Onderzoeksoutput per jaar
Persoonlijk profiel
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.
Vingerafdruk Verdiep u in de onderzoeksgebieden waarop Svitlana Zinger actief is. Deze onderwerplabels komen uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.
- 4 Soortgelijke profielen
Netwerk
Recente externe samenwerking op landenniveau. Duik in de details door op de stippen te klikken.
Onderzoeksoutput
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.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › 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., mrt 2020, In : Gastroenterology. 158, 4, blz. 915-929.e4Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
1
Citaat
(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.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open Access
Bestand
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.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › 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 mrt 2019, Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (redactie). Bellingham: SPIE, 7 blz. 109512K. (Proceedings of SPIE; vol. 10951).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
2
Citaten
(Scopus)
Prijzen
Second place in the CAMELYON17 challenge for metastases detection in digital histopathological slides
Farhad Ghazvinian Zanjani (Ontvanger), S. Zinger (Ontvanger) & P.H.N. de With (Ontvanger), 2017
Prijs: Anders › Overig › Wetenschappelijk
Activiteiten
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
Knipsels
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
Brain blood perfusion and white matter integrity in accelerated cognitive ageing patiens with epilepsy
Auteur: Stevens, J., 31 okt 2019Begeleider: Breeuwer, M. (Afstudeerdocent 1), Pluim, J. (Afstudeerdocent 2), Aldenkamp, A. (Afstudeerdocent 2), Zinger, S. (Afstudeerdocent 2), Mestrom, R. (Afstudeerdocent 2) & Bernas, A. (Afstudeerdocent 2)
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