Onderzoeksoutput per jaar
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.
Netwerk
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Onderzoeksoutput 2001 2019
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/Congresprocedure › Conferentiebijdrage › Academic › peer 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., 104991Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer 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/Congresprocedure › Conferentiebijdrage › Academic › peer 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 8759571Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Recurrent neural networks
Mass spectrometry
Imaging techniques
Computer aided diagnosis
Data storage equipment
Dose distribution as outcome predictor for Gamma Knife radiosurgery on vestibular schwannoma
Langenhuizen, P., van Gorp, H., Zinger, S., Verheul, H. B., Leenstra, S. & de With, P., 13 mrt 2019, Medical Imaging 2019: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (redactie). Hoboken: SPIE, 9 blz. 10950. (Proceedings of SPIE; vol. 10950)Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Acoustic Neuroma
Radiosurgery
Therapeutics
Principal Component Analysis
Neoplasms
Prijzen
Second place in the CAMELYON17 challenge for metastases detection in digital histopathological slides
Farhad Ghazvinian Zanjani (Ontvanger), Sveta Zinger (Ontvanger) & Peter de With (Ontvanger), 2017
Prijs: Anders › Overig › Wetenschappelijk
Deep learning
Activiteiten 2017 2017
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 2017
Activiteit: 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 2017
Activiteit: 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 2017
Activiteit: Types gesprekken of presentaties › Aangemelde presentatie › Wetenschappelijk
Cursussen
Pers/media
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
Scriptie
Automatic detection of early cancer in the esophagus using high-definition endoscopy
Auteur: van der Sommen, F., 31 aug 2012Begeleider: 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 2014Begeleider: 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 2018Begeleider: 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 2013Begeleider: 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 2014Begeleider: de With, P. (Afstudeerdocent 1), Zinger, S. (Afstudeerdocent 2), Korsten, H. (Afstudeerdocent 2) & Mihajlovic, N. (Externe coach)
Scriptie/masterproef: Master