antoniatsv Goto Github PK

followers: 5.0 following: 8.0 repos: 7.0 gists: 0.0

Name: Antonia Tsvetanova

Type: User

Company: The University of Cambridge

Bio: Postdoc at the MRC Biostatistics Unit Cambridge working on Bayesian methods for early phase clinical trials.

Twitter: AntoniaTsv

Location: London, United Kingdom

Blog: https://www.mrc-bsu.cam.ac.uk/people/in-alphabetical-order/t-to-z/antonia-tsvetanova/

Antonia Tsvetanova's Projects

cpm-literature-review

A literature review exploring how missing data was handled across the pipeline of commonly used UK clinical prediction models

htl0039732-dose-escalation-trial

Two-parameter Bayesian logistic dose-escalation model to find the maximum tolerated dose (MTD) of HTL0039732 agent alone and in combination with a backbone agent in patients with solid tumours.

medspacy_medinfo_2023

Supplementary information for the medspaCy workshop presentation at MedInfo 2023 in Sydney, Australia

ml-algorithms-sim-study

A simulation study completed during a visit at the Microsoft Research, Cambridge (May-Sept, 2022)

Implications for bias in estimated predictive performance when using different approaches to handle missing data across validation and implementation of a clinical prediction model: examples from cardio-thoracic surgery

r-compatibility-sim-study

A simulation study looking at which combinations of missing data handling methods across a prediction model's pipeline are compatible, and which ones lead to bias.

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