Paula Dhiman @pauladhiman
CRUK Senior Researcher in Medical Statistics. Interested in prediction modelling research and meta-research @CSMOxford @EQUATORNetwork Joined September 2016-
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NEW PAPER out today in @bmj_latest TRIPOD+AI: reporting recommendations for studies developing or validating prediction models for use in healthcare that use #machinelearning methods bmj.com/content/385/bm… #ArtificialIntelligence #AIstandards #OpenAccess Please share 🙏
NEW PAPER in @JClinEpi "SPIN-PM: A consensus framework to evaluate the presence of spin in studies on prediction models" --> tinyurl.com/4nwa4eb6 #machinelearning #spothehype #seethroughthehype #keepitreal
👇ONLY 10 PLACES LEFT to attend our UK Centre's ONLINE Publication School! 📅14-17 May 2024 ⏲️12:30-17:00 (BST) GMT 🌎ONLINE- Zoom ✉️[email protected] Sign up here--> tinyurl.com/3huarts4
👇ONLY 10 PLACES LEFT to attend our UK Centre's ONLINE Publication School! 📅14-17 May 2024 ⏲️12:30-17:00 (BST) GMT 🌎ONLINE- Zoom ✉️[email protected] Sign up here--> tinyurl.com/3huarts4
NEW #OpenAccess paper (led by @pauladhiman) in @JClinEpi "Prediction model protocols indicate better adherence to recommended guidelines for study conduct and reporting" sciencedirect.com/science/articl… Findings will feed into TRIPOD-P (guidance for protocols) nature.com/articles/s4225…
Applications for our next ONLINE Publication School is now open! See post and link for more details!
Applications for our next ONLINE Publication School is now open! See post and link for more details!
NEW PAPER and some positive findings of practice in prediction model research Prediction model protocols indicate better adherence to recommended guidelines for study conduct and reporting shorturl.at/agJ58
All 3 papers (#openaccess) now out in the @bmj_latest on the **Evaluation of clinical prediction models** part 1: tinyurl.com/3h4zfvfw part 2: tinyurl.com/ynytrpmx part 3: tinyurl.com/2cfc9uj3 #stats #MachineLearning #predictiveanalytics
NEW PAPER: Who knew that Avengers Endgame was actually about bootstrapping and instability?! Head into the multiverse of madness and read about bootstrapping and instability from another perspective! t.ly/DUA5V
*NEW PAPER superbly led by @blevis_epi * "Risk of bias assessments in IPD meta-analyses of test accuracy & prediction models: a review shows improvements are needed" @JClinEpi - with guidance for undertaking RoB assessments in IPDMA of tests & models sciencedirect.com/science/articl…
New paper: Sport Journals scored low on #OpenScience Much more work is needed, particularly code and data sharing tinyurl.com/58pbtnyd @GSCollins @dt_hughes @francoimpell @OSPpatrick @Richard_D_Riley @pauladhiman @stefankluzek @H2O_SportsMD @amraisanen @WakePitchingLab
NEW #openaccess paper in @JClinEpi #Openscience practices need substantial improvement in prognostic models in oncology using #machinelearning -> tinyurl.com/468m8buw Registration & protocols rare, data & code sharing uncommon, prediction models largely unavailable☹️
It 'should' be obvious but you can't use a prediction model when the predictors aren't known at the moment of prediction. Here @pauladhiman and I comment on one such prediction model... --> tinyurl.com/5c56t6ef #statstwitter #epitwitter
New paper: ‘How to check a simulation study’ now out in @IntJEpidemiol Ever run a simulation study and realised the results don’t make sense or you don’t believe them? Then this one is for you, because we’ve been there (too many times)! academic.oup.com/ije/advance-ar…
We are hiring! 📣Are you a health economist with a passion for real world data, economic evaluations, decision making? Check this out!⬇️ ndorms.ox.ac.uk/jobs/research-… #JobAlert #healtheconomics #research
Great opportunity to work with a great team!
Great opportunity to work with a great team!
