Research Output per year
Personal profile
Research profile
Sveta Zinger is an Assistant 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.
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Research Output
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., 9 Jan 2020, In : Gastrointestinal Endoscopy.Research output: Contribution to journal › Article › Academic › peer-review
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., Mar 2020, In : Gastroenterology. 158, 4, p. 915-929.e4Research output: Contribution to journal › Article › Academic › peer-review
1
Citation
(Scopus)
Gradient boosting on decision trees for mortality prediction in transcatheter aortic valve implantation
Mamprin, M., Zelis, J. M., Tonino, P. A. L., Zinger, S. & With, P. H. N. D., 8 Jan 2020, In : arXiv.Research output: Contribution to journal › Article › Academic › peer-review
Open Access
File
Prediction of transient tumor enlargement using MRI tumor texture after radiosurgery on vestibular schwannoma
Langenhuizen, P. P. J. H., Sebregts, S. H. P., Zinger, S., Leenstra, S., Verheul, H. B. & de With, P. H. N., 23 Jan 2020, In : Medical Physics.Research output: Contribution to journal › Article › Academic › peer-review
Open Access
Automated tumor assessment of squamous cell carcinoma on tongue cancer patients with hyperspectral imaging
Manni, F., van der Sommen, F., Zinger, S., Kho, E., Brouwer de Koning, S., Ruers, T., Shan, C., Schleipen, J. & de With, P., 8 Mar 2019, Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). Bellingham: SPIE, 7 p. 109512K. (Proceedings of SPIE; vol. 10951).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
2
Citations
(Scopus)
Prizes
Second place in the CAMELYON17 challenge for metastases detection in digital histopathological slides
Farhad Ghazvinian Zanjani (Recipient), S. Zinger (Recipient) & P.H.N. de With (Recipient), 2017
Prize: Other › Scientific
Activities
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 2017
Activity: 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 2017
Activity: 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 2017
Activity: 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
Student theses
Automatic detection of early cancer in the esophagus using high-definition endoscopy
Author: van der Sommen, F., 31 Aug 2012Supervisor: Zinger, S. (Supervisor 1), de With, P. (Supervisor 2) & Schoon, E. J. (External person) (External coach)
Student thesis: Master
A vision-based approach for tramway rail extraction
Author: Zwemer, M., 28 Feb 2014Supervisor: Zinger, S. (Supervisor 1), de With, P. (Supervisor 2), van de Wouw, D. (External coach) & Jaspers, E. G. (External coach)
Student thesis: Master
Brain blood perfusion and white matter integrity in accelerated cognitive ageing patiens with epilepsy
Author: Stevens, J., 31 Oct 2019Supervisor: Breeuwer, M. (Supervisor 1), Pluim, J. (Supervisor 2), Aldenkamp, A. (Supervisor 2), Zinger, S. (Supervisor 2), Mestrom, R. (Supervisor 2) & Bernas, A. (Supervisor 2)
Student thesis: Master
Clustered tumor phenotypes and resectability prediction for PDA using radiomic feature analysis
Author: Janse, M. H., 27 Sep 2018Supervisor: de With, P. (Supervisor 1), Pluim, J. (Supervisor 2), Zinger, S. (Supervisor 2) & Hermans, J. (External person) (External coach)
Student thesis: Master
E-health video system to analyze performance in revalidation cycling
Author: van Gastel, M., 31 Dec 2013Supervisor: Zinger, S. (Supervisor 1) & de With, P. (Supervisor 2)
Student thesis: Master