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publications
Single-fraction radiation therapy in patients with metastatic Merkel cell carcinoma
Published in Cancer medicine, 2015
Recommended citation: Iyer, J.G., Parvathaneni, U., Gooley, T.A., Miller, N.J., Markowitz, E., Blom, A., Lewis, C.W., Doumani, R.F., Parvathaneni, K., Anderson, A.M., Bestick, A., Liao, J., Kane, G.M., Bhatia, S., Paulson, K.G., & Nghiem, P. (2015). Single-fraction radiation therapy in patients with metastatic Merkel cell carcinoma. Cancer Medicine, 4, 1161 - 1170. https://onlinelibrary.wiley.com/doi/pdf/10.1002/cam4.458
The Effect of Treatment Advances on the Mortality Results of Breast Cancer Screening Trials: A Microsimulation Model
Published in Annals of Internal Medicine, 2016
Recommended citation: Birnbaum, J.K., Gadi, V.K., Markowitz, E., & Etzioni, R. (2016). The Effect of Treatment Advances on the Mortality Results of Breast Cancer Screening Trials: A Microsimulation Model. Annals of Internal Medicine, 164, 236-243. https://pubmed.ncbi.nlm.nih.gov/26756332/
Benchmarking COVID-19 Mortality in the United States
Published in medRXiv, 2020
Recommended citation: Etzioni, R. et al. “Benchmarking COVID-19 Mortality in the United States.” medRxiv (2020): n. pag. https://www.medrxiv.org/content/10.1101/2020.09.30.20204586v1
Graph Traversal with Tensor Functionals: A Meta-Algorithm for Scalable Learning
Published in ICLR, 2021
Recommended citation: Markowitz, E., Balasubramanian, K., Mirtaheri, M., Abu-El-Haija, S., Perozzi, B., Steeg, G.V., & Galstyan, A.G. (2021). Graph Traversal with Tensor Functionals: A Meta-Algorithm for Scalable Learning. ArXiv, abs/2102.04350. https://arxiv.org/abs/2102.04350
StATIK: Structure and Text for Inductive Knowledge Graph Completion
Published in Findings of NAACL, 2021
Recommended citation: Markowitz, E., Balasubramanian, K., Mirtaheri, M., Annavaram, M., Galstyan, A.G., & Steeg, G.V. (2022). StATIK: Structure and Text for Inductive Knowledge Graph Completion. NAACL-HLT. https://aclanthology.org/2022.findings-naacl.46/
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
CSCI 104: Data Structures and Object Oriented Design
Undergraduate course, University of Southern California, Computer Science, 2020
CSCI 662: Advanced Natural Language Processing
Undergraduate course, University of Southern California, Computer Science, 2021
CSCI 360: Introduction to Artificial Intelligence
Undergraduate course, University of Southern California, Computer Science, 2022