| 2019 | AMIA | Preliminary chart review for Natural Language Processing development among electronic health records with documentation of marijuana use. | Termeh Feinberg, Joseph L. Goulet, Amy C. Justice, Samah Jamal Fodeh, Lori Bastian, Qing T. Zeng, Cynthia Brandt |
| 2015 | ICDM | Laplacian SVM Based Feature Selection Improves Medical Event Reports Classification. | Samah Jamal Fodeh, Andrea L. Benin, Perry L. Miller, Kyle Lee, Michele Koss, Cynthia Brandt |
| 2013 | ICDM | MedCat: A Framework for High Level Conceptualization of Medical Notes. | Samah Jamal Fodeh, Maryan Zirkle, Dezon Finch, Ruth M. Reeves, Joseph Erdos, Cynthia Brandt |
| 2009 | SAC | Combining statistics and semantics via ensemble model for document clustering. | Samah Jamal Fodeh, William F. Punch, Pang-Ning Tan |
| 2007 | ICTAI | Incorporating Background Knowledge for Subjective Rule Evaluation. | Samah Jamal Fodeh, Pang-Ning Tan |
| 2007 | ICTAI | A Probabilistic Substructure-Based Approach for Graph Classification. | H. D. K. Moonesinghe, Hamed Valizadegan, Samah Jamal Fodeh, Pang-Ning Tan |
| 2006 | ICDM | Frequent Closed Itemset Mining Using Prefix Graphs with an Efficient Flow-Based Pruning Strategy. | H. D. K. Moonesinghe, Samah Jamal Fodeh, Pang-Ning Tan |