Projecten per jaar
Persoonlijk profiel
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.
Vingerafdruk
- 8 Soortgelijke profielen
Netwerk
Projecten
-
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., Kaandorp, T., Wang, W., Sammali, F. & Zinger, S.
1/06/20 → 31/05/25
Project: Onderzoek direct
-
TKI-HTSM/19.0008 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: Onderzoek 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 → 31/01/21
Project: Onderzoek direct
-
Multimodal, Functional Bio-Photonic Imaging VCA
de With, P. H. N., Zinger, S., Fonolla, R. & van der Hagen, D.
1/10/16 → 31/03/21
Project: Onderzoek 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: Onderzoek direct
Onderzoeksoutput
-
Multi-view 3D skin feature recognition and localization for patient tracking in spinal surgery applications
Manni, F., Mamprin, M., Holthuizen, R., Shan, C., Burström, G., Elmi-Terander, A., Edström, E., Zinger, S. & de With, P. H. N., 7 jan 2021, In : BioMedical Engineering Online. 20, 15 blz., 6.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open Access -
A Bayesian method for inference of effective connectivity in brain networks for detecting the Mozart effect
van Esch, R., Shi, S., Bernas, A., Zinger, S., Aldenkamp, A. P. B. & Van den Hof, P. M. J., 1 dec 2020, In : Computers in Biology and Medicine. 127, 13 blz., 104055.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
-
Accelerated Cognitive Ageing in epilepsy: exploring the effective connectivity between resting-state networks and its relation to cognitive decline
Bernas, A., Breuer, L. E. M., Lamerichs, R., de Louw, A. J. A., Aldenkamp, A. P. & Zinger, S., jun 2020, In : Heliyon. 6, 6, 8 blz., e03951.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open Access -
Deep learning algorithm detection of Barrett's neoplasia with high accuracy during live endoscopic procedures: a pilot study (with video)
de Groof, A. J., Struyvenberg, M. R., Fockens, K. N., van der Putten, J., van der Sommen, F., Boers, T. G., Zinger, S., Bisschops, R., de With, P. H., Pouw, R. E., Curvers, W. L., Schoon, E. J. & Bergman, J. J. G. H. M., jun 2020, In : Gastrointestinal Endoscopy. 91, 6, blz. 1242-1250 9 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
15 Citaten (Scopus) -
Deep-learning system detects neoplasia in patients with Barrett’s Esophagus with higher accuracy than endoscopists in a multi-step training and validation study with benchmarking
de Groof, A. J., Struyvenberg, M. R., van der Putten, J., van der Sommen, F., Fockens, K. N., Curvers, W. L., Zinger, S., Pouw, R. E., Coron, E., Baldaque-Silva, F., Pech, O., Weusten, B., Meining, A., Neuhaus, H., Bisschops, R. R., Dent, J., Schoon, E. J., de With, P. H. N. & Bergman, J. J., mrt 2020, In : Gastroenterology. 158, 4, blz. 915-929.e4Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
41 Citaten (Scopus)
Prijzen
-
Second place in the CAMELYON17 challenge for metastases detection in digital histopathological slides
Ghazvinian Zanjani, Farhad (Ontvanger), Zinger, Sveta (Ontvanger) & de With, Peter H.N. (Ontvanger), 2017
Prijs: Anders › Overig › Wetenschappelijk
Activiteiten
-
Video-based discomfort detection for premature infants
Y. Sun (Spreker), S. Zinger (Deelnemer), S. Bambang Oetomo (Deelnemer) & P.H.N. de With (Deelnemer)
11 jul 2017 → 13 jul 2017Activiteit: Types gesprekken of presentaties › Poster presentatie › Wetenschappelijk
-
Video-based discomfort detection for premature infants
Yue Sun (Spreker), S. Zinger (Deelnemer), S. Bambang Oetomo (Deelnemer) & P.H.N. de With (Deelnemer)
9 mei 2017 → 10 mei 2017Activiteit: Types gesprekken of presentaties › Poster presentatie › Wetenschappelijk
-
Video-based monitoring and assessing discomfort in premature infants
Yue Sun (Spreker), S. Zinger (Deelnemer), S. Bambang Oetomo (Deelnemer) & P.H.N. de With (Deelnemer)
26 jan 2017 → 27 jan 2017Activiteit: Types gesprekken of presentaties › Aangemelde presentatie › Wetenschappelijk
Cursussen
Knipsels
-
Organizing the Tutorial of "Camera based Physiological Measurement" on CVPR 2019
Wenjin Wang, Sveta Zinger & Gerard de Haan
16/06/19
1 Mediabijdrage
Pers / media: PR activiteiten