SPIRIT-AI & CONSORT-AI

| SPIRIT-AI & CONSORT-AI
Improving the quality of evidence of clinical trials for AI interventions

[SPIRIT-AI & CONSORT-AI @ConsortSpiritAI]

We are honoured to be recognised as a 'Notable Advance of 2020' @NatureMedicine, ensuring transparency in medical #AI.
Thank you to all who supported, and continue to support, SPIRIT-AI & CONSORT-AI
@CONSORTing @EQUATORNetwork

[EQUATOR Network @EQUATORNetwork]

Calling all patients, carers, healthcare professionals, and researchers working on or using #clinicaltrials: Help shape the next update of the CONSORT and SPIRIT reporting guidelines!

Sign up here to have your say on what should be included: https://t.co/uMDatbde6e

[Nature Medicine @NatureMedicine]

4/6 We have a special interest in trials of new technologies, #AI in healthcare and the #microbiome. If you are submitting a trial in one of these areas, make sure that you submit the relevant checklist with your paper. @ConsortSpiritAI https://t.co/k4xSw8JsmD

[The Lancet Digital Health @LancetDigitalH]

NEW Research: 'AI recognition of patient #race in medical imaging: a modelling study'. #ArtificialIntelligence @EmoryRadiology @SCAI_ASU @IUPUInformatics @MIT_IMES @BIDMC_Medicine @UofTCompSci @MITEECS @StanfordMed @TheAIML @FSUCoM @dulyhealth_care
https://t.co/6fAjxzRQQ3

[MIT Jameel Clinic for AI & Health @AIHealthMIT]

what some people might expect.

Read more in MIT News: https://t.co/GN80qJD2bQ (2/2)

[Gary Collins @GSCollins]

"#AI applied to breast cancer treatment outcomes documented limited external validation & model calibration, with substantial risk of bias, significant gaps in reporting, and poor code & data availability"

- https://t.co/RdhYKhsZzO

Use TRIPOD https://t.co/dNuw3dWwmi

#mltwitter

[Xiao Liu @DrXiaoLiu]

Just published today @NatureMedicine! Reporting of early-stage evaluation of #AI: specifically focussing on feasibility, human factors and safety. Great to be part of this initiative spearheaded by ⭐️Baptiste Vasey⭐️Peter McCulloch & the DECIDE-AI team!
https://t.co/MpsEmtoPTd

[Melissa McCradden @MMccradden]

SUPER excited this paper is now out. The facade of a division between ethics and science has contributed to the problems we now face when trying to make AI equitable. To better support #ethicalAI and #healthequity using AI in healthcare we must... 1/5

[Gary Collins @GSCollins]

NEW piece in @AnnalsofSurgery (led by @viknesh_s) setting the scene for upcoming reporting guidelines for #AI / #MachineLearning based diagnostic test accuracy (@STARD_AI) & model development/validation studies (@TRIPOD-AI)

https://t.co/9duaJhsR80

#ml4h #mltwitter #statstwitter

[Gary Collins @GSCollins]

Just launched the 2nd (and final) round of the TRIPOD-AI Delphi survey seeking consensus on how to report studies developing/validating #MachineLearning based clinical prediction models.

DM me if you want to participate.

#statstwitter #mltwitter #ml4h #medtwitter #epitwitter

[EQUATOR Network @EQUATORNetwork]

Fantastic to see reporting guidelines included in this @WHO evidence generation framework for AI-based medical devices! Includes @CONSORTing, SPIRIT, @ConsortSpiritAI, DECIDE-AI, STARD-AI, and @TRIPODStatement-ML.

[SPIRIT-AI & CONSORT-AI @ConsortSpiritAI]

Great to see @ConsortSpiritAI evidence standards in the @WHO framework for #AI in cervical cancer screening, as well as @EQUATORNetwork @STARD_AI @TRIPODStatement

[Dr Stephanie Kuku MD @StephanieKuku]

.@WHO’s Evidence Generation Framework for #AI- based Medical Devices, Including a use-case for Cervical Cancer screening is a result of extraordinary collaboration and I’m delighted that Women’s Health is showcased as an area of immense potential for implementing innovation

[Xiao Liu @DrXiaoLiu]

New quality assessment tool QUADAS-AI for #AI diagnostic accuracy studies, compliments upcoming reporting standards @STARD_AI.
Led by the brilliant @viknesh_s plus an incredible team:

[Gary Collins @GSCollins]

Announcing a new initiative in @NatureMedicine to develop a quality assessment tool for #ArtificialIntelligence-centered diagnostic test accuracy studies: QUADAS-AI

=> https://t.co/4Ksuydk6X2

[Gary Collins @GSCollins]

"Commentary: Reporting Guidelines for Studies on #ArtificialIntelligence: What Neurosurgeons Should Know" (https://t.co/TwpeVwul9c) - highlighting CONSORT-AI & SPIRIT-AI and upcoming STARD-AI & TRIPOD-AI / PROBAST-AI

@EQUATORNetwork @ConsortSpiritAI @STARD_AI @TRIPODStatement

[RSS Medical Section @RSSMedSection]

The recording of "Statistical literacy in health research in the age of machine learning and artificial intelligence" is now available on the @RoyalStatSoc @YouTube channel!
@NIHRStatistics @GSCollins @DrXiaoLiu @ConsortSpiritAI @TRIPODStatement

https://t.co/uhoOnu1dvU

[Gary Collins @GSCollins]

Newly published protocols in @BMJ_Open describing our development process behind upcoming reporting guidelines & risk of bias tools for #MachineLearning based clinical prediction model studies (https://t.co/GbUyyS6ROh) & diagnostic test accuracy studies (https://t.co/mRG6OndA3x)

[TRIPODStatement @TRIPODStatement]

Our #openaccess protocol is now available in @BMJ_Open describing the methods to develop TRIPOD-AI reporting guideline and PROBAST-AI risk of bias tool for #MachineLearning prediction models. (https://t.co/wsmHgILkGw)

[EQUATOR Network @EQUATORNetwork]

Are you developing or validating a prediction model using artificial intelligence? The new @TRIPODStatement extension is on its way!

TRIPOD-AI is registered as a reporting guideline under development with us: https://t.co/jOT2PFBbC0

[TRIPODStatement @TRIPODStatement]

Our new study looking at completeness of reporting of #MachineLearning based clinical prediction models against the TRIPOD Statement (https://t.co/zG0ZFM37mv).

Findings will feed into our upcoming guidance for reporting #MachineLearning prediction models)
@GSCollins @CarlMoons