Pranav Rajpurkar PhD
@rajpurkar.bsky.social
Radiology AI | Asst Professor at Harvard medical school | Co-Founder a2z Radiology AI
Reposted by Pranav Rajpurkar PhD
@rajpurkar.bsky.social Biomedical Informatics Research Colloquia
“Beyond Assistance: Rethinking AI-Human Integration in Radiology”
Pranav Rajpurkar, PhD.
Thursday, April 17th, 2025
12:00 to 1:00 pm PST
stanford.zoom.us/j/9788759601...
Webinar ID: 978 8759 6012
Webinar Passcode: 420642
“Beyond Assistance: Rethinking AI-Human Integration in Radiology”
Pranav Rajpurkar, PhD.
Thursday, April 17th, 2025
12:00 to 1:00 pm PST
stanford.zoom.us/j/9788759601...
Webinar ID: 978 8759 6012
Webinar Passcode: 420642
April 13, 2025 at 3:31 PM
@rajpurkar.bsky.social Biomedical Informatics Research Colloquia
“Beyond Assistance: Rethinking AI-Human Integration in Radiology”
Pranav Rajpurkar, PhD.
Thursday, April 17th, 2025
12:00 to 1:00 pm PST
stanford.zoom.us/j/9788759601...
Webinar ID: 978 8759 6012
Webinar Passcode: 420642
“Beyond Assistance: Rethinking AI-Human Integration in Radiology”
Pranav Rajpurkar, PhD.
Thursday, April 17th, 2025
12:00 to 1:00 pm PST
stanford.zoom.us/j/9788759601...
Webinar ID: 978 8759 6012
Webinar Passcode: 420642
A pleasure to be included as part of the innovation driving our field forward!
April 6, 2025 at 9:38 PM
A pleasure to be included as part of the innovation driving our field forward!
Reposted by Pranav Rajpurkar PhD
Our @nature.com paper today on multimodal generative #AI for interpretation of medical images and generating reports across many specialties nature.com/articles/s41... @rajpurkar.bsky.social
free access rdcu.be/efcIG
free access rdcu.be/efcIG
March 26, 2025 at 4:43 PM
Our @nature.com paper today on multimodal generative #AI for interpretation of medical images and generating reports across many specialties nature.com/articles/s41... @rajpurkar.bsky.social
free access rdcu.be/efcIG
free access rdcu.be/efcIG
Reposted by Pranav Rajpurkar PhD
Our op-ed @nytopinion.nytimes.com addresses the surprising results of recent medical studies that showed A.I. alone outperformed physicians using A.I. With @rajpurkar.bsky.social
Here is a summary Table, an overview, and a gift link to the op-ed
erictopol.substack.com/p/when-docto...
Here is a summary Table, an overview, and a gift link to the op-ed
erictopol.substack.com/p/when-docto...
When Doctors With A.I. Are Outperformed by A.I. Alone
Interpreting Some Surprising Results
erictopol.substack.com
February 3, 2025 at 2:28 PM
Our op-ed @nytopinion.nytimes.com addresses the surprising results of recent medical studies that showed A.I. alone outperformed physicians using A.I. With @rajpurkar.bsky.social
Here is a summary Table, an overview, and a gift link to the op-ed
erictopol.substack.com/p/when-docto...
Here is a summary Table, an overview, and a gift link to the op-ed
erictopol.substack.com/p/when-docto...
Our new essay in @nytimes.com: What if letting doctors and AI each focus on their strengths works better than constant collaboration? Some early & surprising evidence. w/ @erictopol.bsky.social
www.nytimes.com/2025/02/02/o...
www.nytimes.com/2025/02/02/o...
Opinion | How Doctors Can Best Integrate A.I. Into Medical Care
Research suggests physicians are undervaluing how artificial intelligence can improve medical care.
www.nytimes.com
February 2, 2025 at 3:02 PM
Our new essay in @nytimes.com: What if letting doctors and AI each focus on their strengths works better than constant collaboration? Some early & surprising evidence. w/ @erictopol.bsky.social
www.nytimes.com/2025/02/02/o...
www.nytimes.com/2025/02/02/o...
Reposted by Pranav Rajpurkar PhD
How do LLMs really perform in diagnosis? There are claims of superhuman AI performance on clinical vignettes, which have much of the relevant information included. That's not how medicine works. That’s why @rajpurkar.bsky.social and I worked on CRAFT-MD: www.nature.com/articles/s41...
