Research output per year
Research output per year
Research output
Search results
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2022
A Search Engine for Discovery of Scientific Challenges and Directions
Lahav, D., Falcon, J. S., Kuehl, B., Johnson, S., Parasa, S., Shomron, N., Chau, D. H., Yang, D., Horvitz, E., Weld, D. S. & Hope, T., 30 Jun 2022, IAAI-22, EAAI-22, AAAI-22 Special Programs and Special Track, Student Papers and Demonstrations. Association for the Advancement of Artificial Intelligence, p. 11982-11990 9 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
16 Scopus citations -
2021
Harnessing generative adversarial networks to generate synthetic mitosis images for classification of cell images
Gozes, G., Shkolyar, A., Gefen, A., Benayahu, D. & Greenspan, H., 2021, Medical Imaging 2021: Digital Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 1160309. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11603).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Marginal Contribution Feature Importance - an Axiomatic Approach for Explaining Data
Catav, A., Fu, B., Zoabi, Y., Weiss-Meilik, A., Shomron, N., Ernst, J., Sankararaman, S. & Gilad-Bachrach, R., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 1324-1335 12 p. (Proceedings of Machine Learning Research; vol. 139).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
13 Scopus citations -
2018
Augmented-Genomics: Protecting privacy for clinical genomics with inferential interfaces
Toch, E., Linenberg, D., Rager, N., Sellman, D., Florentin, T. & Shomron, N., 5 Mar 2018, IUI 2018 - Companion of the 23rd International Conference on Intelligent User Interfaces. Association for Computing Machinery, a18. (International Conference on Intelligent User Interfaces, Proceedings IUI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2015
Automatic detection of cell divisions (mitosis) in live-imaging microscopy images using Convolutional Neural Networks
Shkolyar, A., Gefen, A., Benayahu, D. & Greenspan, H., 4 Nov 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., p. 743-746 4 p. 7318469. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2015-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
32 Scopus citations