Research output per year
Research output per year
Search results
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2021
Assigning ICD-O-3 codes to pathology reports using neural multi-task training with hierarchical regularization
Rios, A., Durbin, E. B., Hands, I. & Kavuluru, R., Jan 18 2021, Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, BCB 2021. (Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, BCB 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Scopus citations -
Privacy-Preserving Knowledge Transfer with Bootstrap Aggregation of Teacher Ensembles
Yoon, H. J., Klasky, H. B., Durbin, E. B., Wu, X. C., Stroup, A., Doherty, J., Coyle, L., Penberthy, L., Stanley, C., Christian, J. B. & Tourassi, G. D., 2021, Heterogeneous Data Management, Polystores, and Analytics for Healthcare - VLDB Workshops, Poly 2020 and DMAH 2020, Revised Selected Papers. Gadepally, V., Mattson, T., Stonebraker, M., Kraska, T., Wang, F., Luo, G., Kong, J. & Dubovitskaya, A. (eds.). p. 87-99 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12633 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2019
Adversarial Training for Privacy-Preserving Deep Learning Model Distribution
Alawad, M., Gao, S., Wu, X. C., Durbin, E. B., Coyle, L., Penberthy, L. & Tourassi, G., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). p. 5705-5710 6 p. 9006131. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Deep transfer learning across cancer registries for information extraction from pathology reports
Alawad, M., Gao, S., Qiu, J., Schaefferkoetter, N., Hinkle, J. D., Yoon, H. J., Christian, J. B., Wu, X. C., Durbin, E. B., Jeong, J. C., Hands, I., Rust, D. & Tourassi, G., May 2019, 2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings. 8834586. (2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access14 Scopus citations