#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 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 Scribes Enhance Physician Productivity

📈 0.04 increase in RVUs per encounter

#AI #Healthcare #Productivity #Pub2Post
https://dev.https://tnyp.me/ZCzxKHjI/m

AI Scribes Enhance Physician Productivity

📈 0.04 increase in RVUs per encounter

#AI #Healthcare #Productivity #Pub2Post
https://dev.https://tnyp.me/ZCzxKHjI/m

Generative AI in Medicine Review

📈 Outperforms with less data due to specific datasets
⚡ Evolved from supervised to unsupervised learning

#AI #Medicine #ArtificialIntelligence #Pub2Post https://dev.https://tnyp.me/4YF5Pm4B/m

Generative AI in Medicine Review

📈 Outperforms with less data due to specific datasets
⚡ Evolved from supervised to unsupervised learning

#AI #Medicine #ArtificialIntelligence #Pub2Post https://dev.https://tnyp.me/4YF5Pm4B/m

A study on Ambient AI's effect on health practitioners found:
⏰ Documentation time cut by 0.36 hrs daily.
#AI #Health #Wellbeing #Pub2Post
https://dev.https://tnyp.me/ET7DtlAy/m

A study on Ambient AI's effect on health practitioners found:
⏰ Documentation time cut by 0.36 hrs daily.
#AI #Health #Wellbeing #Pub2Post
https://dev.https://tnyp.me/ET7DtlAy/m

Generative AI in medicine advances healthcare.

🧠 New models, like reasoning models, enhance multistage task handling.

#AI #HealthcareInnovation #ScientificAdvancement #Pub2Post
https://dev.https://tnyp.me/kENvQHeb/m

Generative AI in medicine advances healthcare.

🧠 New models, like reasoning models, enhance multistage task handling.

#AI #HealthcareInnovation #ScientificAdvancement #Pub2Post
https://dev.https://tnyp.me/kENvQHeb/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 studies show rapid growth in high-income countries 2010-2023.
📈 3106 studies, with 7.6% FDA-regulated
🏥 44.2% hospital-sponsored
🧠 12.9% target neoplasms
📊 Enrollment skewed, max 13,977,257
#AI #ML #ClinicalTrials #Healthcare #Research #Pub2Post
https://dev.https://tnyp.me/e6M2kG8b/m

AI/ML studies show rapid growth in high-income countries 2010-2023.
📈 3106 studies, with 7.6% FDA-regulated
🏥 44.2% hospital-sponsored
🧠 12.9% target neoplasms
📊 Enrollment skewed, max 13,977,257
#AI #ML #ClinicalTrials #Healthcare #Research #Pub2Post
https://dev.https://tnyp.me/e6M2kG8b/m

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

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

"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

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

Ambient AI improves practitioner well-being.
📝 38% of 71,487 notes crafted with AI
📉 Work exhaustion reduction: -0.44 points
⏱️ Documentation time cut by 0.36 hrs/day
#AI #Healthcare #Wellbeing #Pub2Post https://tnyp.me/f9nrbqfx/m

Ambient AI improves practitioner well-being.
📝 38% of 71,487 notes crafted with AI
📉 Work exhaustion reduction: -0.44 points
⏱️ Documentation time cut by 0.36 hrs/day
#AI #Healthcare #Wellbeing #Pub2Post https://tnyp.me/f9nrbqfx/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

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

Pragmatic RCT explores ambient AI in healthcare.
✨ 38% of 71,487 notes used AI
⏲️ Documentation time ↓ by 0.36 hrs/day
📉 Work exhaustion ↓ 0.44 pts
🔍 Quality scores 3.97-4.99
For more details, visit the DOI link: https://tnyp.me/f9nrbqfx/m #AI #Healthcare #Pub2Post

