Adam Margolin

Professor

  • 11817 Citations
  • 32 h-Index
20042019

Research output per year

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Research Output

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Conference contribution
2018

SHIFT: Speedy histopathological-To-immunofluorescent translation of whole slide images using conditional generative adversarial networks

Burlingame, E. A., Margolin, A., Gray, J. & Chang, Y. H., Jan 1 2018, Medical Imaging 2018: Digital Pathology. SPIE, Vol. 10581. 1058105

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

4 Scopus citations
2017

Breast cancer histopathology image analysis pipeline for tumor purity estimation

Azimi, V., Chang, Y. H., Thibault, G., Smith, J., Tsujikawa, T., Kukull, B., Jensen, B., Corless, C., Margolin, A. & Gray, J., Jun 15 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE Computer Society, p. 1137-1140 4 p. 7950717

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

1 Scopus citations

Deep learning based Nucleus Classification in pancreas histological images

Chang, Y. H., Thibault, G., Madin, O., Azimi, V., Meyers, C., Johnson, B., Link, J., Margolin, A. & Gray, J., Sep 13 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 672-675 4 p. 8036914

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

10 Scopus citations

Integrative analysis on histopathological image for identifying cellular heterogeneity

Chang, Y. H., Thibault, G., Johnson, B., Margolin, A. & Gray, J., 2017, Medical Imaging 2017: Digital Pathology. SPIE, Vol. 10140. 101400T

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

Multiplexed immunohistochemistry image analysis using sparse coding

Chang, Y. H., Tsujikawa, T., Margolin, A., Coussens, L. & Gray, J., Sep 13 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4046-4049 4 p. 8037744

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

1 Scopus citations
2016

Quantitative analysis of histological tissue image based on cytological profiles and spatial statistics

Chang, Y. H., Thibault, G., Azimi, V., Johnson, B., Jorgens, D., Link, J., Margolin, A. & Gray, J., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 1175-1178 4 p. 7590914

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

7 Scopus citations
2015

Stepwise group sparse regression (SGSR): Gene-set-based pharmacogenomic predictive models with stepwise selection of functional priors

Jang, I. S., Dienstmann, R., Margolin, A. & Guinney, J., 2015, 20th Pacific Symposium on Biocomputing, PSB 2015. Stanford University, p. 32-43 12 p.

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

4 Scopus citations
2014

Kernelized Bayesian transfer learning

Gönen, M. & Margolin, A. A., Jan 1 2014, Proceedings of the National Conference on Artificial Intelligence. AI Access Foundation, p. 1831-1839 9 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 3).

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

14 Scopus citations
2007

Theory and limitations of genetic network inference from microarray data

Margolin, A. A. & Califano, A., Dec 2007, Reverse Engineering Biological Networks: Opportunities and Challenges in Computational Methods for Pathway Inference. Blackwell Publishing Inc., p. 51-72 22 p. (Annals of the New York Academy of Sciences; vol. 1115).

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

68 Scopus citations
2006

Genome-wide discovery of modulators of transcriptional interactions in human B lymphocytes

Wang, K., Nemenman, I., Banerjee, N., Margolin, A. A. & Califano, A., Jul 14 2006, Research in Computational Molecular Biology - 10th Annual International Conference, RECOMB 2006, Proceedings. p. 348-362 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3909 LNBI).

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

27 Scopus citations