Curt Ginder

Cardiology + Critical Care Fellow @BrighamWomens, MD/MBA @UChicago, Co-Founder @TimeDocHealth. Interested in risk prediction, data science, and entrepreneurship

[Marinka Zitnik @marinkazitnik]

Excited to see that 130+ teams have already entered CUREBench @NeurIPSConf 2025 Challenge

Start here: https://t.co/HKw4IogWAR

Evaluate AI deeply and broadly for therapeutics

@GaoShanghua
@cziscience @MilkenInstitute @BiswasFamilyFdn @cziscience Rare as One program @harvardmed @BrighamWomens @HarvardDBMI @harvardmed @KempnerInst @MIT @broadinstitute

[Curt Ginder @CurtGinder]

Check out CUREBench - our recently launched competition @NeurIPSConf 2025 to evaluate AI models in drug decision-making and treatment planning.

@marinkazitnik @GaoShanghua

@HarvardDBMI @harvardmed @KempnerInst @MIT @broadinstitute

[Marinka Zitnik @marinkazitnik]

📣 Competition launch alert! CUREBench competition at @NeurIPSConf 2025

Start here: https://t.co/HKw4IogWAR

Benchmarking AI for therapeutic reasoning, drug discovery, treatment planning, and therapeutic decision-making

🎯 Track 1: Develop AI models that rely on parametric memory alone
🎯 Track 2: Build AI agents that use external tools and resources
🎯 Evaluation will be done by agentic judges and human disease experts, in collaboration with our partners @cziscience and @harvard
💰 $40,000 in prizes, Starter Kit, Travel Awards, and more
⏰ Entry deadline: October 15, 2025

A big thank you to our partners: @cziscience @MilkenInstitute @BiswasFamilyFdn @cziscience Rare as One program @harvardmed @BrighamWomens

Organized by an amazing team: @GaoShanghua @RichardYXZhu @ZKong50693 @xiaorui_su @CurtGinder Sufian Aldogom, Ishita Das, Taylor Evans, Theo Tsiligkaridis. Big congrats to @GaoShanghua for spearheading this effort

@HarvardDBMI @harvardmed @KempnerInst @MIT @broadinstitute

[Marinka Zitnik @marinkazitnik]

🌍 Excited to open up our global evaluation of AI for drug decision-making and therapeutic reasoning @GaoShanghua

Want to shape the future of therapeutic AI, from understanding existing medicines to developing new treatments for diseases with limited options?

Start here: https://t.co/uCdmJV6waU

How you can participate:

1️⃣ Evaluate TxAgent

Test-drive TxAgent, our AI built for therapeutic reasoning across all drugs since 1939, powered by a universal toolbox of 200+ tools. Assess its reasoning on accuracy, clinical relevance, drug safety, and more, each evaluation takes ~10 minutes.

Learn about TxAgent: https://t.co/tvn5L2vZZ0 and https://t.co/7YXZtmfjBP

2️⃣ Challenge the AI

Submit your toughest therapeutic questions: rare diseases, unmet patient needs, or how to safely extend existing treatments, including combination therapies and personalized treatments. Help build an open library of challenges and shape smarter biomedical AI

@GaoShanghua @ZKong50693 @RichardYXZhu @xiaorui_su @CurtGinder Sufian Aldogom

Thanks to our many partners:
@HarvardDBMI @harvardmed @Harvard @KempnerInst @harvard_data @MIT @broadinstitute @BrighamWomens @MilkenInstitute @BiswasFamilyFdn @cziscience

[Adam Berman, MD MPH @adambermanmd]

Incredibly excited to publish our NOTIFY-LVH randomized trial of 648 patients within the @MassGenBrigham system, highlighting the potential of leveraging preexisting cardiovascular data to improve the detection and treatment of chronic cardiovascular conditions.

