Emily Alsentzer
@emilyalsentzer.bsky.social
Assistant Professor at Stanford. Trustworthy, deployable ML/NLP for healthcare.
Reposted by Emily Alsentzer
Not too big. Not too small.
#ML4H2025 is just right for deep conversations and building meaningful connections.
Come get your healthy dose of ML research and vitamin D in sunny San Diego!
Register today: ahli.cc/ml4h-register/
It might be your favorite conference of the year!
#ML4H2025 is just right for deep conversations and building meaningful connections.
Come get your healthy dose of ML research and vitamin D in sunny San Diego!
Register today: ahli.cc/ml4h-register/
It might be your favorite conference of the year!
November 18, 2025 at 6:43 PM
Not too big. Not too small.
#ML4H2025 is just right for deep conversations and building meaningful connections.
Come get your healthy dose of ML research and vitamin D in sunny San Diego!
Register today: ahli.cc/ml4h-register/
It might be your favorite conference of the year!
#ML4H2025 is just right for deep conversations and building meaningful connections.
Come get your healthy dose of ML research and vitamin D in sunny San Diego!
Register today: ahli.cc/ml4h-register/
It might be your favorite conference of the year!
Reposted by Emily Alsentzer
New pre-print from @emilyalsentzer.bsky.social et. al., CHIL 2025 convened experts to discuss critical themes in healthcare AI, including user-centric explainability, bias mitigation, domain adaptation, foundation models, and learning from small medical datasets.
#MedSky #MLSky #MedAI
#MedSky #MLSky #MedAI
Reflections from Research Roundtables at the Conference on Health, Inference, and Learning (CHIL) 2025
The 6th Annual Conference on Health, Inference, and Learning (CHIL 2025), hosted by the Association for Health Learning and Inference (AHLI), was held in person on June 25-27, 2025, at the University…
arxiv.org
October 22, 2025 at 3:33 PM
New pre-print from @emilyalsentzer.bsky.social et. al., CHIL 2025 convened experts to discuss critical themes in healthcare AI, including user-centric explainability, bias mitigation, domain adaptation, foundation models, and learning from small medical datasets.
#MedSky #MLSky #MedAI
#MedSky #MLSky #MedAI
Reposted by Emily Alsentzer
Perspective by Irene Y. Chen, PhD, and Emily Alsentzer, PhD: Redefining Bias Audits for Generative AI in Health Care nejm.ai/4mhOFte
@irenetrampoline.bsky.social @emilyalsentzer.bsky.social #AI #MedSky #MLSky
@irenetrampoline.bsky.social @emilyalsentzer.bsky.social #AI #MedSky #MLSky
August 29, 2025 at 1:15 PM
Perspective by Irene Y. Chen, PhD, and Emily Alsentzer, PhD: Redefining Bias Audits for Generative AI in Health Care nejm.ai/4mhOFte
@irenetrampoline.bsky.social @emilyalsentzer.bsky.social #AI #MedSky #MLSky
@irenetrampoline.bsky.social @emilyalsentzer.bsky.social #AI #MedSky #MLSky
Reposted by Emily Alsentzer
🚨 Calling all health AI founders & builders!
Join us at Health AI Builders: A CHIL Unconference — June 25th @ UC Berkeley.
💡 Real talk on AI, regulation, GTM, & fundraising
👥 Small-group convos, big impact
🎯 Apply to attend: lu.ma/2arsxv64
#CHIL2025 #HealthAI #ML4H
Join us at Health AI Builders: A CHIL Unconference — June 25th @ UC Berkeley.
💡 Real talk on AI, regulation, GTM, & fundraising
👥 Small-group convos, big impact
🎯 Apply to attend: lu.ma/2arsxv64
#CHIL2025 #HealthAI #ML4H
May 23, 2025 at 9:27 PM
🚨 Calling all health AI founders & builders!
Join us at Health AI Builders: A CHIL Unconference — June 25th @ UC Berkeley.
💡 Real talk on AI, regulation, GTM, & fundraising
👥 Small-group convos, big impact
🎯 Apply to attend: lu.ma/2arsxv64
#CHIL2025 #HealthAI #ML4H
Join us at Health AI Builders: A CHIL Unconference — June 25th @ UC Berkeley.
