Radiologists saw a workload reduction of 63.6% in this trial of 31,301 women.
By letting AI triage low-risk mammograms, cancer detection rose 15.2% (from 6.3 to 7.3 per 1,000). It’s a rare win-win for efficiency and accuracy.
#MedSky #MedAI
By letting AI triage low-risk mammograms, cancer detection rose 15.2% (from 6.3 to 7.3 per 1,000). It’s a rare win-win for efficiency and accuracy.
#MedSky #MedAI
AI-based triage and decision support in mammography and digital tomosynthesis for breast cancer screening: a paired, noninferiority trial - Nature Medicine
The breast cancer screening trial found that using automated artificial intelligence to triage and support decisions in mammography and digital breast tomosynthesis was not noninferior to double…
www.nature.com
March 20, 2026 at 3:38 PM
AI statistically ties with doctors in trial of emergency triage diagnoses https://www.theguardian.com/technology/2026/apr/30/ai-outperforms-doctors-in-harvard-trial-of-emergency-triage-diagnoses
↷ canadahealthwatch.ca/featured 🍁
↷ canadahealthwatch.ca/featured 🍁
May 2, 2026 at 3:46 AM
AI statistically ties with doctors in trial of emergency triage diagnoses https://www.theguardian.com/technology/2026/apr/30/ai-outperforms-doctors-in-harvard-trial-of-emergency-triage-diagnoses
↷ canadahealthwatch.ca/featured 🍁
↷ canadahealthwatch.ca/featured 🍁
A Harvard study comparing OpenAI’s reasoning model to human doctors found that the AI identified the exact or very close diagnosis in 67% of cases, beating the human doctors, who were right only 50%-55% of the time.
This is essentially a pattern recognition problem which is where LLMs excel.
This is essentially a pattern recognition problem which is where LLMs excel.
AI outperforms doctors in Harvard trial of emergency triage diagnoses
Researchers say results mark a really ‘profound change in technology that will reshape medicine’
www.theguardian.com
May 2, 2026 at 6:36 PM
A Harvard study comparing OpenAI’s reasoning model to human doctors found that the AI identified the exact or very close diagnosis in 67% of cases, beating the human doctors, who were right only 50%-55% of the time.
This is essentially a pattern recognition problem which is where LLMs excel.
This is essentially a pattern recognition problem which is where LLMs excel.
AI Triage of Normal Chest Radiographs: A Silent Trial and Failure Analysis https://doi.org/10.1148/ryai.250964 #ESTI2026 #ESTI26 #ChestRad #radiology
June 3, 2026 at 11:15 AM
AI Triage of Normal Chest Radiographs: A Silent Trial and Failure Analysis https://doi.org/10.1148/ryai.250964 #ESTI2026 #ESTI26 #ChestRad #radiology
AI outperforms doctors in Harvard trial of emergency triage diagnoses
www.theguardian.com/technology/2...
www.theguardian.com/technology/2...
AI outperforms doctors in Harvard trial of emergency triage diagnoses
Researchers say results mark a really ‘profound change in technology that will reshape medicine’
www.theguardian.com
April 30, 2026 at 9:31 PM
AI outperforms doctors in Harvard trial of emergency triage diagnoses
www.theguardian.com/technology/2...
www.theguardian.com/technology/2...
'A groundbreaking Harvard study has found that AI systems outperformed human doctors in high-pressure emergency medicine triage, diagnosing more accurately in the potentially life and death moments when people are first rushed to hospital.' 1/2
AI outperforms doctors in Harvard trial of emergency triage diagnoses
Researchers say results mark a really ‘profound change in technology that will reshape medicine’
www.theguardian.com
May 1, 2026 at 7:06 AM
'A groundbreaking Harvard study has found that AI systems outperformed human doctors in high-pressure emergency medicine triage, diagnosing more accurately in the potentially life and death moments when people are first rushed to hospital.' 1/2
AI Triage of Normal Chest Radiographs: A Silent Trial and Failure Analysis https://doi.org/10.1148/ryai.250964 #ISMRM26 #MRI #radiology
May 9, 2026 at 11:15 AM
AI Triage of Normal Chest Radiographs: A Silent Trial and Failure Analysis https://doi.org/10.1148/ryai.250964 #ISMRM26 #MRI #radiology
Evidence from a prospective multicenter silent trial suggest potential for AI-assisted triage of chest X-rays https://doi.org/10.1148/ryai.250964 #CXR #AI #ML
June 22, 2026 at 7:15 AM
Evidence from a prospective multicenter silent trial suggest potential for AI-assisted triage of chest X-rays https://doi.org/10.1148/ryai.250964 #CXR #AI #ML
despise ai. i also realize it has a place in fields that have nothing to do w/art. i don't have to have ultrasounds & a biopsy every year w/mammo bc i'm not classified as high risk dense breast tissue anymore, bc they can see better. less invasive WITH clear scans
www.nature.com/articles/s41...
www.nature.com/articles/s41...
