Research Output per year
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.
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output 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., de Koning, S. B., Ruers, T., Shan, C., Schleipen, J. & de With, P., 8 Mar 2019, Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling. Bellingham: SPIE, 7 p. 109512K. (Proceedings of SPIE; vol. 10951)Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Tongue Neoplasms
Squamous Cell Carcinoma
Neoplasms
Computer-Assisted Surgery
Nasal Cavity
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 proceeding › Conference contribution › 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, (Accepted/In press) 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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 Mar 2019, Medical Imaging 2019: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (eds.). Hoboken: SPIE, 9 p. 10950. (Proceedings of SPIE; vol. 10950)Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Acoustic Neuroma
Radiosurgery
Therapeutics
Principal Component Analysis
Neoplasms
From detection of individual metastases to classification of lymph node status at the patient level: the CAMELYON17 challenge
Bandi, P., Geessink, O., Manson, Q., van Dijk, M., Balkenhol, M., Hermsen, M., Bejnordi, B. E., Lee, B., Paeng, K., Zhong, A., Li, Q., Zanjani, F. G., Zinger, S., Fukuta, K., Komura, D., Ovtcharov, V., Cheng, S., Zeng, S., Thagaard, J., Dahl, A. B. & 16 others, Feb 2019, In : IEEE Transactions on Medical Imaging. 38, 2, p. 550-56 11 p.Research output: Contribution to journal › Article › Academic › peer-review
Lymph Nodes
Neoplasm Metastasis
Neural networks
Network architecture
Websites
Prizes
Second place in the CAMELYON17 challenge for metastases detection in digital histopathological slides
Farhad Ghazvinian Zanjani (Recipient), Sveta Zinger (Recipient) & Peter de With (Recipient), 2017
Recognition: Other › Scientific
Activities 2017 2017
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 2017 → 27 Jan 2017
Activity: Talk or presentation types › Contributed talk › Scientific
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 2017 → 10 May 2017
Activity: Talk or presentation types › Poster presentation › Scientific
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 2017 → 13 Jul 2017
Activity: Talk or presentation types › Poster presentation › Scientific
Courses
Press / Media
Organizing the Tutorial of "Camera based Physiological Measurement" on CVPR 2019
Wenjin Wang, Sveta Zinger & Gerard de Haan
16/06/19
1 media contribution
Press/Media: Public Engagement Activities
Student theses
Automatic detection of early cancer in the esophagus using high-definition endoscopy
Author: van der Sommen, F., 31 Aug 2012Supervisor: 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 2014Supervisor: Zinger, S. (Supervisor 1), de With, P. (Supervisor 2), van de Wouw, D. (External coach) & Jaspers, E. G. (External coach)
Student thesis: Master
Clustered tumor phenotypes and resectability prediction for PDA using radiomic feature analysis
Author: Janse, M. H., 27 Sep 2018Supervisor: 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 2013Supervisor: Zinger, S. (Supervisor 1) & de With, P. (Supervisor 2)
Student thesis: Master
Evaluation of needle detection in three-dimensional ultraound imaging
Author: Liu, L., 30 Apr 2014Supervisor: de With, P. (Supervisor 1), Zinger, S. (Supervisor 2), Korsten, H. (Supervisor 2) & Mihajlovic, N. (External coach)
Student thesis: Master