💡 Real talk on AI, regulation, GTM, & fundraising
👥 Small-group convos, big impact
🎯 Apply to attend: lu.ma/2arsxv64
#CHIL2025 #HealthAI #ML4H
Reposted by Emily Alsentzer
It’s finally out! We brought a multidisciplinary team of physicians, computer scientists, and engineers to red team LLMs for healthcare uses. And we have shared the dataset! www.nature.com/articles/s41...
Red teaming ChatGPT in medicine to yield real-world insights on model behavior - npj Digital Medicine
npj Digital Medicine - Red teaming ChatGPT in medicine to yield real-world insights on model behavior
www.nature.com
March 7, 2025 at 6:46 PM
It’s finally out! We brought a multidisciplinary team of physicians, computer scientists, and engineers to red team LLMs for healthcare uses. And we have shared the dataset! www.nature.com/articles/s41...
Reposted by Emily Alsentzer
Required reading If you ever use models to brainstorm.
Really nice study design: Domain expert researchers search for plagiarized papers of LLM- systems that generate research plans. Many successfully find papers, verified by authors of those papers.
But very hard to detect, see screenshot.
Really nice study design: Domain expert researchers search for plagiarized papers of LLM- systems that generate research plans. Many successfully find papers, verified by authors of those papers.
But very hard to detect, see screenshot.
February 28, 2025 at 6:16 AM
Required reading If you ever use models to brainstorm.
Really nice study design: Domain expert researchers search for plagiarized papers of LLM- systems that generate research plans. Many successfully find papers, verified by authors of those papers.
But very hard to detect, see screenshot.
Really nice study design: Domain expert researchers search for plagiarized papers of LLM- systems that generate research plans. Many successfully find papers, verified by authors of those papers.
But very hard to detect, see screenshot.
Reposted by Emily Alsentzer
Clinical #AI has come a long way, but are we losing some of the core principles of NLP? Dr. @emilyalsentzer.bsky.social discusses how early rule-based approaches still offer valuable lessons for today’s AI-powered clinical decision support. Full episode: nejm.ai/4gOGeSo
#MedSky #MLSky
#MedSky #MLSky
February 25, 2025 at 3:42 PM
Clinical #AI has come a long way, but are we losing some of the core principles of NLP? Dr. @emilyalsentzer.bsky.social discusses how early rule-based approaches still offer valuable lessons for today’s AI-powered clinical decision support. Full episode: nejm.ai/4gOGeSo
#MedSky #MLSky
#MedSky #MLSky
Reposted by Emily Alsentzer
Dr. @emilyalsentzer.bsky.social, a Stanford faculty member and expert in clinical #AI, discusses the evolution of natural language processing, the challenges of AI in clinical settings, and what the future holds for open-source medical AI. Full episode: nejm.ai/4gOGeSo
#MedSky #MLSky
#MedSky #MLSky
February 19, 2025 at 2:22 PM
Dr. @emilyalsentzer.bsky.social, a Stanford faculty member and expert in clinical #AI, discusses the evolution of natural language processing, the challenges of AI in clinical settings, and what the future holds for open-source medical AI. Full episode: nejm.ai/4gOGeSo
#MedSky #MLSky
#MedSky #MLSky
Reposted by Emily Alsentzer
To move forward as a field, clinicians need to design benchmarks that better align with the tasks LLMs are expected to perform upon deployment. Read the editorial by Inioluwa Deborah Raji, BAS, @roxanadaneshjou.bsky.social, and @emilyalsentzer.bsky.social: nejm.ai/3PK8v1D
#MedSky #AI #MLSky
#MedSky #AI #MLSky
February 7, 2025 at 3:04 PM
To move forward as a field, clinicians need to design benchmarks that better align with the tasks LLMs are expected to perform upon deployment. Read the editorial by Inioluwa Deborah Raji, BAS, @roxanadaneshjou.bsky.social, and @emilyalsentzer.bsky.social: nejm.ai/3PK8v1D
#MedSky #AI #MLSky
#MedSky #AI #MLSky
Reposted by Emily Alsentzer
Well said, and very nice!
It’s Time to Bench the Medical Exam Benchmark @roxanadaneshjou.bsky.social @emilyalsentzer.bsky.social
ai.nejm.org/doi/full/10....