AI-based triage and decision support in mammography and digital tomosynthesis for breast cancer screening: a paired, noninferiority trial - Nature Medicine
The breast cancer screening trial found that using automated artificial intelligence to triage and support decisions in mammography and digital breast tomosynthesis was not noninferior to double readi...
www.nature.com
August 1, 2026 at 4:10 PM
despise ai. i also realize it has a place in fields that have nothing to do w/art. i don't have to have ultrasounds & a biopsy every year w/mammo bc i'm not classified as high risk dense breast tissue anymore, bc they can see better. less invasive WITH clear scans
www.nature.com/articles/s41...
www.nature.com/articles/s41...
Evidence from a prospective multicenter silent trial suggest potential for AI-assisted triage of chest X-rays https://doi.org/10.1148/ryai.250964 #CARSINT2026 #radiology
July 3, 2026 at 11:15 AM
Evidence from a prospective multicenter silent trial suggest potential for AI-assisted triage of chest X-rays https://doi.org/10.1148/ryai.250964 #CARSINT2026 #radiology
Evidence from a prospective multicenter silent trial suggest potential for AI-assisted triage of chest X-rays https://doi.org/10.1148/ryai.250964 #ChestRad #CXR #ML
April 24, 2026 at 11:15 PM
Evidence from a prospective multicenter silent trial suggest potential for AI-assisted triage of chest X-rays https://doi.org/10.1148/ryai.250964 #ChestRad #CXR #ML
"Solving the Inbound Lead Nightmare: Architecting an AI Triage Pipeline with n8n and LLMs" by Shashwat Tiwari
#agentic-ai #ai-agents #ai-assisted-workflows #cloud-concepts #ai-engineering
#agentic-ai #ai-agents #ai-assisted-workflows #cloud-concepts #ai-engineering
Solving the Inbound Lead Nightmare: Architecting an AI Triage Pipeline with n8n and LLMs
"B2B sales teams lose high-value deals when reps spend hours sorting enterprise buyers from free-trial seekers. This event-driven automation solves the bottleneck in under 5 seconds. Using n8n, custom JavaScript, and Google Gemini, it ingests website form leads, filters personal domains, evaluates Ideal Customer Profile (ICP) fit, and drafts a custom sales pitch. Hot leads trigger an interactive Slack card with 1-click CRM approval, cutting response time from 4 hours to seconds."
community.aws
October 4, 2026 at 6:30 PM
"Solving the Inbound Lead Nightmare: Architecting an AI Triage Pipeline with n8n and LLMs" by Shashwat Tiwari
#agentic-ai #ai-agents #ai-assisted-workflows #cloud-concepts #ai-engineering
#agentic-ai #ai-agents #ai-assisted-workflows #cloud-concepts #ai-engineering
Evidence from a prospective multicenter silent trial suggest potential for AI-assisted triage of chest X-rays https://doi.org/10.1148/ryai.250964 #ArtificialIntelligence #ML #MachineLearning
May 7, 2026 at 11:15 AM
Evidence from a prospective multicenter silent trial suggest potential for AI-assisted triage of chest X-rays https://doi.org/10.1148/ryai.250964 #ArtificialIntelligence #ML #MachineLearning
AI Triage of Normal Chest Radiographs: A Silent Trial and Failure Analysis https://doi.org/10.1148/ryai.250964 #CXR #AI #ML
April 26, 2026 at 11:15 PM
AI Triage of Normal Chest Radiographs: A Silent Trial and Failure Analysis https://doi.org/10.1148/ryai.250964 #CXR #AI #ML
Evidence from a prospective multicenter silent trial suggest potential for AI-assisted triage of chest X-rays https://doi.org/10.1148/ryai.250964 #ChestRad #AI #ML
April 25, 2026 at 11:15 PM
Evidence from a prospective multicenter silent trial suggest potential for AI-assisted triage of chest X-rays https://doi.org/10.1148/ryai.250964 #ChestRad #AI #ML
AI Triage of Normal Chest Radiographs: A Silent Trial and Failure Analysis https://doi.org/10.1148/ryai.250964 #ISMRM26 #MRI #radiology
May 11, 2026 at 11:15 AM
AI Triage of Normal Chest Radiographs: A Silent Trial and Failure Analysis https://doi.org/10.1148/ryai.250964 #ISMRM26 #MRI #radiology
AI Triage of Normal Chest Radiographs: A Silent Trial and Failure Analysis https://doi.org/10.1148/ryai.250964 #ISMRM26 #MRI #radiology
May 10, 2026 at 11:15 AM
AI Triage of Normal Chest Radiographs: A Silent Trial and Failure Analysis https://doi.org/10.1148/ryai.250964 #ISMRM26 #MRI #radiology
AI Triage of Normal Chest Radiographs: A Silent Trial and Failure Analysis https://doi.org/10.1148/ryai.250964 #ChestRad #ML #MachineLearning
May 8, 2026 at 11:15 AM
AI Triage of Normal Chest Radiographs: A Silent Trial and Failure Analysis https://doi.org/10.1148/ryai.250964 #ChestRad #ML #MachineLearning
Evidence from a prospective multicenter silent trial suggest potential for AI-assisted triage of chest X-rays https://doi.org/10.1148/ryai.250964 #ChestRad #CXR #MachineLearning
April 22, 2026 at 11:15 PM
Evidence from a prospective multicenter silent trial suggest potential for AI-assisted triage of chest X-rays https://doi.org/10.1148/ryai.250964 #ChestRad #CXR #MachineLearning
Impressive advancements in AI related to breast cancer predictions.
