Fiona Kolbinger
@fionakolbinger.bsky.social
Physician-Scientist | Research Assistant Professor at Purdue University | AI for surgical decision support
Despite 10+ years of research, the field of surgical video AI remains detached from clinical needs. Our new systematic review identifies data, validation, and reporting as key bottlenecks: www.nature.com/articles/s41...
#surgicalAI #surgicaldatascience #digitalsurgery
#surgicalAI #surgicaldatascience #digitalsurgery
Artificial intelligence for surgical scene understanding: a systematic review and reporting quality meta-analysis - npj Digital Medicine
npj Digital Medicine - Artificial intelligence for surgical scene understanding: a systematic review and reporting quality meta-analysis
www.nature.com
January 27, 2026 at 7:32 PM
Despite 10+ years of research, the field of surgical video AI remains detached from clinical needs. Our new systematic review identifies data, validation, and reporting as key bottlenecks: www.nature.com/articles/s41...
#surgicalAI #surgicaldatascience #digitalsurgery
#surgicalAI #surgicaldatascience #digitalsurgery
Now out in @natcomputsci.nature.com: "Adaptive validation strategies for real-world clinical artificial intelligence"
It was a pleasure working on this piece with @jnkt.bsky.social, excited to finally see it published!
#medicalAI #clinicalAI #digitalhealth #translationalresearch
It was a pleasure working on this piece with @jnkt.bsky.social, excited to finally see it published!
#medicalAI #clinicalAI #digitalhealth #translationalresearch
📢 @fionakolbinger.bsky.social and @jnkt.bsky.social characterize the discordance between metrics used to evaluate AI tools and their clinical impact, proposing a framework to reduce this disconnect. www.nature.com/articles/s43... @tudresden.bsky.social @ekfzdigital.bsky.social
🔓 rdcu.be/eQmQp
🔓 rdcu.be/eQmQp
Adaptive validation strategies for real-world clinical artificial intelligence - Nature Computational Science
Technical metrics used to evaluate medical artificial intelligence tools often fail to predict their clinical impact. We characterize this discordance and propose a framework of study designs to guide...
www.nature.com
November 17, 2025 at 5:36 PM
Now out in @natcomputsci.nature.com: "Adaptive validation strategies for real-world clinical artificial intelligence"
It was a pleasure working on this piece with @jnkt.bsky.social, excited to finally see it published!
#medicalAI #clinicalAI #digitalhealth #translationalresearch
It was a pleasure working on this piece with @jnkt.bsky.social, excited to finally see it published!
#medicalAI #clinicalAI #digitalhealth #translationalresearch
Reposted by Fiona Kolbinger
It's not just academia that will be affected by the disruptions to research funding
https://go.nature.com/4noApj5
https://go.nature.com/4noApj5
The economic effects of federal cuts to US science — in 24 graphs
Nature - Is US science facing a recession? Growing evidence points to a looming downturn.
go.nature.com
June 27, 2025 at 11:46 AM
It's not just academia that will be affected by the disruptions to research funding
https://go.nature.com/4noApj5
https://go.nature.com/4noApj5