[Curt Ginder @CurtGinder]

@GaryPeng20 @paulzei @Dan_Marcusa Dan Marcusa, FACC, SAG-AFTRA @Dan_Marcusa https://t.co/UWoMeqkOWW

[A.J. Rogers @ajrogers_md]

Check out our editorial on work by @CurtGinder and @gauravaupadhyay using readily-available remote #ICD data to predict arrhythmic events <1 month. @JACCJournals

#MachineLearning #AI #EPeeps #CardioTwitter #ACC23 #WCCardio

@StanfordCVI @S_NarayanMD

https://t.co/kDzIfBJTon

[JACC Journals @JACCJournals]

Can real-time remote monitoring #ICD data predict #VT/VF? In this #JACC study, neural network modeling predicted VT/VF in the 30 days prior to events. https://t.co/S7AoSUMG4Z

#MachineLearning #AI #epICD #CardioTwitter #ACC23 #WCCardio @CurtGinder @gauravaupadhyay

[Curt Ginder @CurtGinder]

I am very thankful for the invaluable research training and support I received as a student @UChiPritzker and for the mentorship and guidance from @gauravaupadhyay that made this study possible.

[Curt Ginder @CurtGinder]

Thrilled to share our work looking at the prediction of VT/VF using remote monitoring ICD data!

[JACC Journals @JACCJournals]

Can real-time remote monitoring #ICD data predict #VT/VF? In this #JACC study, neural network modeling predicted VT/VF in the 30 days prior to events. https://t.co/S7AoSUMG4Z

#MachineLearning #AI #epICD #CardioTwitter #ACC23 #WCCardio @CurtGinder @gauravaupadhyay

[Brigham & Women's CV Fellows @BrighamFellows]

So excited and incredibly humbled to welcome this very talented group of incoming fellows to the Brigham and Women' Cardiology Fellowship. Welcome to the family!

[Ron Blankstein @RonBlankstein]

Now published: our manuscript on development & validation of NLP algorithms for assessing cardiovascular risk factors led by @adamberman @davidwbiery 👏

▶️ Highly accurate method ; superior to other approaches https://t.co/FljCKxDdUQ

[Veradigm® Network @VeradigmNetwork]

On the @Allscripts Blog: Transforming the virtual health landscape #OpenADP @TimeDocHealth https://t.co/fvJwjI9HnU

[Curt Ginder @CurtGinder]

Excited to have the opportunity to continue my training @BrighamFellows! Thankful for the family, friends, and mentors who have supported me along the way.

[Brigham & Women's CV Fellows @BrighamFellows]

We are very excited and proud to welcome an incredibly talented group of incoming fellows to the Brigham and Women's Cardiology Fellowship!!! #TheFutureIsBright #BWHCVFellowship

[Curt Ginder @CurtGinder]

@annavolerman Thank you! Very appreciative of your support and for my education at @UChiPritzker

[Adam Berman, MD MPH @adambermanmd]

Thank you @RonBlankstein @DLBHATTMD (and many others) for the incredible mentorship and support. It truly takes a village. Looking forward to elucidating novel insights into Lp(a) and CV prevention in this unique cohort 🙏

[Curt Ginder @CurtGinder]

Great two weeks on the Cardiology “Smith” team with this all-star crew @tmmichelangelo

[Curt Ginder @CurtGinder]

I pledge to continue opposing racism & hate. To set aside my implied right to silence, inaction, & comfort, and act to leverage my privilege to make a difference. Join me. @EJBrea @jillian_molli @cgireland2 @WalkerReddMD

[Filipe A Moura, MD, PhD @FilipeAMoura]

I pledge to continue opposing racism & hate. To set aside my implied right to silence, inaction, & comfort, and act to leverage my privilege to make a difference. Join me.
@sgleeMD @StephMooreMD @AJBloodMD @adambermanmd @CurtGinder

[Chicago Inno @ChicagoInno]

Chicago startup @TimeDocHealth, a health care startup that creates virtual care management software for hospitals, raised $5.7M in new funding https://t.co/oYzdYxU3JW

[Curt Ginder @CurtGinder]

Important work reviewing the (rare!) successful applications of EHR Machine Learning products. Highlights the gap between initial hype and subsequent effort needed to launch something that actually impacts patient care.

[Brigham Digital Innovation Hub @BWHiHub]

.@ycombinator is coming to Boston! @BWHiHub is hosting a fireside chat and happy hour on Tues. 2/11. RSVP: https://t.co/BXlf2ZaJoB #innovation #digitalhealth #biotech