AI-based triage and decision support in mammography and digital tomosynthesis for breast cancer screening: a paired, noninferiority trial | Nature Medicine
share.google/K2OdH7MrYR83...
AI-based triage and decision support in mammography and digital tomosynthesis for breast cancer screening: a paired, noninferiority trial | Nature Medicine
share.google/K2OdH7MrYR83...
AI-based triage and decision support in mammography and digital tomosynthesis for breast cancer screening: a paired, noninferiority trial - Nature Medicine
The breast cancer screening trial found that using automated artificial intelligence to triage and support decisions in mammography and digital breast tomosynthesis was not noninferior to double reading.
share.google
April 9, 2026 at 3:40 PM
Impressive advancements in AI related to breast cancer predictions.
AI-based triage and decision support in mammography and digital tomosynthesis for breast cancer screening: a paired, noninferiority trial | Nature Medicine
share.google/K2OdH7MrYR83...
AI-based triage and decision support in mammography and digital tomosynthesis for breast cancer screening: a paired, noninferiority trial | Nature Medicine
share.google/K2OdH7MrYR83...
AI beats doctors at triage in a Harvard test. ER meets 'Terminal Man.' www.theguardian.com/... #AI #health #ethics #scifi
AI outperforms doctors in Harvard trial of emergency triage diagnoses
Researchers say results mark a really ‘profound change in technology that will reshape medicine’
www.theguardian.com
May 12, 2026 at 7:54 PM
AI beats doctors at triage in a Harvard test. ER meets 'Terminal Man.' www.theguardian.com/... #AI #health #ethics #scifi
OpenAI's o1 correctly diagnosed 67% of ER patients vs. 50-55% by triage doctors https://www.theguardian.com/technology/2026/apr/30/ai-outperforms-doctors-in-harvard-trial-of-emergency-triage-diagnoses
comments #theguardian.com
comments #theguardian.com
May 4, 2026 at 2:00 AM
OpenAI's o1 correctly diagnosed 67% of ER patients vs. 50-55% by triage doctors https://www.theguardian.com/technology/2026/apr/30/ai-outperforms-doctors-in-harvard-trial-of-emergency-triage-diagnoses
comments #theguardian.com
comments #theguardian.com
1/2 An absolute fortune! The #RedTories have SPAFFED £10Billion on its #AISlop rollout in the #NHS - based on ONE *questionable* #AI-triage-trial at a #GP practice in Sussex!😬🤦
Just as the #AISlopBubble is about to go POP!💥
#GetThemOUT of our lives!🤬
www.nationalhealthexecutive.com/articles/nhs...
Just as the #AISlopBubble is about to go POP!💥
#GetThemOUT of our lives!🤬
www.nationalhealthexecutive.com/articles/nhs...
September 3, 2026 at 4:39 PM
1/2 An absolute fortune! The #RedTories have SPAFFED £10Billion on its #AISlop rollout in the #NHS - based on ONE *questionable* #AI-triage-trial at a #GP practice in Sussex!😬🤦
Just as the #AISlopBubble is about to go POP!💥
#GetThemOUT of our lives!🤬
www.nationalhealthexecutive.com/articles/nhs...
Just as the #AISlopBubble is about to go POP!💥
#GetThemOUT of our lives!🤬
www.nationalhealthexecutive.com/articles/nhs...
OpenAI's o1 correctly diagnosed 67% of ER patients vs. 50-55% by triage doctors | Discussion
AI outperforms doctors in Harvard trial of emergency triage diagnoses
Researchers say results mark a really ‘profound change in technology that will reshape medicine’
www.theguardian.com
May 3, 2026 at 8:00 PM
OpenAI's o1 correctly diagnosed 67% of ER patients vs. 50-55% by triage doctors | Discussion
