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Researcher
Tatiana Kouznetsova
- Disciplines:Cardiac and vascular medicine, Laboratory medicine, Medical systems biology, Public health care, Public health sciences, Public health services, Molecular and cell biology
Affiliations
- Hypertension and Cardiovascular Epidemiology (Division)
Responsible
From1 Jan 2022 → Today - Hypertension and Cardiovascular Epidemiology (Division)
Member
From19 Sep 2000 → Today
Projects
1 - 10 of 18
- Computational frameworks for complex disease stratification using large-scale datasetsFrom28 Mar 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Infrastructure for Targeted ProteomicsFrom1 Jan 2023 → TodayFunding: BOF - scientific equipment program
- Biomarkers affecting the transition from cardiovascular disease to lung cancer: towards stratified interception.From1 Dec 2022 → TodayFunding: Horizon Europe - Research Infrastructures
- Integrated computer modelling of cardiorespiratory fitness for personalised risk profiling and heart failure preventionFrom1 Oct 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Integrated computer modelling of cardiorespiratory fitness for personalised risk profiling and heart failure prevention (iCAREFIT)From1 Oct 2021 → TodayFunding: Fund Recuperation Fiscal Exemption, BOF - projects
- Computational Time Series Analysis for Cardiovascular Health and Cardiopulmonary Fitness ProfilingFrom21 Sep 2021 → TodayFunding: BOF - doctoral mandates
- PRIORITY -PeRsonalIzed remOtely guided preventive exeRcIse therapy for a healThY heartFrom1 Mar 2021 → 29 Feb 2024Funding: Own budget, for example: patrimony, inscription fees, gifts
- Personalized Remotely Guided Preventive Exercise Therapy for a Healthy Heart - the PRIORITY projectFrom1 Jan 2021 → TodayFunding: FWO Applied Biomedical Research (TBM)
- Integrative computer modeling of cardiorespiratory fitness for personalised profiling and prevention of early-stage heart failureFrom1 Oct 2020 → 30 Sep 2023Funding: FWO junior postdoctoral fellowship
- Defining the role of exercise testing and cardiac rehabilitation in the detection and prevention of early-stage heart failure: a roadmap to personalised profilingFrom1 Oct 2019 → 30 Sep 2020Funding: BOF - postdoctoral mandates
Publications
21 - 30 of 284
- Temporal shift and predictive performance of machine learning for heart transplant outcomes(2022)
Authors: Nicholas Cauwenberghs, Celine Vens, Tatiana Kouznetsova
Pages: 928 - 936 - Elucidating tricuspid Doppler signal interpolation and its implication for assessing pulmonary hypertension(2022)
Authors: Tatiana Kouznetsova
- PREDICTIVE PERFORMANCE OF MACHINE LEARNING MODELS FOR DETECTION OF INCIDENT HEART FAILURE USING MULTI-CENTRE DATA(2022)
Authors: Nicholas Cauwenberghs, Tatiana Kouznetsova
Pages: E4 - E4 - TIME SERIES CLUSTERING OF LEFT ATRIAL STRAIN CURVES FOR RISK STRATIFICATION IN THE GENERAL POPULATION(2022)
Authors: Tatiana Kouznetsova
Pages: E4 - E5 - TIME SERIES CLUSTERING OF LEFT ATRIAL STRAIN CURVES FOR RISK STRATIFICATION IN THE GENERAL POPULATION(2022)
Authors: Tatiana Kouznetsova
Pages: E4 - E5 - Insulin Growth Factor Phenotypes in Heart Failure With Preserved Ejection Fraction, an INSPIRE Registry and CATHGEN Study(2022)
Authors: Nicholas Cauwenberghs, Tatiana Kouznetsova
Pages: 935 - 946 - Evaluation of diastole by echocardiography for detecting early cardiac dysfunction: an outcome study(2022)
Authors: Tatiana Kouznetsova, Nicholas Cauwenberghs
Pages: 1775 - 1783 - PREDICTIVE PERFORMANCE OF MACHINE LEARNING MODELS FOR DETECTION OF INCIDENT HEART FAILURE USING MULTI-CENTRE DATA.(2022)
Authors: Nicholas Cauwenberghs, Tatiana Kouznetsova
Pages: e4 - PREDICTIVE PERFORMANCE OF MACHINE LEARNING MODELS FOR DETECTION OF INCIDENT HEART FAILURE USING MULTI-CENTRE DATA(2022)
Authors: Nicholas Cauwenberghs, Tatiana Kouznetsova
Pages: E4 - E4 - The Right Heart Network and Risk Stratification in Pulmonary Arterial Hypertension(2022)
Authors: Tatiana Kouznetsova
Pages: 1347 - 1359