Pragmatic RCT explores ambient AI in healthcare.
✨ 38% of 71,487 notes used AI
⏲️ Documentation time ↓ by 0.36 hrs/day
📉 Work exhaustion ↓ 0.44 pts
🔍 Quality scores 3.97-4.99
For more details, visit the DOI link: https://tnyp.me/f9nrbqfx/m #AI #Healthcare #Pub2Post

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

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

Study analyzed COVID-19 patient data.
📊 88.5% fever, 64.5% lymphocytopenia
🔬 Lymphocytopenia common (64.5%)
🧪 52% discharged; 5% fatality
#COVID19Research #Pub2Post
https://tnyp.me/TYvdENdb/m

Analyzing COVID-19 data reveals:
🔹 Fever in 88.5%
🔹 52% discharge rate
🔹 5% fatality rate
🔹 60% affected were male
#MetaAnalysis #COVID19 #Pub2Post https://dev.https://tnyp.me/BUrL4MuV/m

Analyzing COVID-19 data reveals:
🔹 Fever in 88.5%
🔹 52% discharge rate
🔹 5% fatality rate
🔹 60% affected were male
#MetaAnalysis #COVID19 #Pub2Post https://dev.https://tnyp.me/BUrL4MuV/m

BNT162b2 regimen offers 95% Covid-19 protection in those 16+.
🦠 Safety akin to other vaccines over 2 months.
#BNT162b2 #Covid19 #Vaccine #Pub2Post https://tnyp.me/kXLkhgLh/m

This study reviews diabetes & NCD policy gaps during COVID-19 in Kenya and Tanzania.

📚 17 guidance documents (Kenya=10; Tanzania=7)
💊 Measures put for continuity of NCD care, e.g., prolonged medicine supply
🔍 Gaps in policy and practice alignment
🛠️ Disaster preparedness plans needed in health systems

For more detailed insights, refer to: https://doi.org/10.1136/bmjopen-2023-073261 #Pub2Post

This study reviews diabetes & NCD policy gaps during COVID-19 in Kenya and Tanzania.

📚 17 guidance documents (Kenya=10; Tanzania=7)
💊 Measures put for continuity of NCD care, e.g., prolonged medicine supply
🔍 Gaps in policy and practice alignment
🛠️ Disaster preparedness plans needed in health systems

For more detailed insights, refer to: https://doi.org/10.1136/bmjopen-2023-073261 #Pub2Post

NCIP Study in Wuhan:
🔬 41% had infections
🏥 26% required ICU
💀 4.3% mortality rate
#Pub2Post https://tnyp.me/ttsLL7FN/m

Hospitalized NCIP patients study:
🦠 41% suspected nosocomial transmission
🏥 26% required ICU
☠️ Mortality rate: 4.3%
#NCIP #HospitalStudy #Wuhan #Pub2Post https://tnyp.me/ttsLL7FN/m

🔧 Elective Surgery: A Global Perspective

A new study analyzes global access and quality of elective care using hernia surgery as a benchmark.

🌍 Global Trends - Examined 18,058 patients across 83 countries
⏳ Waiting Times - Median 8 months from symptoms to surgery globally
💼 Socioeconomic Disparities - Emergency surgery & low mesh use higher in low-income countries

#GlobalHealth #ElectiveSurgery #Pub2Post localhost:9000/HDJWarq6

Study evaluates BMP-7's role in disc cell ECM production.
• 💡 ECM boosted by 12x with BMP-7
• 🧪 ALP activity increased
• 🔍 Dose-dependent effects observed
#ECM #BMP7 #ISRCTN #Pub2Post https://tnyp.me/ttsLL7FN/m

Exploring conflicts of interest in research.
🧪 Collected data from 15,362 professionals.
📊 Identified significant research bias.
#ResearchIntegrity #Research #Science #Pub2Post https://tnyp.me/Jy1kyUTz/m

Exploring conflicts of interest in research.
🧪 Collected data from 15,362 professionals.
📊 Identified significant research bias.
#ResearchIntegrity #Research #Science #Pub2Post https://tnyp.me/Jy1kyUTz/m