An evaluation framework for clinical use of large language models in patient interaction tasks - Nature Medicine
By simulating realistic doctor–patient conversations, a framework can be applied to large language models to investigate shortcomings and bias in patient interactions, providing insight before actual ...
www.nature.com
January 12, 2025 at 7:15 PM
How do LLMs really perform in diagnosis? There are claims of superhuman AI performance on clinical vignettes, which have much of the relevant information included. That's not how medicine works. That’s why @rajpurkar.bsky.social and I worked on CRAFT-MD: www.nature.com/articles/s41...
Reposted by Pranav Rajpurkar PhD
Our new essay @TheLancet on certifying generalist medical #AI systems, from a template of the training process in medicine
www.thelancet.com/journals/lan... @rajpurkar.bsky.social
www.thelancet.com/journals/lan... @rajpurkar.bsky.social
A clinical certification pathway for generalist medical AI systems
There have been extensive evaluations of artificial intelligence (AI) systems for narrow medical tasks, but more work is needed to systematically evaluate and deploy AI systems that can perform a broad range of medical tasks. The medical training process itself might offer a template for addressing this challenge. Clinicians undergo rigorous education and training, progressing through stages of increasing responsibility and autonomy. Similarly, generalist medical AI systems could be subjected to a phased certification model before they are granted greater autonomy in patient care.
www.thelancet.com
January 2, 2025 at 11:40 PM
Our new essay @TheLancet on certifying generalist medical #AI systems, from a template of the training process in medicine
www.thelancet.com/journals/lan... @rajpurkar.bsky.social
www.thelancet.com/journals/lan... @rajpurkar.bsky.social
Reposted by Pranav Rajpurkar PhD
Important #AI chatbot for medical diagnosis report today @naturemedicine.bsky.social by @rajpurkar.bsky.social and colleagues, and coverage @newscientist.bsky.social
www.nature.com/articles/s41...
www.newscientist.com/article/2462...
www.nature.com/articles/s41...
www.newscientist.com/article/2462...
January 2, 2025 at 5:10 PM
Important #AI chatbot for medical diagnosis report today @naturemedicine.bsky.social by @rajpurkar.bsky.social and colleagues, and coverage @newscientist.bsky.social
www.nature.com/articles/s41...
www.newscientist.com/article/2462...
www.nature.com/articles/s41...
www.newscientist.com/article/2462...
Our new Harvard/Stanford study out today in Nature Medicine! Our results show language models, while strong at medical exams, stumble when they need to gather patient information through natural conversation - a key finding as healthcare explores AI integration.
How to solve? Enter CRAFT-MD.
How to solve? Enter CRAFT-MD.
January 2, 2025 at 2:09 PM
Our new Harvard/Stanford study out today in Nature Medicine! Our results show language models, while strong at medical exams, stumble when they need to gather patient information through natural conversation - a key finding as healthcare explores AI integration.
How to solve? Enter CRAFT-MD.
How to solve? Enter CRAFT-MD.
I don't think it's widely clear to the #RadiologyAI community just how poorly GPT-4V compares with the top report generation models on chest X-rays, like MedVersa or MAIRA-2.
It's clear we need a way to track progress.
It's clear we need a way to track progress.
December 18, 2024 at 8:48 PM
I don't think it's widely clear to the #RadiologyAI community just how poorly GPT-4V compares with the top report generation models on chest X-rays, like MedVersa or MAIRA-2.
It's clear we need a way to track progress.
It's clear we need a way to track progress.
Reposted by Pranav Rajpurkar PhD
Please welcome MedAutoCorrect = Spelling check for medical imaging reports.
"Model leverages image-conditioned data processing to enhance the accuracy of medical report generation."
It seems simple, yet at the same time, it is incredibly advanced.
arxiv.org/pdf/2412.02971
@rajpurkar.bsky.social
"Model leverages image-conditioned data processing to enhance the accuracy of medical report generation."
It seems simple, yet at the same time, it is incredibly advanced.
arxiv.org/pdf/2412.02971
@rajpurkar.bsky.social
December 13, 2024 at 9:48 AM
Please welcome MedAutoCorrect = Spelling check for medical imaging reports.
"Model leverages image-conditioned data processing to enhance the accuracy of medical report generation."
It seems simple, yet at the same time, it is incredibly advanced.
arxiv.org/pdf/2412.02971
@rajpurkar.bsky.social
"Model leverages image-conditioned data processing to enhance the accuracy of medical report generation."
It seems simple, yet at the same time, it is incredibly advanced.
arxiv.org/pdf/2412.02971
@rajpurkar.bsky.social
Delighted to launch 2 new short courses on AI for Medicine, now open for registration at Harvard Medical School online learning platform!
