Vlada Rozova

According to our database, Vlada Rozova authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

Automated Detection of Invasive Fungal Infections in Clinical Reports Using Medical Language Models.

Wei Han, David Martínez, Vlada Rozova, Lawrence Cavedon, Anna Khanina, Leon J. Worth, Monica A. Slavin, Karin A. Thursky, Karin Verspoor

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

2023

Detecting evidence of invasive fungal infections in cytology and histopathology reports enriched with concept-level annotations.

Vlada Rozova, Anna Khanina, Jasmine C. Teng, Joanne S. K. Teh, Leon J. Worth, Monica A. Slavin, Karin A. Thursky, Karin Verspoor

J. Biomed. Informatics, March, 2023

Designing a Digital Health Solution: A Platform for Automated Surveillance of Fungal Infection.

Anna Khanina, Vlada Rozova, Sri Elkins, Karin Verspoor, Karin A. Thursky

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Natural Language Processing for Clinical Text.

Vlada Rozova, Jinghui Liu, Mike Conway

Proceedings of the 21st Annual Workshop of the Australasian Language Technology Association, 2023

CRF-based recognition of invasive fungal infection concepts in CHIFIR clinical reports.

Yang Meng, Vlada Rozova, Karin Verspoor

Proceedings of the 21st Annual Workshop of the Australasian Language Technology Association, 2023

2022

Detection of self-harm and suicidal ideation in emergency department triage notes.

Vlada Rozova, Katrina Witt, Jo Robinson, Yan Li, Karin Verspoor

J. Am. Medical Informatics Assoc., 2022