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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.

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Research Output

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, p. 1242-1250 9 p.

    Research output: Contribution to journalArticleAcademicpeer-review

  • 1 Citation (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., Mar 2020, In : Gastroenterology. 158, 4, p. 915-929.e4

    Research output: Contribution to journalArticleAcademicpeer-review

  • 6 Citations (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. 2020, 4 p., 2001.02431.

    Research output: Contribution to journalArticleAcademic

    Open Access
    File
  • 19 Downloads (Pure)

    Hyperspectral Imaging for Skin Feature Detection: Advances in Markerless Tracking for Spine Surgery

    Manni, F., van der Sommen, F., Zinger, S., Shan, C., Holthuizen, R., Lai, M., Burstrom, G., Hoveling, R. J. M., Edstrom, E., Elmi-Terander, A. & de With, P. H. N., 12 Jun 2020, In : Applied Sciences. 10, 12, 19 p., 4078.

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
  • Activities

    • 2 Poster presentation
    • 1 Contributed talk

    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 201713 Jul 2017

    Activity: Talk or presentation typesPoster presentationScientific

    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 201710 May 2017

    Activity: Talk or presentation typesPoster presentationScientific

    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 201727 Jan 2017

    Activity: Talk or presentation typesContributed talkScientific

    Courses

    DSP fundamentals (signals II)

    1/09/13 → …

    Course

    Signals II

    1/09/11 → …

    Course

    Video health monitoring

    1/09/15 → …

    Course

    Press / Media

    Student theses

    Automatic detection of early cancer in the esophagus using high-definition endoscopy

    Author: van der Sommen, F., 31 Aug 2012

    Supervisor: 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 2014

    Supervisor: 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 2019

    Supervisor: 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 2018

    Supervisor: 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 2013

    Supervisor: Zinger, S. (Supervisor 1) & de With, P. (Supervisor 2)

    Student thesis: Master