Frequent Closed Itemset Mining Using Prefix Graphs with an Efficient Flow-Based Pruning Strategy. - H. D. K. Moonesinghe; Samah Jamal Fodeh; Pang-Ning Tan (ICDM, 2006)

Incorporating Background Knowledge for Subjective Rule Evaluation. - Samah Jamal Fodeh; Pang-Ning Tan (ICTAI (2), 2007)

A Probabilistic Substructure-Based Approach for Graph Classification. - H. D. K. Moonesinghe; Hamed Valizadegan; Samah Jamal Fodeh; Pang-Ning Tan (ICTAI (1), 2007)

Combining statistics and semantics via ensemble model for document clustering. - Samah Jamal Fodeh; William F. Punch; Pang-Ning Tan (SAC, 2009)

On ontology-driven document clustering using core semantic features. - Samah Jamal Fodeh; William F. Punch; Pang-Ning Tan (Knowl. Inf. Syst., 2011)

Analysis of VA Telephone Call Notes using Topic Modeling. - Samah J. Fodeh; Sharmila Chatterjee; Cynthia Brandt (AMIA, 2012)

Enhancing Clustering by Exploiting Complementary Data Modalities in the Medical Domain. - Samah Jamal Fodeh; Ali Haddad; Cynthia Brandt; Martin H. Schultz; Michael Krauthammer (AIAI (1), 2012)

MedCat: A Framework for High Level Conceptualization of Medical Notes. - Samah Jamal Fodeh; Maryan Zirkle; Dezon Finch; Ruth M. Reeves; Joseph Erdos; Cynthia Brandt (ICDM Workshops, 2013)

Complementary ensemble clustering of biomedical data. - Samah Jamal Fodeh; Cynthia Brandt; Thaibinh Luong; Ali Haddad; Martin H. Schultz; Terrence Murphy; Michael Krauthammer (J. Biomed. Informatics, 2013)

Post-Traumatic Stress Disorder (PTSD) Ontology and Use Case. - Bryan Gamble; Samah J. Fodeh; Kei Cheung (ICBO, 2014)

Using the Adverse Event Reporting System: Can Analysis be Streamlined by Text Processing? - Andrea L. Benin; Samah J. Fodeh; Michele Koss; Kyle Lee; Perry L. Miller; Cynthia Brandt (AMIA, 2015)

Feature Selection Based LapSVM to Classify Medical Event Reports and Enhance Patient Safety. - Samah J. Fodeh; Cynthia Brandt; Perry L. Miller; Michele Koss; Andrea L. Benin (AMIA, 2015)

Exploring Healthcare Mobility in the US to Improve Quality of Care: Preliminary Results. - Karen H. Wang; Constance Carroll; Brenda Fenton; Samah J. Fodeh; Joseph Erdos; Marcella Nunez-Smith; Amy Justice; Cynthia Brandt (AMIA, 2015)

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 (ICDM Workshops, 2015)

Clinical data mining. - Qing Zeng-Treitler; Samah J. Fodeh (Comput. Biol. Medicine, 2015)

Classification of radiology reports for falls in an HIV study cohort. - Jonathan Bates; Samah J. Fodeh; Cynthia Brandt; Julie A. Womack (J. Am. Medical Informatics Assoc., 2016)

Mining Big Data in biomedicine and health care. - Samah J. Fodeh; Qing T. Zeng (J. Biomed. Informatics, 2016)

Exploiting PubMed for Protein Molecular Function Prediction via NMF Based Multi-label Classification. - Samah J. Fodeh; Aditya Tiwari; Hong Yu 001 (ICDM Workshops, 2017)

Leveraging Twitter to better identify suicide risk. - Samah J. Fodeh; Joseph L. Goulet; Cynthia Brandt; Al-Talib Hamada (MIH@KDD, 2017)

Automatic Classification of Critical Findings in Radiology Reports. - Aditya Tiwari; Samah J. Fodeh; Steven J. Baccei; Max P. Rosen (MIH@KDD, 2017)

Classifying Clinical Notes with Pain Assessment. - Samah J. Fodeh; Dezon Finch; Lina Bouayad; Stephen Luther; Robert D. Kerns; Cynthia Brandt (MedInfo, 2017)

Identifying Patients with Coronary Microvascular Dysfunction using Machine Learning. - Samah J. Fodeh; Taihua Li; Haya Jarad; Basmah Safdar (ICDM Workshops, 2018)

Automatic extraction of informal topics from online suicidal ideation. - Reilly Grant; David Kucher; Ana M. Leon; Jonathan Gemmell; Daniela Stan Raicu; Samah J. Fodeh (BMC Bioinform., 2018)

