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Persoonlijk profiel

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.

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Onderzoeksoutput 2001 2019

2 Citaties (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 mrt 2019, Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling. Bellingham: SPIE, 7 blz. 109512K. (Proceedings of SPIE; vol. 10951)

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Tongue Neoplasms
Squamous Cell Carcinoma
Neoplasms
Computer-Assisted Surgery
Nasal Cavity

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 okt 2019, In : Computer Methods and Programs in Biomedicine. 179, 10 blz., 104991

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Open Access
Bestand
Calcium
Imaging techniques
Neurons
Cellular radio systems
Software

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 mrt 2019, Medical Imaging 2019: Digital Pathology. Tomaszewski, J. E. & Ward, A. D. (redactie). SPIE, 8 blz. 1095601. (Proceedings of SPIE; vol. 10956)

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer 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., 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019). Piscataway: Institute of Electrical and Electronics Engineers, blz. 674-678 8759571

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

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

Deep learning biopsy marking of early neoplasia in barrett's esophagus by combining wle and BLI modalities

van der Putten, J., Wildeboer, R., de Groof, J., van Sloun, R., Struyvenberg, M., van der Sommen, F., Zinger, S., Curvers, W., Schoon, E., Bergman, J. & de With, P. H. N., 1 apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. Piscataway: IEEE Computer Society, blz. 1127-1131 5 blz. 8759431

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Barrett Esophagus
Biopsy
Learning
Neoplasms
Acorus

Prijzen

Deep learning

Activiteiten 2017 2017

  • 2 Poster presentatie
  • 1 Aangemelde presentatie

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 201713 jul 2017

Activiteit: Types gesprekken of presentatiesPoster presentatieWetenschappelijk

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 201710 mei 2017

Activiteit: Types gesprekken of presentatiesPoster presentatieWetenschappelijk

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 201727 jan 2017

Activiteit: Types gesprekken of presentatiesAangemelde presentatieWetenschappelijk

Cursussen

DSP fundamentals (signals II)

1/09/13 → …

Cursus

Signalen II

1/09/11 → …

Cursus

Scriptie

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

Auteur: van der Sommen, F., 31 aug 2012

Begeleider: Zinger, S. (Afstudeerdocent 1), de With, P. (Afstudeerdocent 2) & Schoon, E. J. (Externe persoon) (Externe coach)

Scriptie/masterproef: Master

A vision-based approach for tramway rail extraction

Auteur: Zwemer, M., 28 feb 2014

Begeleider: Zinger, S. (Afstudeerdocent 1), de With, P. (Afstudeerdocent 2), van de Wouw, D. (Externe coach) & Jaspers, E. G. (Externe coach)

Scriptie/masterproef: Master

Clustered tumor phenotypes and resectability prediction for PDA using radiomic feature analysis

Auteur: Janse, M. H., 27 sep 2018

Begeleider: de With, P. (Afstudeerdocent 1), Pluim, J. (Afstudeerdocent 2), Zinger, S. (Afstudeerdocent 2) & Hermans, J. (Externe persoon) (Externe coach)

Scriptie/masterproef: Master

E-health video system to analyze performance in revalidation cycling

Auteur: van Gastel, M., 31 dec 2013

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

Scriptie/masterproef: Master

Evaluation of needle detection in three-dimensional ultraound imaging

Auteur: Liu, L., 30 apr 2014

Begeleider: de With, P. (Afstudeerdocent 1), Zinger, S. (Afstudeerdocent 2), Korsten, H. (Afstudeerdocent 2) & Mihajlovic, N. (Externe coach)

Scriptie/masterproef: Master