Reporting guidelines for clinical prediction (including for AI/ML) TRIPOD+AI (https://xitter.cf/t.co/Z1UKuwdaSS) TRIPOD-LLM (https://xitter.cf/t.co/09Pdjb0uS0)
Joined September 2013
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TRIPODStatement retweeted
We are setting out to develop some new recommendations (TRIPOD-CODE) to provide guidance on reporting the availability & structure of code for predictive AI healthcare tools
Watch this space & read the protocol here
link.springer.com/article/10…
#transparency #code #reproducibility
TRIPODStatement retweeted
Thank you @Anaes_Journal for the incredible opportunity to share our work! Grateful to the GRAITE-USRA steering group, all Delphi experts & endorsing societies for their invaluable contributions, insights & support. A true multidisciplinary effort to improve AI reporting in RA 🙏🏼
Guidance for reporting AI technology evaluations for ultrasound scanning in regional anaesthesia
@xiaoxi_6 @Jennythatcanbl1 @davidwhewson @STHJournalClub @bowness_james
#anaesthesia #regionalanaesthesia #regionalanesthesia #AI #MedTwitter
doi.org/10.1111/anae.16733
TRIPODStatement retweeted
Attention #AI researchers, clinicians, patients, editors, publishers, & beyond👋
Just in 🖨️ - the #CHART reporting guideline ✅ for studies evaluating #genAI models like #ChatGPT & other #LLMs for health advice
Statement:
👉bit.ly/CHARTbmjmed
👉bit.ly/CHARTbjs
👉bit.ly/CHARTbmc
👉bit.ly/CHARTjamao
👉bit.ly/CHARTannfam
👉bit.ly/CHARTartmed
E&E:
👉bit.ly/CHARTbmj
Published in @BMJMedicine @BJSurgery @JAMANetworkOpen @BMCMedicine @AnnFamMed & Art Med
@GuyattGH | @GSCollins | @Cacciamani_MD | @CLaineMD | @AFlanagin | @thirumasu | @AlfonsoIorio | @juliomayol | @nliulab | @riazagha | @DrXiaoLiu | @SunjayaMD | @drnipunverma | @YJeremyNg | @mike_mitt | @meerpohl | @Tfeend | @eloder | @HelenFrankish | @LoebStacy | @tylermckechnie | @YungLeeMDMPH
@EQUATORNetwork
TRIPODStatement retweeted
NEW PAPER in @bmj_latest "Dealing with continuous variables and modelling non-linear associations in healthcare data: practical guide"
--> bmj.com/content/390/bmj-2024…
#methodologymatters
TRIPODStatement retweeted
🌏 Advancing international partnership for governing generative #AI (#GenAI) models in #medicine and #healthcare. We introduce POLARIS-GM initiative: a scenario-based, consensus-driven framework for GenAI #governance and #regulation. @NatureMedicine
nature.com/articles/s41591-0…
TRIPODStatement retweeted
NEW PREPRINT "Critical Appraisal of Fairness Metrics in Clinical Predictive AI"
-> arxiv.org/abs/2506.17035
We identified 62 fairness metrics (& growing) - unsurprisingly it's all a bit of a mess...with most metrics not fit for purpose
#predictiveAI #fairness #machinelearning
TRIPODStatement retweeted
Reporting guidelines have become an essential instrument of scientific integrity. We need to make the leap from just producing reporting guidelines to helping researchers put them into practice, writes @GSCollins
bmj.com/content/389/bmj.r718…
TRIPODStatement retweeted
A periodic reminder that if you are writing up your study developing/validating a #machinelearning clinical prediction model then make sure you are reporting all the necessary information by following the TRIPOD+AI standards 🙏
tinyurl.com/4kv7pb3m
#transparency #AI
TRIPODStatement retweeted
Underpinning the FUTURE-AI recommendations 👇 is transparency
TRIPOD+AI recommendations are essential to ensure all key details are completely & transparently reported
bmj.com/content/385/bmj-2023…
#predictiveAI #machinelearning #trustworthyAI #healthcareAI #digitalhealth
This paper describes the FUTURE-AI framework, which provides guidance for the development and deployment of trustworthy AI tools in healthcare, @KarimLekadir and colleagues
bmj.com/content/388/bmj-2024…
TRIPODStatement retweeted
This paper describes the FUTURE-AI framework, which provides guidance for the development and deployment of trustworthy AI tools in healthcare, @KarimLekadir and colleagues
bmj.com/content/388/bmj-2024…
TRIPODStatement retweeted
"Advances in LLMs have stretched regulatory structures to their limits, exposing a patchwork of solutions that do not fully encompass the nuances of these models." New @EQUATORNetwork guideline for biomedical applications of LLMs by @dbittermanmd et al: nature.com/articles/s41591-0…
TRIPODStatement retweeted
10/ 🌐 Learn more and access the guideline here: nature.com/articles/s41591-0… Together, we can ensure AI advances responsibly, improving healthcare outcomes while minimizing risks. Let’s build a fair, transparent AI future! 🌟 #AI4Good
TRIPODStatement retweeted
1/ 🌟 Exciting news for healthcare AI! The TRIPOD-LLM guideline sets new standards for reporting studies involving large language models (LLMs) in healthcare.
A game-changer for transparency and reproducibility. Here’s a deep dive! 🧵👇 #AIinHealthcare #LLMs
TRIPODStatement retweeted
TRIPOD-LLM is out! Check out our consensus guidelines for reporting #LLM research in biomedicine. TRIPOD-LLM is intended to be a living guideline to keep up with the rapid advances in #LLMs/Gen AI. Kudos to lead author @JackGallifant
TRIPODStatement retweeted
Periodic reminder: If you need help on what information to report when writing up your #MachineLearning prediction model, then TRIPOD+AI recommendations are here to fill that gap.
--> bmj.com/content/385/bmj-2023…
TRIPODStatement retweeted
👇 That means following the TRIPOD+AI reporting guideline if you are developing or validating a #machinelearning prediction model
bmj.com/content/385/bmj-2023…
#ArtificialIntelligence #transparency #researchintegrity
2024 revision to the Declaration of Helsinki @JAMA_current highlights the importance of completeness & accuracy of study reports + adhere to accepted guidelines for reporting
jamanetwork.com/journals/jam…
Visit our guideline repository at the EQUATOR Network
equator-network.org
TRIPODStatement retweeted
Great to see TRIPOD+AI (& CONSORT-AI) mentioned in the @The_MRC "Interim guidance for biomedical AI and software developers" to ensure tools are fit for purpose & the benefits available to all in society
ukri.org/publications/interi…
TRIPOD+AI guidance here
bmj.com/content/385/bmj-2023…
TRIPODStatement retweeted
2024 revision to the Declaration of Helsinki @JAMA_current highlights the importance of completeness & accuracy of study reports + adhere to accepted guidelines for reporting
jamanetwork.com/journals/jam…
Visit our guideline repository at the EQUATOR Network
equator-network.org
TRIPODStatement retweeted
🌍Collaborative Assessment for Responsible and Ethical AI Implementation (CARE-AI)—a novel tool designed to guide the ethical deployment of AI-based prediction models in clinical settings.
nature.com/articles/s41591-0…
#AI #AIEthics #ethics #DukeNUS
TRIPODStatement retweeted
Remember if you're doing any clinical predictive #AI - model development or validation, then make your research is usable by reporting your study according to the TRIPOD+AI recommendations
bmj.com/content/385/bmj-2023…
#MachineLearning #ArtificialIntelligence #PredictiveAI
