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Joie Ensor

@joieensor

Medical Statistician at BESTEAM, University of Birmingham. Meta-analysis, Prediction modelling for Prognosis & Diagnosis, Methodologist, Software

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Latest posts by Joie Ensor @joieensor

https://tinyurl.com/3y7phy86

*NEW COURSE*
"Individual Participant Data (IPD) Meta-Analysis Projects: A Practical Introduction"

πŸ“… 23-24 Sept 2025 | Online

Covers whole project: rationale & planning; obtaining, cleaning & harmonising IPD; risk of bias & meta-analysis; reporting and dissemination

t.co/2Jsz5si1I1

02.09.2025 14:22 πŸ‘ 3 πŸ” 4 πŸ’¬ 0 πŸ“Œ 0

Learn from the experiences of both faculty and fellow participants in launching and undertaking IPDMA projects - a great opportunity to share solutions to common hurdles throughout these large-scale projects

02.09.2025 09:23 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Individual Participant Data Meta-Analysis Projects: A practical introduction for healthcare research Non-credit (Online) - University of Birmingham Learn how to conduct individual participant data meta-analyses in healthcare research with this practical short course from the University of Birmingham.

πŸ”¬ COURSE: Individual Participant Data (IPD) Meta-Analysis Projects

πŸ“… Sept 23-24, 2025 | Online course

πŸ‘¨β€πŸ« Expert faculty: Prof Richard Riley & team

🎯 Perfect for researchers, statisticians, clinicians & study managers

πŸ’‘ Learn when & how to conduct IPD meta-analyses

tinyurl.com/3y7phy86

02.09.2025 09:23 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

**NEW OPEN-ACCESS PAPER**

β€œA decomposition of Fisher’s information to inform sample size for developing or updating fair and precise clinical prediction models for individual riskβ€”part 1: binary outcomes"

- published in Diagnostic & Prognostic Research
- implemented in pmstabilityss

1/n

08.07.2025 06:56 πŸ‘ 25 πŸ” 11 πŸ’¬ 3 πŸ“Œ 0
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Importance of sample size on the quality and utility of AI-based prediction models for healthcare Rigorous study design and analytical standards are required to generate reliable findings in healthcare from artificial intelligence (AI) research. On…

**New Lancet DH paper**

"Importance of sample size on the quality & utility of AI-based prediction models for healthcare"

- for broad audience
- explains why inadequate SS harms #AI model training, evaluation & performance
- pushback to claims SS irrelevant to AI research

πŸ‘‡
tinyurl.com/yrje52fn

02.06.2025 15:18 πŸ‘ 34 πŸ” 15 πŸ’¬ 2 πŸ“Œ 2
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up next is Rebecca Whittle talking on sample size calculations for developing prediction models with a continuous outcome

#memtab

30.04.2025 10:45 πŸ‘ 4 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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next up is @joieensor.bsky.social talking about his work on software implementation for sample size calculations for targeting precise risk predictions - code available to do this available here

github.com/JoieEnsor/pm...

#memtab

30.04.2025 10:31 πŸ‘ 3 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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Uncertainty of risk estimates from clinical prediction models: rationale, challenges, and approaches Clinical prediction models estimate an individual’s risk (probability) of a health related outcome to help guide patient counselling and clinical decision making. Most models provide a single point es...

**NEW BMJ PAPER**

"Uncertainty of risk estimates from clinical prediction models: rationale, challenges, and approaches"

- most models provide just a risk estimate
- we argue for presenting associated uncertainty too
- includes pros, cons, PPIE & methods

Hope helpful!
www.bmj.com/content/388/...

13.02.2025 11:13 πŸ‘ 66 πŸ” 28 πŸ’¬ 3 πŸ“Œ 2
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🚨 Last call for #MEMTAB2025 abstracts!

Closing TONIGHT 11:59pm UK time

Join us in Birmingham this April to explore "Methodology That Stands the Test"

Present your work on models & test evaluation methods in healthcare!

Accepted abstracts published in #DPRjournal! πŸ“ŠπŸ”¬ https://buff.ly/3C2Xkxy

17.01.2025 12:15 πŸ‘ 3 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

Really excited about this speaker (part of a session on PPIE within methodology research for prediction models & test evaluation)

uobevents.eventsair.com/memtab-2025/...

13.01.2025 15:34 πŸ‘ 3 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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We're delighted to welcome Emily Lam as a speaker at #MEMTAB2025! With extensive experience in nursing, research & public involvement, Emily will share insights on patient participation in methodology research in a dedicated session. Learn more about her work & MEMTAB: https://buff.ly/4gTUtGJ

13.01.2025 12:05 πŸ‘ 3 πŸ” 2 πŸ’¬ 0 πŸ“Œ 1
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Abstract Submission - MEMTAB 2025

🎡 "Hello, is it me you're looking for?"
- The #MEMTAB2025 extended deadline to your unfinished abstract!

New deadline: Friday 17th January

Because some methodological love stories need a little more time to unfold ❀️

Submit here:

10.01.2025 12:00 πŸ‘ 5 πŸ” 3 πŸ’¬ 0 πŸ“Œ 1
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Meet our next #MEMTAB2025 speaker: Dr. Mohsen Sadatsafavi! @msafavi.bsky.social

An epidemiologist bridging clinical & policy decision-making through innovative Value of Information analysis. Expert in healthcare efficiency & uncertainty quantification.

