Publications

Predicting incident dementia in community-dwelling older adults using primary and secondary care data from electronic health records 
Konstantin Georgiev, Yiqing Wang, Andrew Conkie, Annie Sinclair, Vyron Christodoulou, Saleh Seyedzadeh, Malcolm Price, Ann Wales, Nicholas L Mills, Susan D Shenkin, Joanne McPeake, Jacques D Fleuriot, Atul Anand

143 Integrating Artificial Intelligence into a Real-World Clinical Pathway to Facilitate Clinician Treatment Optimisation in Patients with hfref on Suboptimal Medical Therapy
Mya Lelt Win, Annie Sinclair, Konstantin Georgiev, Andrew Conkie, Muhammad S Hussain, Chim C Lang, Ify R Mordi

Auditing Heart Failure Treatment: Actionable Insights from an AI Generated HF Registry

Andrew Conkie, Annie Sinclair, Konstantin Georgiev, Ify Mordi and Iain Porter.

Poster accepted for display at NHS Scotland’s Digital Health and Care Fest 2022

Work funded by a grant from The Datalab

Predicting Clinical Events Based on Raw Text: From Bag-of-Words to Attention-Based Transformers

Roussinov D, Conkie A, Patterson A, Sainsbury C. Predicting Clinical Events Based on Raw Text: From Bag-of-Words to Attention-Based Transformers. Front Digit Health. 2022 Feb 21;3:810260. doi: 10.3389/fdgth.2021.810260. PMID: 35265939; PMCID: PMC8899014.

A comparison of different Natural Language Processing approaches to extracting information from free text clinical reports.

Doctor’s Notes: Using AI to Improve Diabetes Diagnostics and Treatment

Published as part of Nesta’s AI for Good programme (Sept 2020)