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Vlada Rozova
Vlada Rozova
Centre for Digital Transformation of Health
Verified email at unimelb.edu.au - Homepage
Title
Cited by
Cited by
Year
Detection of self-harm and suicidal ideation in emergency department triage notes
V Rozova, K Witt, J Robinson, Y Li, K Verspoor
Journal of the American Medical Informatics Association 29 (3), 472-480, 2022
252022
Tracing upconversion nanoparticle penetration in human skin
Z Khabir, AE Guller, VS Rozova, L Liang, YJ Lai, EM Goldys, H Hu, ...
Colloids and Surfaces B: Biointerfaces 184, 110480, 2019
222019
Development of a self-harm monitoring system for Victoria
J Robinson, K Witt, M Lamblin, MJ Spittal, G Carter, K Verspoor, A Page, ...
International journal of environmental research and public health 17 (24), 9385, 2020
152020
Machine learning reveals mesenchymal breast carcinoma cell adaptation in response to matrix stiffness
VS Rozova, AG Anwer, AE Guller, HA Es, Z Khabir, AI Sokolova, ...
PLoS computational biology 17 (7), e1009193, 2021
142021
Therapy strategy in tumour cells and immune system interaction mathematical model
VS Rozova, AS Bratus
Applicable Analysis 95 (7), 1548-1559, 2016
112016
Chick embryo experimental platform for micrometastases research in a 3D tissue engineering model: Cancer biology, drug development, and nanotechnology applications
A Guller, I Kuschnerus, V Rozova, A Nadort, Y Yao, Z Khabir, ...
Biomedicines 9 (11), 1578, 2021
62021
Tissue engineered model of hepatic breast cancer micrometastasis shows host-dependent colonization patterns and drug responses
A Guller, V Rozova, I Kuschnerus, Z Khabir, A Nadort, A Garcia-Bennett, ...
bioRxiv, 2020.01. 08.898163, 2020
42020
Detecting evidence of invasive fungal infections in cytology and histopathology reports enriched with concept-level annotations
V Rozova, A Khanina, JC Teng, JSK Teh, LJ Worth, MA Slavin, ...
Journal of Biomedical Informatics 139, 104293, 2023
32023
Designing a Digital Health Solution: A Platform for Automated Surveillance of Fungal Infection
A Khanina, V Rozova, S Elkins, K Verspoor, K Thursky
MEDINFO 2023—The Future Is Accessible, 1454-1455, 2024
2024
CRF-based recognition of invasive fungal infection concepts in CHIFIR clinical reports
Y Meng, V Rozova, K Verspoor
The 21st Annual Workshop of the Australasian Language Technology Association …, 2023
2023
Natural Language Processing for Clinical Text
V Rozova, J Liu, M Conway
The 21st Annual Workshop of the Australasian Language Technology Association …, 2023
2023
CHIFIR: Cytology and Histopathology Invasive Fungal Infection Reports
V Rozova, A Khanina, J Teng, J Teh, L Worth, M Slavin, K Thursky, ...
https://physionet.org/content/corpus-fungal-infections/1.0.1/, 2023
2023
Machine learning in biomedical image analysis: predicting tumour growth and metastatic colonisation
V Rozova
Macquarie University, 2023
2023
Colonisation of the organ-specific matrices by tumour cells: The role of extracellular matrix compartmentalisation and implications for cancer treatment and diagnosis
A Guller, V Rozova, A Nadort, S Iqbal, MG Fard, L Parker, S Sachdev, ...
TISSUE ENGINEERING PART A 28, S217-S217, 2022
2022
AI at the forefront of the eye: Triaging tool for confocal microscopy images of human cornea
V Rozova, KT Islam, LE Downie, H Chinnery, K Verspoor
Medical Imaging with Deep Learning, 2021
2021
Incoherent wavefront reconstruction by a retroemission device containing a thin fluorescent film: theory
VS Rozova, EV Khaydukov, AV Zvyagin
Applied Optics 55 (21), 5554-5563, 2016
2016
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