Suicide Risk on Twitter. - Samah Jamal Fodeh; Edwin D. Boudreaux; Rixin Wang; Dennis Silva; Robert Bossarte; Joseph L. Goulet; Cynthia Brandt; Al-Talib Hamada (Int. J. Knowl. Discov. Bioinform., 2018)

Exploiting MEDLINE for gene molecular function prediction via NMF based multi-label classification. - Samah Jamal Fodeh; Aditya Tiwari (J. Biomed. Informatics, 2018)

Classifying clinical notes with pain assessment using machine learning. - Samah Jamal Fodeh; Dezon Finch; Lina Bouayad; Stephen L. Luther; Han Ling; Robert D. Kerns; Cynthia Brandt (Medical Biol. Eng. Comput., 2018)

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 (AMIA, 2019)

Presecription opioid tapering: Mining structured and unstructured data. - Samah J. Fodeh; Jennifer Edelman; William Becker; Cynthia Brandt; Sally Haskell (AMIA, 2019)

Using Machine Learning Algorithms to Detect Suicide Risk Factors on Twitter. - Samah J. Fodeh; Taihua Li; Kevin Menczynski; Tedd Burgette; Andrew Harris; Georgeta Ilita; Satyan Rao; Jonathan Gemmell; Daniela Raicu (ICDM Workshops, 2019)

Pain Assessment in Veterans Health Administration Chiropractic Clinic Documentation. - Brian C. Coleman; Samah J. Fodeh; Rixin Wang; Anthony J. Lisi; Alicia Heapy; Cynthia Brandt (AMIA, 2020)

Integrating Social Media data with Electronic Health Records to better Understand Opioid Use Disorder. - Samah J. Fodeh; Huan Li; Khaled Jarad; Mengran Zhang; Stephen Holt (AMIA, 2020)

Reducing Annotation Burden Through Multimodal Learning. - Kevin Lopez; Samah J. Fodeh; Ahmed Allam; Cynthia Brandt; Michael Krauthammer (Frontiers Big Data, 2020)

Defining facets of social distancing during the COVID-19 pandemic: Twitter analysis. - Jiye Kwon; Connor Grady; Josemari T. Feliciano; Samah J. Fodeh (J. Biomed. Informatics, 2020)

Classification of Patients with Coronary Microvascular Dysfunction. - Samah J. Fodeh; Taihua Li; Haya Jarad; Basmah Safdar (IEEE ACM Trans. Comput. Biol. Bioinform., 2020)

Guest Editorial for Selected Papers from BIOKDD 2018 and DMBIH 2018. - Da Yan 001; Xin Gao 001; Samah J. Fodeh; Jake Y. Chen (IEEE ACM Trans. Comput. Biol. Bioinform., 2020)

COVID-19 concerns and interests differ with socioeconomic status: Twitter Analysis. - Samah J. Fodeh; Sabrina Su; Aarthi Venkat; Lisa B. Puglisi (AMIA, 2021)

Utilizing a multi-class classification approach to detect therapeutic and recreational misuse of opioids on Twitter. - Samah Jamal Fodeh; Mohammed Ali Al-Garadi; Osama Elsankary; Jeanmarie Perrone; William Becker; Abeed Sarker (Comput. Biol. Medicine, 2021)

Twitter-based analysis reveals differential COVID-19 concerns across areas with socioeconomic disparities. - Yihua Su; Aarthi Venkat; Yadush Yadav; Lisa B. Puglisi; Samah J. Fodeh (Comput. Biol. Medicine, 2021)

New JBI policy emphasizes clinically-meaningful novel machine learning methods. - Allan Tucker; Thomas George Kannampallil; Samah Jamal Fodeh; Mor Peleg (J. Biomed. Informatics, 2022)

BoneScore: A natural language processing algorithm to extract bone mineral density data from DXA scans. - Samah Jamal Fodeh; Rixin Wang; Terrence E. Murphy; Farah Kidwai-Khan; Linda S. Leo-Summers; Baylah Tessier-Sherman; Evelyn Hsieh; Julie A. Womack (Health Informatics J., 2024)

A roadmap to artificial intelligence (AI): Methods for designing and building AI ready data to promote fairness. - Farah Kidwai-Khan; Rixin Wang; Melissa Skanderson; Cynthia A. Brandt; Samah Jamal Fodeh; Julie A. Womack (J. Biomed. Informatics, 2024)

Deploying a national clinical text processing infrastructure. - Kimberly F. McManus; Johnathon Michael Stringer; Neal Corson; Samah J. Fodeh; Steven Steinhardt; Forrest L. Levin; Asqar S. Shotqara; Joseph D'auria; Elliot M. Fielstein; Glenn T. Gobbel; John Scott; Jodie Trafton; et al. (J. Am. Medical Informatics Assoc., 2024)