Dr Vlada Rozova
Senior Research Fellow, Applied Machine Learning
Centre for Digital Transformation of Health
18 Scholarly works
0 Projects
HIGHLIGHTS
2026
Journal article
Evaluating the Fitness for Purpose of Primary Care Data from Electronic Health Records for Automated Antimicrobial Prescribing Audits
DOI: 10.1055/a-2839-87872026
Conference Proceedings
Why Do Self-Harm Prediction Models Struggle to Generalise? – Lexical and Semantic Variations in Emergency Department Triage Notes
DOI: 10.18653/v1/2026.clpsych-1.312025
Journal article
Bridging the Gap: Challenges and Strategies for the Implementation of Artificial Intelligence-based Clinical Decision Support Systems in Clinical Practice
DOI: 10.1055/s-0044-18007292025
Journal article
A systematic review on how primary care electronic medical record data have been used for antimicrobial stewardship
DOI: 10.1017/ash.2024.4992025
Conference Proceedings
Automated Detection of Invasive Fungal Infections in Clinical Reports Using Medical Language Models
DOI: 10.3233/SHTI2509902024
Book Chapter
Designing a Digital Health Solution: A Platform for Automated Surveillance of Fungal Infection
DOI: 10.3233/SHTI2312412024
Journal article
Deep learning for early detection of papillary bladder cancer on a limited set of cystoscopic images
DOI: 10.47093/2218-7332.2024.953.15
RECENT SCHOLARLY WORKS
2023
Journal article
Detecting evidence of invasive fungal infections in cytology and histopathology reports enriched with concept-level annotations
DOI: 10.1016/j.jbi.2023.1042932023
Conference Proceedings
Natural Language Processing for Clinical Text
2023
Conference Proceedings
CRF-based recognition of invasive fungal infection concepts in CHIFIR clinical reports