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Initiatives and aims


Database

We are identifying researchers working in prediction modelling at the IoPPN in order to establish an online database listing members’ areas of interest and expertise. To have your details included, sign up to the group here.

Seminar groups

Our monthly Machine Learning and Prediction Modelling seminar group provides researchers with an opportunity to discuss new methodologies, to present projects and to discuss problems. The group meets on the first Wednesday of every month at 4pm. If you are interested in joining, please contact Deborah Agbedjro

Workshops 

Annual workshops will be held to identify limitations of current practice in psychiatric research and to discuss and offer solutions for improvement.

The first of these, Challenges in Prediction Modelling in Psychiatry, will take place on Monday 9 December 2019. Sign up here.

Guidelines for good practice

The group aims to develop best practice guidelines for prediction modelling in psychiatry. To this end we are establishing a number of working groups. Guidelines will be based on Steyerberg’s Seven steps of prediction modelling and will integrate the recommendations of the Prognosis research strategy (PROGRESS) and the guidelines of the TRIPOD statement (Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis). Working with clinicians and service users, we plan to develop strategies to successfully implement prediction models in clinical practice.

These guidelines will form the basis of short courses offered by the Department of Biostatistics and Health Informatics and elsewhere.

  

About precision medicine and prediction modelling

About precision medicine and prediction modelling

Precision medicine is an emerging approach that focuses on identifying treatments or approaches.
Initiatives and aims

Initiatives and aims

We are finding prediction modelling researchers to establish an online database listing members’ areas of interest and expertise.
People

People

Meet the current members of the group and discover their areas of interest.
Ethics

Ethics

Predictive models that use data from individuals are an important source of information in medical settings.
Join our prediction modelling group

Join our prediction modelling group

Joining our group helps create our database of researchers and establish collaborations within our institution and beyond.
Prediction Modelling Workshop

Prediction Modelling Workshop

Videos from the inaugural workshop of our Prediction Modelling Group including presentations from world-renowned experts.
Prediction Modelling Presentations

Prediction Modelling Presentations

Our Prediction Modelling group will be hosting regular presentations to engage and introduce new members to our community.
Implementation research

Implementation research

Our Prediction Modelling Group provides innovative approaches to tackle this translational gap and advance implementation science.
Training in methodological skills for Prediction Modelling

Training

Find out more about our training in methodological skills for Prediction Modelling.
Analytical tools for machine learning

Analytical tools for machine learning

We develop open tools and pipelines based on modern machine learning and prediction modelling methods to facilitate their analysis.