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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 2001 2020

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 journalArticleAcademicpeer-review

Learning
Neoplasms
Barrett Esophagus
Sensitivity and Specificity
Endoscopy
2 Citations (Scopus)

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 proceedingConference contributionAcademicpeer-review

Tongue Neoplasms
Squamous Cell Carcinoma
Neoplasms
Computer-Assisted Surgery
Nasal Cavity
13 Downloads (Pure)

CALIMA: the semi-automated open-source calcium imaging analyzer

Radstake, F. D. W., Raaijmakers, E. A. L., Luttge, R., Zinger, S. & Frimat, J-P., 1 Oct 2019, In : Computer Methods and Programs in Biomedicine. 179, 10 p., 104991.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Calcium
Imaging techniques
Neurons
Cellular radio systems
Software
2 Downloads (Pure)

Cancer detection in mass spectrometry imaging data by dilated convolutional neural networks

van Kersbergen, J., Ghazvinian Zanjani, F., Zinger, S., van der Sommen, F., Balluff, B., Vos, D. R. N., Ellis, S. R., Heeren, R. M. A., Lucas, M., Marquering, H. A., Jansen, I., Savci-Heijink, C. D., de Bruin, D. M. & de With, P. H. N., 18 Mar 2019, Medical Imaging 2019: Digital Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 8 p. 1095601. (Proceedings of SPIE; vol. 10956).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Mass spectrometry
Tumors
Neural networks
Imaging techniques
Molecular imaging

Cancer detection in mass spectrometry imaging data by recurrent neural networks

Ghazvinian Zanjani, F., Panteli, A., Zinger, S., van der Sommen, F., Tan, T., Balluff, B., Vos, D. R. N., Ellis, S. R., Heeren, R. M. A., Lucas, M., Marquering, H. A., Jansen, I., Savci-Heijink, C. D., de Bruin, D. M. & de With, P. H. N., Apr 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019). Piscataway: Institute of Electrical and Electronics Engineers, p. 674-678 5 p. 8759571

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Recurrent neural networks
Mass spectrometry
Imaging techniques
Computer aided diagnosis
Data storage equipment

Activities 2017 2017

  • 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