Vlada Rozova

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

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

Journal article  |  2023  |  J Biomed Inform

Invasive fungal infections (IFIs) are particularly dangerous to high-risk patients with haematological malignancies and are respon..

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

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

Journal article  |  2021  |  JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

OBJECTIVE: Accurate identification of self-harm presentations to Emergency Departments (ED) can lead to more timely mental health ..

Chick Embryo Experimental Platform for Micrometastases Research in a 3D Tissue Engineering Model: Cancer Biology, Drug Development, and Nanotechnology Applications

Anna Guller, Inga Kuschnerus, Vlada Rozova, Annemarie Nadort, Yin Yao, Zahra Khabir, Alfonso Garcia-Bennett, Liuen Olivia Liang, Aleksandra Polikarpova, Yi Qian, Ewa M Goldys, Andrei V Zvyagin

Journal article  |  2021  |  BIOMEDICINES

Colonization of distant organs by tumor cells is a critical step of cancer progression. The initial avascular stage of this proces..

Machine learning reveals mesenchymal breast carcinoma cell adaptation in response to matrix stiffness.

Vlada S Rozova, Ayad G Anwer, Anna E Guller, Hamidreza Aboulkheyr Es, Zahra Khabir, Anastasiya I Sokolova, Maxim U Gavrilov, Ewa M Goldys, Majid Ebrahimi Warkiani, Jean Paul Thiery, Andrei V Zvyagin

Journal article  |  2021  |  PLoS Comput Biol

Epithelial-mesenchymal transition (EMT) and its reverse process, mesenchymal-epithelial transition (MET), are believed to play key..

Development of a Self-Harm Monitoring System for Victoria

Jo Robinson, Katrina Witt, Michelle Lamblin, Matthew J Spittal, Greg Carter, Karin Verspoor, Andrew Page, Gowri Rajaram, Vlada Rozova, Nicole TM Hill, Jane Pirkis, Caitlin Bleeker, Alex Pleban, Jonathan C Knott

Journal article  |  2020  |  INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH

The prevention of suicide and suicide-related behaviour are key policy priorities in Australia and internationally. The World Heal..

Tissue engineered model of hepatic breast cancer micrometastasis shows host-dependent colonization patterns and drug responses

Anna Guller, Vlada Rozova, Inga Kuschnerus, Zahra Khabir, Annemarie Nadort, Alfonso Garcia-Bennett, Liuen Liang, Yi Qian, Ewa M Goldys, Andrei V Zvyagin

Journal article  |  2020

ABSTRACTEarly stages of colonization of distant organs by metastatic cancer cells (micrometastasis) remain almost inaccessible to ..

Tracing upconversion nanoparticle penetration in human skin.

Zahra Khabir, Anna E Guller, Vlada S Rozova, Liuen Liang, Yi-Jen Lai, Ewa M Goldys, Honghua Hu, Karen Vickery, Andrei V Zvyagin

Journal article  |  2019  |  Colloids and Surfaces B: Biointerfaces

Due to their unique optical properties upconversion nanoparticles (UCNPs) provide exceptionally high contrast for imaging of true ..

Incoherent wavefront reconstruction by a retroemission device containing a thin fluorescent film: theory.

Vlada S Rozova, Eugenyi V Khaydukov, Andrei V Zvyagin

Journal article  |  2016  |  Appl Opt

A retroemission device (REM) is an incoherent holographic device that represents a lenslet array situated on a substrate containin..

Therapy strategy in tumour cells and immune system interaction mathematical model

VS Rozova, AS Bratus

Journal article  |  2016  |  Applicable Analysis

In this paper, we propose a method to optimise a theoretical control on a mathematical model of interactions between cancer cells ..