In the July Issue of the @JClinEpi we highlight several papers presenting issues on prediction models and prognostic tools @DavidTovey @AVeroniki @RL_Hooper jclinepi.com/article/S0895-…
📢 NEWS: @joie_ensor releases 'pmvalsampsize' for Stata! Calculates sample size needed for external validation of a prediction model - targets precise calibration, discrimination & clinical utility tinyurl.com/2eac5whx based on tinyurl.com/5n7685rn tinyurl.com/mtypcskk
📢 NEWS: @joie_ensor releases 'pmvalsampsize' for Stata! Calculates sample size needed for external validation of a prediction model - targets precise calibration, discrimination & clinical utility tinyurl.com/2eac5whx based on tinyurl.com/5n7685rn tinyurl.com/mtypcskk
NEW CORRESPONDENCE announcing the development of the TRIPOD-P reporting guideline - the protocol extension to @TRIPODStatement and for studies planning to develop or validate a prediction model using statistical or machine learning methods rdcu.be/dj17o @DrXiaoLiu
NEW PAPER: Sample size is not being considered when developing a prediction model Only 8% of studies justified their sample size and unsurprisingly 73% didn’t meet their minimum required sample size (using Riley et al formulae) by a median of 75 events tinyurl.com/yc8aw8uk
If you torture the statistician long enough they will confess they still don't fully understand your research question
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AFC Richmond @AFCRichmond
450K Followers 31 Following Official AFC Richmond Twitter account #RichmondTillWeDie
Patrick Muller @PatrickM42
55 Followers 93 Following Statistician and epidemiologist, formerly of @LSHTM now at @NICEComms
SnellingGroup @SnellingGroup
241 Followers 566 Following Research Group from @Sarah_JB_S working to understand tissue signatures & cell-biomaterial interactions to improve soft tissue repair @ndorms @UniofOxford
👇ONLY 10 PLACES LEFT to attend our UK Centre's ONLINE Publication School! 📅14-17 May 2024 ⏲️12:30-17:00 (BST) GMT 🌎ONLINE- Zoom ✉️[email protected] Sign up here--> tinyurl.com/3huarts4
Looking for training on how to write a research article about your health research? Sign up for our UK Centre's ONLINE Publication School! 📅14-17 May 2024 ⏲️12:30-17:00 (BST) GMT 🌎 ONLINE - Zoom ✉️[email protected] More info here: ndorms.ox.ac.uk/graduate-cours…
Pleased to say I’ve finally graduated (third time lucky?!) from @ICR_London. Huge thank you to @ICR_CTSU & my supervisors @NPortaStat & @EmmaHall71 for their unwavering support over the years. Beautiful venue at the Guildhall. #PhD #graduation
Big day for @ICRharry & @HollyTovey! everything ready... @ICR_CTSU
NEW #OpenAccess paper (led by @pauladhiman) in @JClinEpi "Prediction model protocols indicate better adherence to recommended guidelines for study conduct and reporting" sciencedirect.com/science/articl… Findings will feed into TRIPOD-P (guidance for protocols) nature.com/articles/s4225…
📣 Proud to announce the development of the BETTA (Building collaboration bEtween paTient and public contributors and sTatisticiAns) framework! Working with many others, the goal is to develop resources for PPIE contributors to learn about statistics in medical research.
Young-career statisticians and data scientists …. Abstract submission is now open for this fantastic meeting in Birmingham! I’ll be giving a talk about what I’ve learnt during the ups and downs of my career, and am helping with a pre conference course on risk prediction models
📢ANNOUNCEMENT!📢 Abstract submission is now open until Friday 3rd May! Submit your abstracts here: sites.google.com/view/youngstat… @statsyss
NEW paper in @JClinEpi (led by @DrOctothorpe1 & Sally Hopewell) that describes, & explains the rationale for, the methods used & decisions made during development of the updated SPIRIT 2024 and CONSORT 2024 reporting guidelines (which will appear later this year). #OpenAccess
RIP Dave. You brought joy to so many.
Hi everyone, I’m afraid I bear some sad news. Most of you will know Dave has been fighting cancer for the past couple of years. Last night, on 28th February 2024, with Lili, Dave’s wife, his family, close friend David and myself by his side, he passed away peacefully at home. All…
@pauladhiman @GSCollins @R_L_Whittle @CSMOxford Good to see some good news! For a change!
Read one of our latest papers by @BarrenadaLasai @pauladhiman @GSCollins @laure_wynants @jan_verbakel and @BenVanCalster which examines the use of ADNEX, a risk prediction model for diagnosis of ovarian cancer. bit.ly/3usPIAY #womenshealth #ADNEX
NEW paper in @BMJMedicine involving @pauladhiman & @GSCollins and led by collaborators @BarrenadaLasai and @BenVanCalster looking at the predictive accuracy of the ADNEX model for the diagnosis of ovarian cancer bmjmedicine.bmj.com/content/3/1/e0…
Discover our latest research in @BMJMedicine! We conduct a systematic review and meta-analysis of external validations of the ADNEX model for ovarian cancer diagnosis, highlighting areas for methodological reporting improvement. bmjmedicine.bmj.com/content/3/1/e0…
All 3 papers (#openaccess) now out in the @bmj_latest on the **Evaluation of clinical prediction models** part 1: tinyurl.com/3h4zfvfw part 2: tinyurl.com/ynytrpmx part 3: tinyurl.com/2cfc9uj3 #stats #MachineLearning #predictiveanalytics
It's 2024 yet academics are still told to evidence excellence in EVERY area conceivable - this is not healthy or sensible We should focus on an individual's contribution & strengths, in the context of their particular job role & objectives 🙏 1/2
Exactly. We all know that it is not healthy or sensible, but you still get the feeling that all round excellence is the norm. That is impossible, but those who seem to do it mostly do it 'on paper'. In reality: unreasonable delegations of tasks, no time (but with co-authorship).
It's 2024 yet academics are still told to evidence excellence in EVERY area conceivable - this is not healthy or sensible We should focus on an individual's contribution & strengths, in the context of their particular job role & objectives 🙏 1/2
NEW PAPER in @BMCMedicine 'Clinical prediction models and the multiverse of madness' ->tinyurl.com/47jk287y Which follows on from our earlier work on the importance of assessing prediction model instability -> tinyurl.com/tjnddxr8 #statstwitter #statsX #MachineLearning
@GSCollins @BMCMedicine @Richard_D_Riley @pauladhiman @glen_martin1 @LucindaAArcher @CSMOxford @UniofOxford @OxfordMedSci @ndorms Some whole fields of science are multiverses of madness ..they just don't know it! 🙄
@pauladhiman @Richard_D_Riley @GSCollins @LucindaAArcher @glen_martin1 Great paper - thanks for sharing. Love the title!
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