It’s Time to Bench the Medical Exam Benchmark @roxanadaneshjou.bsky.social @emilyalsentzer.bsky.social
ai.nejm.org/doi/full/10....
It’s Time to Bench the Medical Exam Benchmark
Medical licensing examinations, such as the United States Medical Licensing Examination,
have become the default benchmarks for evaluating large language models (LLMs) in
health care. Performance o...
ai.nejm.org
January 23, 2025 at 8:57 PM
Well said, and very nice!
It’s Time to Bench the Medical Exam Benchmark @roxanadaneshjou.bsky.social @emilyalsentzer.bsky.social
ai.nejm.org/doi/full/10....
It’s Time to Bench the Medical Exam Benchmark @roxanadaneshjou.bsky.social @emilyalsentzer.bsky.social
ai.nejm.org/doi/full/10....
Medical licensing exams are convenient, but don’t reflect real-world clinical tasks. With LLMs already in EHRs, we need evals to match real-world needs. Let’s partner w/ hospitals piloting these tools to create diverse task-specific evaluations.
w/@rajiinio.bsky.social @roxanadaneshjou.bsky.social
w/@rajiinio.bsky.social @roxanadaneshjou.bsky.social
January 24, 2025 at 4:59 AM
Medical licensing exams are convenient, but don’t reflect real-world clinical tasks. With LLMs already in EHRs, we need evals to match real-world needs. Let’s partner w/ hospitals piloting these tools to create diverse task-specific evaluations.
w/@rajiinio.bsky.social @roxanadaneshjou.bsky.social
w/@rajiinio.bsky.social @roxanadaneshjou.bsky.social
Reposted by Emily Alsentzer
Amazing - 30th anniversary of @pacsym.bio. Celebrating the amazing co-chairs and staff that have made this conference possible! #psb25
January 5, 2025 at 6:49 PM
Amazing - 30th anniversary of @pacsym.bio. Celebrating the amazing co-chairs and staff that have made this conference possible! #psb25
Submit an abstract to join us in Puerto Rico!
✨focus on real-world deployment of AI into the clinic with practical, in-depth discussions
✨intimate setting for detailed conversations & networking to start new collaborations
✨beachfront hotel 🌴
✨focus on real-world deployment of AI into the clinic with practical, in-depth discussions
✨intimate setting for detailed conversations & networking to start new collaborations
✨beachfront hotel 🌴
The SAIL 2025 CALL FOR ABSTRACTS is open! Join us May 6-9 in Puerto Rico! In-person attendance is limited to those with accepted work. @NEJM_AI will award scholarships to top abstracts. Travel support is also available. Submit here by January 17: sail.health/event/sail-2.... #SAIL25
November 27, 2024 at 6:49 AM
Submit an abstract to join us in Puerto Rico!
✨focus on real-world deployment of AI into the clinic with practical, in-depth discussions
✨intimate setting for detailed conversations & networking to start new collaborations
✨beachfront hotel 🌴
✨focus on real-world deployment of AI into the clinic with practical, in-depth discussions
✨intimate setting for detailed conversations & networking to start new collaborations
✨beachfront hotel 🌴
Reposted by Emily Alsentzer
phd students in ML for health: my team based in cambridge UK is hiring interns for 2025!
jobs.careers.microsoft.com/global/en/sh...
jobs.careers.microsoft.com/global/en/sh...
Search Jobs | Microsoft Careers
jobs.careers.microsoft.com
November 20, 2024 at 3:07 PM
phd students in ML for health: my team based in cambridge UK is hiring interns for 2025!
jobs.careers.microsoft.com/global/en/sh...
jobs.careers.microsoft.com/global/en/sh...
Reposted by Emily Alsentzer
Couldn't find a machine learning for health starter pack so I made one.
DM/Reply if you want to be added!
go.bsky.app/PJKJ8vK
DM/Reply if you want to be added!
go.bsky.app/PJKJ8vK
November 17, 2024 at 6:34 AM
Couldn't find a machine learning for health starter pack so I made one.
DM/Reply if you want to be added!
go.bsky.app/PJKJ8vK
DM/Reply if you want to be added!
go.bsky.app/PJKJ8vK