Taya Collyer

According to our database, Taya Collyer authored at least 3 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Electronic health record-based prediction models for dementia detection: a systematic review of model performance and quality.

Alicia Lu, Velandai Srikanth, Sarah Westworth, Yue-Guang Baey, Chris Moran, Richard Beare, Kristy Siostrom, Nadine Andrew, Taya Collyer

J. Am. Medical Informatics Assoc., 2026

2025

Challenges and recommendations for Electronic Health Records data extraction and preparation for dynamic prediction modelling in hospitalized patients - a practical guide.

Elena Albu, Shan Gao, Pieter Stijnen, Frank E. Rademakers, Bas C. T. van Bussel, Taya Collyer, Tina Hernandez-Boussard, Laure Wynants, Ben Van Calster

CoRR, January, 2025

2023

Leveraging Natural Language Processing and Clinical Notes for Dementia Detection.

Ming Liu, Richard Beare, Taya Collyer, Nadine Andrew, Velandai Srikanth

Proceedings of the 5th Clinical Natural Language Processing Workshop, 2023