Learn more: https://buff.ly/4gTUtGJ

08.01.2025 15:12 πŸ‘ 1 πŸ” 3 πŸ’¬ 0 πŸ“Œ 1
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Pre-conference Courses - MEMTAB 2025

πŸ“Š Master systematic reviews of prognosis studies at #MEMTAB2025 pre-conference course!

Join Dr Damen & Prof Moons on April 29th for comprehensive training in prognosis reviews from question through to meta-analysis.

Β£50 for conference delegates!
Details & registration:

06.01.2025 15:12 πŸ‘ 3 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
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Abstract Submission - MEMTAB 2025

πŸ—£οΈ Last call for #MEMTAB2025 abstracts! Just one week remaining to submit your work for consideration.

Whether it's a talk or poster, showcase your research alongside leading experts in the field.

Deadline: Sunday 12th Jan
Submission guidelines & portal:

05.01.2025 12:05 πŸ‘ 0 πŸ” 3 πŸ’¬ 0 πŸ“Œ 1
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Excited to introduce Dr Paula Dhiman as our next #MEMTAB2025 speaker!

A Senior Research Fellow at the University of Oxford specializing in medical statistics & ML prediction models. Current CRUK-funded researcher & Chair of QResearch Scientific Committee.

Learn more: https://buff.ly/4gTUtGJ

04.01.2025 12:05 πŸ‘ 4 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
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We're excited to welcome Dr Xiaoxuan Liu @xiaoliu.bsky.social as our third invited speaker at #MEMTAB2025!

A leader in AI & Digital Health, Dr Liu brings expertise in responsible AI innovation, regulatory science, and digital health technologies. More info: https://buff.ly/4gTUtGJ

03.01.2025 12:05 πŸ‘ 3 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
RSS contributed talk conference poster - deadline 4 April

RSS contributed talk conference poster - deadline 4 April

Why not start the new year with an abstract submission for our 2025 International Conference in Edinburgh?

20-minute talk, 5-minute rapid-fire + poster presentation options are all available

rss.org.uk/news-publica...

03.01.2025 09:35 πŸ‘ 10 πŸ” 4 πŸ’¬ 0 πŸ“Œ 1
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Pre-conference Courses - MEMTAB 2025

Join us for a pre-conference course on 29th April: An Intro to Clinical Prediction Models & Sample Size Calculations! Learn from experts like Dr Joie Ensor & Prof Richard Riley. Only Β£50. More info: https://buff.ly/40hOPZ2. #PredictionModels #MEMTAB2025

02.01.2025 15:12 πŸ‘ 2 πŸ” 3 πŸ’¬ 1 πŸ“Œ 1
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🌟 We're excited to announce Prof Laura Gray will be one of our invited speakers at the upcoming #MEMTAB2025 conference! πŸŽ‰

Professor Gray has a deep passion for meaningful patient and public involvement in methods research - an exciting opportunity for real-world impact! ✨

02.01.2025 12:05 πŸ‘ 4 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
A slide announcing Prof. Patrick Bossuyt as opening speaker for the MEMTAB 2025 conference on April 30th 2025

A slide announcing Prof. Patrick Bossuyt as opening speaker for the MEMTAB 2025 conference on April 30th 2025

🌟 Big Announcement! 🌟 We're honoured to have Dr. Patrick M. Bossuyt, a leader in test evaluation and recipient of the ADLM Wallace H. Coulter Lectureship Award, as our opening speaker at MEMTAB 2025! 🩺✨

25.11.2024 15:12 πŸ‘ 4 πŸ” 2 πŸ’¬ 1 πŸ“Œ 0

🌟 Introducing MEMTAB 2025: Methodology That Stands the Test 🌟

We are thrilled to announce MEMTAB 2025, where our theme, "Methodology That Stands the Test," will guide our exploration of rigorous methodologies in healthcare research.

22.11.2024 15:15 πŸ‘ 3 πŸ” 3 πŸ’¬ 1 πŸ“Œ 0
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Our latest recommendations for reporting #AI/#machinelearning prediction model studies in healthcare are available in the @bmj.com

bmj.com/content/385/...

Don't forget the further guidance for each reporting recommendation in the supplementary material

#MLSky #statsSky #reportingstandards

19.11.2024 22:26 πŸ‘ 28 πŸ” 15 πŸ’¬ 4 πŸ“Œ 2
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Individual participant data meta‐analysis to examine linear or non‐linear treatment‐covariate interactions at multiple time‐points for a continuous outcome Individual participant data (IPD) meta-analysis projects obtain, harmonise, and synthesise original data from multiple studies. Many IPD meta-analyses of randomised trials are initiated to identify t...

***NEW PAPER***

It's FrIPDay so please read our new IPD meta-analysis work led by Miriam Hattle:

"Individual participant data meta-analysis to examine linear or non-linear treatment-covariate interactions at multiple time-points for a continuous outcome"

onlinelibrary.wiley.com/doi/10.1002/...

11.10.2024 11:40 πŸ‘ 7 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
Home - MEMTAB 2025

*** MEMTAB 2025 ***
Interested in models, tests and biomarkers for prediction, diagnosis and monitoring in healthcare?

Please join us & share your methodology work!

29 April - 1st May 2025, Birmingham UK

Abstract submission & registration NOW OPEN πŸ˜€
uobevents.eventsair.com/memtab-2025/

15.10.2024 07:08 πŸ‘ 5 πŸ” 4 πŸ’¬ 0 πŸ“Œ 0