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Ram Bajpai

@rambajpai.bsky.social

Lecturer in Biostatistics | Evidence Synthesis | Prediction Modelling | Quantitative Epidemiology | Own opinions

125 Followers  |  419 Following  |  3 Posts  |  Joined: 12.05.2025
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Posts by Ram Bajpai (@rambajpai.bsky.social)

Jerzy Neyman (L) and Egon Pearson (R)

Jerzy Neyman (L) and Egon Pearson (R)

#OTD 1933 Egon Pearson & Jerzy Neyman publish 'On the problem of the most efficient tests of statistical hypotheses' introducing the Neyman-Pearson lemma: the most powerful test is the likelihood ratio test; the most efficient test controls error by maximizing power for a given significance level.

16.02.2026 10:47 β€” πŸ‘ 2    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
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Evaluation of performance measures in predictive artificial intelligence models to support medical decisions: overview and guidance Numerous measures have been proposed to illustrate the performance of predictive artificial intelligence (AI) models. Selecting appropriate performance measures is essential for predictive AI models i...

Our guidance regarding performance measures for medical AI models is finally out!

- Stop bashing AUROC, although it does not settle things
- Calibration and clinical utility are key
- Show risk distributions
- Classification statistics (e.g. F1) are improper

www.thelancet.com/journals/lan...

13.12.2025 14:03 β€” πŸ‘ 48    πŸ” 25    πŸ’¬ 2    πŸ“Œ 1
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!!NEW PUBLICATION!!

www.ahajournals.org/doi/10.1161/...

10.10.2025 09:15 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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!!NEW PUBLICATION!!
A total of 55 studies included (108,678 individuals) in meta-analysis. The pooled prevalence of dental fluorosis was estimated to be 34.5% (95%CI: 28.9–40.3) for all age groups, and in children (5-18 years) was 32.1% (95%CI: 26.6–37.9).
onlinelibrary.wiley.com/doi/10.1111/...

05.08.2025 09:37 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
LinkedIn This link will take you to a page that’s not on LinkedIn

!!ANNOUNCEMENT!!
Prognosis Research In Healthcare Summer school 2025
lnkd.in/ehgZZtfF

The course will take place between the 9thΒ and 11thΒ of July 2025 and will be hosted online through a dedicated custom platform.Β 
REGISTRATION DEADLINE: 30-06-2025

14.06.2025 07:31 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Dichotomization I’m writing a paper about β€œAn Empirical Assessment of the Cost of Dichotomization” together with Frank Harrell (@f2harrell) and Stephen Senn (@Stephen). In this paper, we quantify the information loss...

@erik-van-zwet.bsky.social has written a very nice blog discourse.datamethods.org/t/dichotomiz...
on the loss in dichotomising continuous outcomes. There is also a shiny app here vanzwet.shinyapps.io/info_loss/
"Don't cut your measures, cut the habit."

02.03.2025 18:01 β€” πŸ‘ 35    πŸ” 8    πŸ’¬ 2    πŸ“Œ 1