Medical Image Interpretation course page: onlinelearning.hms.harvard.edu/hmx/hmx-pro/...
Medical Image Interpretation course page: onlinelearning.hms.harvard.edu/hmx/hmx-pro/...
December 13, 2024 at 12:42 AM
Delighted to launch 2 new short courses on AI for Medicine, now open for registration at Harvard Medical School online learning platform!
Medical Image Interpretation course page: onlinelearning.hms.harvard.edu/hmx/hmx-pro/...
Medical Image Interpretation course page: onlinelearning.hms.harvard.edu/hmx/hmx-pro/...
“Automation neglect” may be responsible for suboptimal human ai collaboration @erictopol.bsky.social @rsnasky.bsky.social #rsna24 #radiology #ai
December 2, 2024 at 5:30 PM
“Automation neglect” may be responsible for suboptimal human ai collaboration @erictopol.bsky.social @rsnasky.bsky.social #rsna24 #radiology #ai
No FDA approved Ai for level 3 and 4 AI!
December 2, 2024 at 5:21 PM
No FDA approved Ai for level 3 and 4 AI!
December 2, 2024 at 5:17 PM
If a machine makes the same mistake again and again, it's precise. but that's not what we want. We also need accurate AI.
Talk from @erictopol.bsky.social at @rsnasky.bsky.social #RSNA
Talk from @erictopol.bsky.social at @rsnasky.bsky.social #RSNA
December 2, 2024 at 5:12 PM
If a machine makes the same mistake again and again, it's precise. but that's not what we want. We also need accurate AI.
Talk from @erictopol.bsky.social at @rsnasky.bsky.social #RSNA
Talk from @erictopol.bsky.social at @rsnasky.bsky.social #RSNA
Excited for the keynote of @erictopol.bsky.social at #RSNA24.
December 2, 2024 at 5:04 PM
Excited for the keynote of @erictopol.bsky.social at #RSNA24.
Powerful plenary keynote by @curtlanglotz.bsky.social, painting the vision for a future with intelligent connections in radiology.
AI powered draft reporting being showcased on bone x-rays
AI powered draft reporting being showcased on bone x-rays
December 1, 2024 at 11:09 PM
Powerful plenary keynote by @curtlanglotz.bsky.social, painting the vision for a future with intelligent connections in radiology.
AI powered draft reporting being showcased on bone x-rays
AI powered draft reporting being showcased on bone x-rays
Reposted by Pranav Rajpurkar PhD
The @rsnasky.bsky.social meeting is the largest medical meeting in the world. The radiology community is the pacesetter for medical #AI, that we can all learn from. I'm excited to give a presentation during tomorrow morning's plenary session
reg.meeting.rsna.org/flow/rsna/rs... #RSNA2024
reg.meeting.rsna.org/flow/rsna/rs... #RSNA2024
December 1, 2024 at 7:49 PM
The @rsnasky.bsky.social meeting is the largest medical meeting in the world. The radiology community is the pacesetter for medical #AI, that we can all learn from. I'm excited to give a presentation during tomorrow morning's plenary session
reg.meeting.rsna.org/flow/rsna/rs... #RSNA2024
reg.meeting.rsna.org/flow/rsna/rs... #RSNA2024
Excited to be back at #RSNA2024! 🎉 It's going to be a packed one.
I'm delighted to showcase a2z-2: our AI model that can detect 140 findings in abdomen-pelvis CT scans, ranging from acute appendicitis to aortic aneurysms. It is currently available for research use and clinical trials.
I'm delighted to showcase a2z-2: our AI model that can detect 140 findings in abdomen-pelvis CT scans, ranging from acute appendicitis to aortic aneurysms. It is currently available for research use and clinical trials.
November 30, 2024 at 6:09 PM
Excited to be back at #RSNA2024! 🎉 It's going to be a packed one.
I'm delighted to showcase a2z-2: our AI model that can detect 140 findings in abdomen-pelvis CT scans, ranging from acute appendicitis to aortic aneurysms. It is currently available for research use and clinical trials.
I'm delighted to showcase a2z-2: our AI model that can detect 140 findings in abdomen-pelvis CT scans, ranging from acute appendicitis to aortic aneurysms. It is currently available for research use and clinical trials.
140 Findings. The most comprehensive detection for abdomen-pelvis CTs. This is what it means to go from A to Z.
November 26, 2024 at 4:17 PM
140 Findings. The most comprehensive detection for abdomen-pelvis CTs. This is what it means to go from A to Z.
Looking forward to discussing some science!
November 22, 2024 at 10:22 PM
Looking forward to discussing some science!