Research output per year
Research output per year
Search results
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2021
BrainTumorNet: Multi-task learning for joint segmentation of high-grade glioma and brain metastases from MR images
Chakrabarty, S., Sotiras, A., Milchenko, M., Lamontagne, P., Abraham, C., Robinson, C. & Marcus, D., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, 115960K. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2020
Automatic detection of contrast enhancement in T1-weighted brain MRI of human adults
Milchenko, M., Lamontagne, P. & Marcus, D., 2020, Medical Imaging 2020: Computer-Aided Diagnosis. Hahn, H. K. & Mazurowski, M. A. (eds.). SPIE, 113140F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11314).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Preprocessing of clinical neuro-oncology MRI studies for big data applications
Chakrabarty, S., Lamontagne, P., Marcus, D. S. & Milchenko, M., 2020, Medical Imaging 2020: Imaging Informatics for Healthcare, Research, and Applications. Chen, P.-H. & Deserno, T. M. (eds.). SPIE, 1131809. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11318).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
5 Scopus citations -
2013
Predicting a multi-parametric probability map of active tumor extent using random forests
Prior, F. W., Fouke, S. J., Benzinger, T., Boyd, A., Chicoine, M., Cholleti, S., Kelsey, M., Keogh, B., Kim, L., Milchenko, M., Politte, D. G., Tyree, S., Weinberger, K. & Marcus, D., 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. p. 6478-6481 4 p. 6611038. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access8 Scopus citations