Nikita Makarov
nikitamakarov.bsky.social
Nikita Makarov
@nikitamakarov.bsky.social
LLMs & Digital Twins for Cancer | PhD student at Roche pRED & Helmholtz Munich | Opinions are my own
Pinned
DT-GPT: showing that LLMs can forecast patient trajectories (1/10)

Now in npj Digital Medicine www.nature.com/articles/s41...
Also in Doctor Penguin!

Big thanks to Maria Bordukova, @raulrod.bsky.social Papichaya Quengdaeng Daniel Garger @fschmich.bsky.social Michael Menden Helmholtz Munich Roche
DT-GPT: showing that LLMs can forecast patient trajectories (1/10)

Now in npj Digital Medicine www.nature.com/articles/s41...
Also in Doctor Penguin!

Big thanks to Maria Bordukova, @raulrod.bsky.social Papichaya Quengdaeng Daniel Garger @fschmich.bsky.social Michael Menden Helmholtz Munich Roche
October 7, 2025 at 7:36 AM
Reposted by Nikita Makarov
A new model, DT-GPT, uses LLMs to forecast patient health trajectories, enabling "digital twins." By processing raw EHR data, it outperformed state-of-the-art methods in cancer, ICU, and Alzheimer's cohorts and can even forecast untrained variables.
#MedSky #MedAI #MLSky
Large language models forecast patient health trajectories enabling digital twins - npj Digital Medicine
npj Digital Medicine - Large language models forecast patient health trajectories enabling digital twins
www.nature.com
October 2, 2025 at 2:47 PM
Reposted by Nikita Makarov
[1/4] 🎉 We're thrilled to announce the general release of three de-identified, longitudinal EHR datasets from Stanford Medicine—now freely available for non-commercial research use worldwide! 🚀
Learn more on our HAI blog:
hai.stanford.edu/news/advanci...
Advancing Responsible Healthcare AI with Longitudinal EHR Datasets
Current evaluations of AI models in healthcare rely on limited datasets like MIMIC, lacking complete patient trajectories. New benchmark datasets offer an alternative.
hai.stanford.edu
February 13, 2025 at 1:38 AM
Want to push the limits of LLMs in drug development?

🚀Apply now for our 2 summer internships for 2025:

1️⃣ Multimodal - www.linkedin.com/jobs/view/40...
2️⃣ Preclinical - www.linkedin.com/jobs/view/40...

DM me if you have any questions or know anybody who would be interested in this.
www.linkedin.com
December 16, 2024 at 12:19 PM
Reposted by Nikita Makarov
For my fellow researchers in AI, Medical, and Healthcare domain:, Here is the Medical AI Startup pack if you are new there
go.bsky.app/PddA2uy
Medical AI
Join the conversation
go.bsky.app
November 27, 2024 at 9:13 AM
Reposted by Nikita Makarov
I created a starter pack for Health AI and Informatics. Mix of folks (reporters and researchers) that I think you should follow.

I've got room to include more, so please tag anyone you think I should add! 🧪🩺 🤖 🛟
October 25, 2024 at 3:06 PM
Introducing DT-GPT: showing that LLMs can forecast patient trajectories (1/8)

Pre-print here 👉 medrxiv.org/content/10.1...

Big thanks to Maria Bordukova, @raulrod.bsky.social, Fabian Schmich, Michael Menden, UniMelb, HelmholtzMunich, Roche
November 20, 2024 at 10:04 AM