Projects per year
Personal profile
Research profile
Sveta Zinger is an Associate Professor in digital image analysis technologies for healthcare. Her areas of expertise include medical image and video analysis for diagnosis and prognosis. This comprises temporal data analysis, machine learning, context analysis of patient data. Multi-modal data processing and exploration of novel sensing technologies play an important role in this research. Dr. Zinger is actively involved in a number of national and international research projects, collaborating with industrial and clinical partners in these domains.
Academic background
Svitlana (Sveta ) Zinger received her MSc in computer science in 2000 from the Radiophysics faculty of the Dnepropetrovsk State University, Ukraine. In 2004, she received a PhD from the Ecole Nationale Superieure des Telecommunications, France, for her thesis on interpolation and resampling of 3D data. In 2005 she was a postdoctoral fellow in the Multimedia and Multilingual Knowledge Engineering Laboratory of the French Atomic Agency, France, where she worked on creation of a large-scale image ontology for content based image retrieval. In 2006-2008 Sveta was a postdoctoral researcher at the Center for Language and Cognition Groningen and an associated researcher at the Artificial Intelligence department in the University of Groningen, the Netherlands, working on information retrieval from handwritten documents.
Quote
Semantic analysis of patient’s medical images and metadata bears the ability of the creation of decision-support systems which do not only provide explanatory diagnosis but also prognosis for disease development, treatment options and outcome.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Fingerprint
- 1 Similar Profiles
Network
-
FORSEE: Video monitoring for early signaling of adverse events
van Esch, R., Bergmans, J. W. M., van Esch, R., Cramer, I., Verstappen, C., van der Hagen, D., Montenij, L., Verstappen, C., Hommerson, S., van 't Veer, M., Stuijk, S., Kloeze, C., Zinger, S., Dekker, L. R. C., Wang, W., Sammali, F. & Zinger, S.
1/06/20 → 31/05/25
Project: Research direct
-
Projectlead e/MTIC ENGINE 2018-106
Bergmans, J. W. M., van Gilst, M. M., van der Hagen, D. & Zinger, S.
1/11/18 → 31/10/23
Project: Research direct
-
NEUROTREND: Neuro fMRI biomarkers for treatment navigation in depression
Bergmans, J. W. M., Zinger, S., Pilmeyer, J., van der Hagen, D. & Ramsaransing, F.
2/01/18 → 30/09/24
Project: Research direct
-
Patient-care Advancement with Responsive Technologies aNd Engagement togetheR
de With, P. H. N., Mamprin, M., Zinger, S., Manni, F., Boers, T. & van der Hagen, D.
1/10/17 → 31/12/20
Project: Research direct
-
Real-time fMRI neurofeedback to better identify and treat cognitive impairments in epilepsy
Bergmans, J. W. M., Bergmans, J. W. M., Heunis, J. S., Zinger, S., Zinger, S. & van der Hagen, D.
1/02/17 → 31/05/21
Project: Research direct
-
Camera-based objective measures of Parkinson’s disease gait features
van Kersbergen, J., Otte, K., de Vries, N. M., Bloem, B. R., Rohling, H., Mansow-Model, S., van der Kolk, N. M., Overeem, S., Zinger, S. & van Gilst, M. M., 26 Aug 2021, In: BMC Research Notes. 14, 6 p., 329.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile7 Downloads (Pure) -
Decision Trees for Predicting Mortality in Transcatheter Aortic Valve Implantation
Mamprin, M., Zelis, J. M., Tonino, P. A. L., Zinger, S. & de With, P. H. N., 9 Feb 2021, In: Bioengineering. 8, 2, 17 p., 22.Research output: Contribution to journal › Article › Academic › peer-review
Open Access2 Citations (Scopus) -
Emulative, coherent, and causal dynamics between large-scale brain networks are neurobiomarkers of Accelerated Cognitive Ageing in epilepsy
Bernas, A., Breuer, L. E. M., Aldenkamp, A. P. & Zinger, S., 16 Apr 2021, In: PLoS ONE. 16, 4, 22 p., e0250222.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Hyperspectral imaging for tissue classification in glioblastoma tumor patients: a deep spectral-spatial approach
Manni, F., Cai, C., van der Sommen, F., Zinger, S., Shan, C., Edström, E., Elmi-Terander, A., Fabelo, H., Ortega, S., Marrero Callicó, G. & de With, P. H. N., 15 Feb 2021, Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and Modeling. Linte, C. A. & Siewerdsen, J. H. (eds.). SPIE, 9 p. 1159810. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11598).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
-
Machine learning for predicting mortality in transcatheter aortic valve implantation: An inter-center cross validation study
Mamprin, M., Lopes, R. R., Zelis, J. M., Tonino, P. A. L., van Mourik, M. S., Vis, M. M., Zinger, S., de Mol, B. A. J. M. & de With, P. H. N., 4 Jun 2021, In: Journal of Cardiovascular Development and Disease. 8, 6, 20 p., 65.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile27 Downloads (Pure)
Prizes
-
Second place in the CAMELYON17 challenge for metastases detection in digital histopathological slides
Ghazvinian Zanjani, Farhad (Recipient), Zinger, Sveta (Recipient) & de With, Peter H.N. (Recipient), 2017
Prize: Other › Scientific
-
Video-based discomfort detection for premature infants
Y. Sun (Speaker), S. Zinger (Member), S. Bambang Oetomo (Member) & P.H.N. de With (Member)
11 Jul 2017 → 13 Jul 2017Activity: Talk or presentation types › Poster presentation › Scientific
-
Video-based discomfort detection for premature infants
Yue Sun (Speaker), S. Zinger (Member), S. Bambang Oetomo (Member) & P.H.N. de With (Member)
9 May 2017 → 10 May 2017Activity: Talk or presentation types › Poster presentation › Scientific
-
Video-based monitoring and assessing discomfort in premature infants
Yue Sun (Speaker), S. Zinger (Member), S. Bambang Oetomo (Member) & P.H.N. de With (Member)
26 Jan 2017 → 27 Jan 2017Activity: Talk or presentation types › Contributed talk › Scientific
Courses
Press / Media
-
Organizing the Tutorial of "Camera based Physiological Measurement" on CVPR 2019
Wenjin Wang, Sveta Zinger & Gerard de Haan
16/06/19
1 Media contribution
Press/Media: Public Engagement Activities
Impacts
-
Neurology
Rob M.C. Mestrom (Researcher), Sveta Zinger (Researcher), Noortje A.M. Bax (Content manager), Daniëlle van der Hagen (Content manager) & Rianne Sanders (Content manager)
Impact: Research Topic/Theme (at group level)
File