Christopher Schwarz, PhD

  • 1268 Citations
  • 21 Scopus h-Index
20052019
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Research Output 2005 2019

  • 1268 Citations
  • 21 Scopus h-Index
  • 72 Article
  • 7 Conference contribution
  • 1 Letter
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Conference contribution
2018
22 Citations (Scopus)

Medical image synthesis for data augmentation and anonymization using generative adversarial networks

Shin, H. C., Tenenholtz, N. A., Rogers, J. K., Schwarz, C., Senjem, M. L., Gunter, J. L., Andriole, K. P. & Michalski, M., Jan 1 2018, Simulation and Synthesis in Medical Imaging - Third International Workshop, SASHIMI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Goksel, O., Oguz, I., Gooya, A. & Burgos, N. (eds.). Springer Verlag, p. 1-11 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11037 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data Augmentation
Medical Image
Tumors
Medical imaging
Synthesis
2013
3 Citations (Scopus)

Effects of T2-weighted MRI based cranial volume measurements on studies of the aging brain

Vuong, P., Drucker, D., Schwarz, C., Fletcher, E., Decarli, C. & Carmichael, O., Jun 3 2013, Medical Imaging 2013: Image Processing. 86693M. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 8669).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Volume measurement
brain
magnetic resonance
Brain
Aging of materials
2012

Most edges in Markov random fields for white matter hyperintensity segmentation are worthless

Schwarz, C., Fletcher, E., Singh, B., Liu, A., Smith, N., Decarli, C. & Carmichael, O., Dec 14 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 2684-2687 4 p. 6346517. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Magnetic resonance
Magnetic Resonance Spectroscopy
Parameter estimation
Brain
Image segmentation
2011

Impact of Markov Random Field optimizer on MRI-based tissue segmentation in the aging brain

Schwarz, C., Tsui, A., Fletcher, E., Singh, B., Decarli, C. & Carmichael, O., Dec 26 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 7812-7815 4 p. 6091925. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Magnetic resonance imaging
Brain
Aging of materials
Tissue
Neurodegenerative diseases
2009
58 Citations (Scopus)

Fully-automated white matter hyperintensity detection with anatomical prior knowledge and without FLAIR

Schwarz, C., Fletcher, E., Decarli, C. & Carmichael, O., Sep 21 2009, Information Processing in Medical Imaging - 21st International Conference, IPMI 2009, Proceedings. p. 239-251 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5636 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Prior Knowledge
Brain
Magnetic resonance
Probabilistic Model
Random Field
2007
3 Citations (Scopus)

The camera-driven interactive table

Schwarz, C. & Da Vitoria Lobo, N., Aug 1 2007, Proceedings - IEEE Workshop on Applications of Computer Vision, WACV 2007. 4118779. (Proceedings - IEEE Workshop on Applications of Computer Vision, WACV 2007).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cameras
Touch screens
Ceilings
Computer vision
Textures
2005
11 Citations (Scopus)

Segment-based hand pose estimation

Schwarz, C. & Lobo, N. V., Jan 1 2005, Proceedings - 2nd Canadian Conference on Computer and Robot Vision, CRV 2005. Institute of Electrical and Electronics Engineers Inc., p. 42-49 8 p. 1443110. (Proceedings - 2nd Canadian Conference on Computer and Robot Vision, CRV 2005).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Palmprint recognition