• 4355 Citations
  • 35 Scopus h-Index
1990 …2019

Research output per year

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Research Output

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2019

Learning fixed points in generative adversarial networks: From image-to-image translation to disease detection and localization

Siddiquee, M. M. R., Zhou, Z., Tajbakhsh, N., Feng, R., Gotway, M., Bengio, Y. & Liang, J., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 191-200 10 p. 9008137. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

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

1 Scopus citations

Models genesis: generic autodidactic models for 3d medical image analysis

Zhou, Z., Sodha, V., Rahman Siddiquee, M. M., Feng, R., Tajbakhsh, N., Gotway, M. B. & Liang, J., Jan 1 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, p. 384-393 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11767 LNCS).

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

5 Scopus citations
2017

Fine-tuning convolutional neural networks for biomedical image analysis: Actively and incrementally

Zhou, Z., Shin, J., Zhang, L., Gurudu, S., Gotway, M. & Liang, J., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 4761-4772 12 p.

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

107 Scopus citations
2015

Computer-aided pulmonary embolism detection using a novel vessel-aligned multi-planar image representation and convolutional neural networks

Tajbakhsh, N., Gotway, M. & Liang, J., 2015, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference, Proceedings. Springer Verlag, Vol. 9350. p. 62-69 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9350).

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

37 Scopus citations
2009

Identifying miRNA and imaging features associated with metastasis of lung cancer to the brain

Nasser, S., Ranade, A. R., Sridhart, S., Haney, L., Korn, R. L., Gotway, M. B., Weissy, G. J. & Kim, S., Dec 1 2009, 2009 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2009. p. 246-251 6 p. 5341798. (2009 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2009).

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

8 Scopus citations