Keywords
Automatic Data Processing; Machine Learning; Pattern Recognition, Automated; Programming Languages
Research group(s)
- Computational pathology
Head: Renate Kain
Research Area: Analysis of tissue whole-slide images (WSIs) and correlation with patient data.
Members:
Research interests
- application development
- electronic health record data mining
- AI training for disease recogniton and prognostication
- building an European data repository https://bigpicture.eu/our-team/participants
Techniques, methods & infrastructure
- common machine learning frameworks
- high-performance compute environment
- databases, application programming interfaces, structured data standards, data ontologies
Grants
- Robuste und Akkurate Multi-Tumor, Multi-Spezies, Multi-Labor und Multi-Scanner Mitoseerkennung mittels großer Datensätze und Künstlicher Intelligenz (mu RoMi) (2024)
Source of Funding: FWF (Austrian Science Fund), Einzelprojekte International
Coordinator of the collaborative project
Selected publications
- Kaltenecker, C.C. et al., 2020. Critical Role of Neprilysin in Kidney Angiotensin Metabolism. Circulation Research. Available at: http://dx.doi.org/10.1161/CIRCRESAHA.119.316151.
- Kovarik, J.J. et al., 2017. Effects of angiotensin-converting-enzyme inhibitor therapy on the regulation of the plasma and cardiac tissue renin-angiotensin system in heart transplant patients. The Journal of Heart and Lung Transplantation, 36(3), pp.355-365. Available at: http://dx.doi.org/10.1016/j.healun.2016.08.022.
- Kovarik, J.J. et al., 2014. Molecular regulation of the renin-angiotensin system in haemodialysis patients. Nephrology Dialysis Transplantation, 30(1), pp.115-123. Available at: http://dx.doi.org/10.1093/ndt/gfu265.
- Kopecky, C. et al., 2014. Restoration of Renal Function Does Not Correct Impairment of Uremic HDL Properties. Journal of the American Society of Nephrology, 26(3), pp.565-575. Available at: http://dx.doi.org/10.1681/ASN.2013111219.
- Katholnig, K. et al., 2013. p38alpha Senses Environmental Stress To Control Innate Immune Responses via Mechanistic Target of Rapamycin. The Journal of Immunology, 190(4), pp.1519-1527. Available at: http://dx.doi.org/10.4049/jimmunol.1202683.