📊 Improved billing accuracy
#AIinHealthcare #RCT #Pub2Post https://dev.https://tnyp.me/8gyxZLVA/m

AI/ML studies from ClinicalTrials.gov (2010-2023).
🔍7.6% FDA-regulated

More: https://dev.https://tnyp.me/zSUL1QX1/m
#AI #ML #Trends #Healthcare #ClinicalTrials #Pub2Post

AI/ML Trends in Clinical Trials (2010-2023)

📈 Rapid increase in AI/ML studies post-2017, 62.8% from 2021-2023
⚕️ 56.2% randomized, 58.9% prospective designs in trials
🏥 Major sponsors: hospitals/clinics (44.2%), academia (28%)
🌍 Dominantly located in high-income countries (75.3%)
📉 Low result reporting: only 5.6% available at study completion

#AI #ML #ClinicalTrials #HIC #RCT #Healthcare #Pub2Post

DOI: https://dev.https://tnyp.me/e6M2kG8b/m

AI/ML Trends in Clinical Trials (2010-2023)

📈 Rapid increase in AI/ML studies post-2017, 62.8% from 2021-2023
⚕️ 56.2% randomized, 58.9% prospective designs in trials
🏥 Major sponsors: hospitals/clinics (44.2%), academia (28%)
🌍 Dominantly located in high-income countries (75.3%)
📉 Low result reporting: only 5.6% available at study completion

#AI #ML #ClinicalTrials #HIC #RCT #Healthcare #Pub2Post

DOI: https://dev.https://tnyp.me/e6M2kG8b/m

AI/ML Trends in Clinical Trials (2010-2023)

📈 Rapid increase in AI/ML studies post-2017, 62.8% from 2021-2023
⚕️ 56.2% randomized, 58.9% prospective designs in trials
🏥 Major sponsors: hospitals/clinics (44.2%), academia (28%)
🌍 Dominantly located in high-income countries (75.3%)
📉 Low result reporting: only 5.6% available at study completion

#AI #ML #ClinicalTrials #HIC #RCT #Healthcare #Pub2Post

DOI: https://dev.https://tnyp.me/e6M2kG8b/m

AI/ML Trends in Clinical Trials (2010-2023)

📈 Rapid increase in AI/ML studies post-2017, 62.8% from 2021-2023
⚕️ 56.2% randomized, 58.9% prospective designs in trials
🏥 Major sponsors: hospitals/clinics (44.2%), academia (28%)
🌍 Dominantly located in high-income countries (75.3%)
📉 Low result reporting: only 5.6% available at study completion

#AI #ML #ClinicalTrials #HIC #RCT #Healthcare #Pub2Post

DOI: https://dev.https://tnyp.me/e6M2kG8b/m

AI/ML Trends in Clinical Trials (2010-2023)

📈 Rapid increase in AI/ML studies post-2017, 62.8% from 2021-2023
⚕️ 56.2% randomized, 58.9% prospective designs in trials
🏥 Major sponsors: hospitals/clinics (44.2%), academia (28%)
🌍 Dominantly located in high-income countries (75.3%)
📉 Low result reporting: only 5.6% available at study completion

#AI #ML #ClinicalTrials #HIC #RCT #Healthcare #Pub2Post

DOI: https://dev.https://tnyp.me/e6M2kG8b/m

"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

"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

"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

"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

"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

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

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

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

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

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

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

3D-printed models improve RCC with VTE surgical planning

🩺 Fewer ICU stays (52% 3D vs. 48% image)
🛡️ Lower severe complications (OR: 20.46 attested)

#3DPrinting #RCC #ClinicalTrial #Urology #MedicalInnovation #Pub2Post

https://tnyp.me/5PtUuN7c/m

✔️ WHO checklist usage higher in first referral (99.4%).
📉 No significant difference in 30-day mortality between hospitals.

#GlobalSurgery #HealthcareResearch #LMIC #Pub2Post
https://tnyp.me/k32Aqpbj/m

3D imaging tech application in robotic urologic surgery:

🧠 Enhances surgical planning
🌐 Integrates with augmented reality
📈 Optimizes educational tools

#Urology #Robotics #3DImaging #Pub2Post

https://tnyp.me/rE9OZXWZ/m

Harnessing Designer Muscarinic GPCRs for Research

🧩 DREADD technology enables specific signal modulation

#GPCRs #DREADD #Neuroscience #Pharmacology #Science

https://tnyp.me/kGMOwdqN/m #Pub2Post

Harnessing Designer Muscarinic GPCRs for Research

🧩 DREADD technology enables specific signal modulation

#GPCRs #DREADD #Neuroscience #Pharmacology #Science

https://tnyp.me/kGMOwdqN/m #Pub2Post

Evolving GPCRs for Activation by Inert Ligands
🧪 GPCRs activated by inert clozapine-N-oxide
✨ 5 muscarinic ACH receptor subtypes created
🔬 Mimicked parent receptor signaling
🧠 hM4D receptor silenced neurons
#GPCRs #Neuroscience #Biochemistry #Pub2Post https://tnyp.me/kGMOwdqN/m

Precision Immunotherapy Improves Sepsis Outcomes

#Sepsis #Immunotherapy #RCT #JAMA #ClinicalTrials #PubMed #Pub2Post

https://tnyp.me/29pjZQgn/m

seriesBMF test : Comparison of surgical care between first referral and referral hospitals in LMICs:

#GlobalSurgery #HealthCare #LMIC #NIHR #FALCON #ChEETAh #Pub2Post tnyp.me/k32Aqpbj

seriesBMF test : Comparison of surgical care between first referral and referral hospitals in LMICs:

#GlobalSurgery #HealthCare #LMIC #NIHR #FALCON #ChEETAh #Pub2Post tnyp.me/k32Aqpbj

seriesBMF test : Comparison of surgical care between first referral and referral hospitals in LMICs:

#GlobalSurgery #HealthCare #LMIC #NIHR #FALCON #ChEETAh #Pub2Post tnyp.me/k32Aqpbj

seriesBMF test : Comparison of surgical care between first referral and referral hospitals in LMICs:

#GlobalSurgery #HealthCare #LMIC #NIHR #FALCON #ChEETAh #Pub2Post tnyp.me/k32Aqpbj