Analysis of COVID-19 Clinical Data:
🩺 Fever - 88.5%, a leading symptom
📊 Lymphocytopenia - 64.5%, prevalent lab finding
🔬 Male patients - 60%
🚑 Discharge - 52%
⚰️ Fatality rate - 5%
#COVID19 #MetaAnalysis #Pub2Post https://tnyp.me/ttsLL7FN/m

"Aeromonas and Ulcerative Colitis Susceptibility"

🦠 Aeromonas variant linked to ulcerative colitis.
🧪 22 figures and 12 tables detailed.
👩‍🔬 Data show macrophages, T and B cell analysis.
📊 Studies based on flow cytometry.
📈 Statistical significance: *p<0.05.
🔍 Methods include one-way ANOVA, Mann-Whitney.

#Microbiology #UlcerativeColitis #CellBiology #Immunology #Pub2Post

https://tnyp.me/5ciTh47N/m

"Aeromonas and Ulcerative Colitis Susceptibility"

🦠 Aeromonas variant linked to ulcerative colitis.
🧪 22 figures and 12 tables detailed.
👩‍🔬 Data show macrophages, T and B cell analysis.
📊 Studies based on flow cytometry.
📈 Statistical significance: *p<0.05.
🔍 Methods include one-way ANOVA, Mann-Whitney.

#Microbiology #UlcerativeColitis #CellBiology #Immunology #Pub2Post

https://tnyp.me/5ciTh47N/m

"Generative AI in Medicine Review"

Main findings:
🖥️ GAI leverages smaller, domain-specific datasets for efficiency.
📊 Uses less training data through unsupervised learning.
🌐 Multimodal models improve clinical assistance.
📈 Enhances tasks like diagnostics and admin processes.

For more insights #AI #Medicine #Innovation #Pub2Post

https://tnyp.me/NR76gBZc/m

Surgical Referral in LMICs Review:

📊 14 studies analyzed.
🔍 Multiple shortages in surgical resources.
🔗 Lack of referral protocols.
🔄 Improves coordination could enhance pathways.

#LMICs #SurgeryEfficiency #Healthcare #Research #Pub2Post

https://tnyp.me/Tj77mO7J/m

Loss-of-function mutations in PLD4 linked to SLE:

🔬 PLD4 mutations led to high TLR7/9 activation
🔬 5 patients showed reduced exonuclease activity
🔬 Effective baricitinib treatment in mice

#SLE #Genetics #Inflammation #Pub2Post
https://tnyp.me/vwTf6xf5/m

Newly identified RNU4-2 and RNU6 variants link to retinitis pigmentosa.

📊 Includes 153 affected individuals, 67 families.

🌍 RP affects ~2 million globally.

#Genetics #RetinitisPigmentosa #RNA #Pub2Post https://tnyp.me/JoO75rwP/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

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

Clinical predictive factors for septic arthritis of the knee in children:

🔍 Unable to bear weight
🦵 Ballottement
🩸 ESR ≥ 75 mm/h

#SepticArthritis #Pediatrics #Research #Pub2Post https://tnyp.me/rvi42hXt/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

3D-Printed Models Enhance Surgical Planning

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retry now

#3DPrinting #Surgery #RCC #ClinicalTrial #Pub2Post https://tnyp.me/5PtUuN7c/m

3D-Printed Models Enhance Surgical Planning

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retry now

#3DPrinting #Surgery #RCC #ClinicalTrial #Pub2Post https://tnyp.me/5PtUuN7c/m

Pseudopterosin origin in Symbiodinium sp.
• 🔬 19±4 µg/10⁶ cells concentration in algal cells.

#Pseudopterosin #Symbiodinium #CoralResearch #ChemicalBiology #Pub2Post https://tnyp.me/jIqjitIQ/m

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