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Samah Jamal Fodeh
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2020 – today
- 2024
- [j18]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, Tamar H. Taddei, Joseph Erdos, Suzanne R. Tamang
Deploying a national clinical text processing infrastructure. J. Am. Medical Informatics Assoc. 31(3): 727-731 (2024) - [j17]Farah Kidwai-Khan
A roadmap to artificial intelligence (AI): Methods for designing and building AI ready data to promote fairness. J. Biomed. Informatics 154: 104654 (2024) - 2022
- [j16]Allan Tucker
New JBI policy emphasizes clinically-meaningful novel machine learning methods. J. Biomed. Informatics 127: 104003 (2022) - 2021
- [j15]Samah Jamal Fodeh, Mohammed Ali Al-Garadi
Utilizing a multi-class classification approach to detect therapeutic and recreational misuse of opioids on Twitter. Comput. Biol. Medicine 129: 104132 (2021) - [j14]Yihua Su
Twitter-based analysis reveals differential COVID-19 concerns across areas with socioeconomic disparities. Comput. Biol. Medicine 132: 104336 (2021) - [c23]Samah J. Fodeh, Sabrina Su, Aarthi Venkat, Lisa B. Puglisi:
COVID-19 concerns and interests differ with socioeconomic status: Twitter Analysis. AMIA 2021 - 2020
- [j13]Kevin Lopez
Reducing Annotation Burden Through Multimodal Learning. Frontiers Big Data 3: 19 (2020) - [j12]Jiye Kwon
Defining facets of social distancing during the COVID-19 pandemic: Twitter analysis. J. Biomed. Informatics 111: 103601 (2020) - [j11]Samah J. Fodeh
Classification of Patients with Coronary Microvascular Dysfunction. IEEE ACM Trans. Comput. Biol. Bioinform. 17(2): 704-711 (2020) - [j10]Da Yan
Guest Editorial for Selected Papers from BIOKDD 2018 and DMBIH 2018. IEEE ACM Trans. Comput. Biol. Bioinform. 17(6): 1832-1834 (2020) - [c22]Brian C. Coleman, Samah J. Fodeh, Rixin Wang, Anthony J. Lisi, Alicia Heapy, Cynthia Brandt:
Pain Assessment in Veterans Health Administration Chiropractic Clinic Documentation. AMIA 2020 - [c21]Samah J. Fodeh, Huan Li, Khaled Jarad, Mengran Zhang, Stephen Holt:
Integrating Social Media data with Electronic Health Records to better Understand Opioid Use Disorder. AMIA 2020
2010 – 2019
- 2019
- [c20]Termeh Feinberg, Joseph L. Goulet, Amy C. Justice, Samah Jamal Fodeh, Lori Bastian, Qing T. Zeng, Cynthia Brandt:
Preliminary chart review for Natural Language Processing development among electronic health records with documentation of marijuana use. AMIA 2019 - [c19]Samah J. Fodeh, Jennifer Edelman, William Becker, Cynthia Brandt, Sally Haskell:
Presecription opioid tapering: Mining structured and unstructured data. AMIA 2019 - [c18]Samah J. Fodeh, Taihua Li, Kevin Menczynski, Tedd Burgette, Andrew Harris, Georgeta Ilita, Satyan Rao, Jonathan Gemmell, Daniela Raicu:
Using Machine Learning Algorithms to Detect Suicide Risk Factors on Twitter. ICDM Workshops 2019: 941-948 - 2018
- [j9]Reilly Grant, David Kucher, Ana M. Leon, Jonathan Gemmell, Daniela Stan Raicu, Samah J. Fodeh:
Automatic extraction of informal topics from online suicidal ideation. BMC Bioinform. 19-S(8): 57-66 (2018) - [j8]Samah Jamal Fodeh, Edwin D. Boudreaux, Rixin Wang, Dennis Silva, Robert Bossarte, Joseph L. Goulet, Cynthia Brandt, Al-Talib Hamada:
Suicide Risk on Twitter. Int. J. Knowl. Discov. Bioinform. 8(2): 1-17 (2018) - [j7]Samah Jamal Fodeh, Aditya Tiwari:
Exploiting MEDLINE for gene molecular function prediction via NMF based multi-label classification. J. Biomed. Informatics 86: 160-166 (2018) - [j6]Samah Jamal Fodeh, Dezon Finch, Lina Bouayad
Classifying clinical notes with pain assessment using machine learning. Medical Biol. Eng. Comput. 56(7): 1285-1292 (2018) - [c17]Samah J. Fodeh, Taihua Li, Haya Jarad, Basmah Safdar:
Identifying Patients with Coronary Microvascular Dysfunction using Machine Learning. ICDM Workshops 2018: 715-721 - 2017
- [c16]Samah J. Fodeh, Aditya Tiwari, Hong Yu:
Exploiting PubMed for Protein Molecular Function Prediction via NMF Based Multi-label Classification. ICDM Workshops 2017: 446-451 - [c15]Samah J. Fodeh, Joseph L. Goulet, Cynthia Brandt, Al-Talib Hamada:
Leveraging Twitter to better identify suicide risk. MIH@KDD 2017: 1-7 - [c14]Aditya Tiwari, Samah J. Fodeh, Steven J. Baccei, Max P. Rosen:
Automatic Classification of Critical Findings in Radiology Reports. MIH@KDD 2017: 35-39 - [c13]Samah J. Fodeh, Dezon Finch, Lina Bouayad
Classifying Clinical Notes with Pain Assessment. MedInfo 2017: 1261 - [e1]Samah J. Fodeh, Daniela Stan Raicu:
Proceedings of the 1st ACM Workshop on Medical Informatics and Healthcare, MIH 2017, Halifax, Nova Scotia, Canada, August 14, 2017. Proceedings of Machine Learning Research 69, PMLR 2017 [contents] - 2016
- [j5]Jonathan Bates, Samah J. Fodeh, Cynthia Brandt, Julie A. Womack:
Classification of radiology reports for falls in an HIV study cohort. J. Am. Medical Informatics Assoc. 23(e1): e113-e117 (2016) - [j4]Samah J. Fodeh, Qing T. Zeng:
Mining Big Data in biomedicine and health care. J. Biomed. Informatics 63: 400-403 (2016) - 2015
- [j3]Qing Zeng-Treitler, Samah J. Fodeh:
Clinical data mining. Comput. Biol. Medicine 62: 293 (2015) - [c12]Andrea L. Benin, Samah J. Fodeh, Michele Koss, Kyle Lee, Perry L. Miller, Cynthia Brandt:
Using the Adverse Event Reporting System: Can Analysis be Streamlined by Text Processing? AMIA 2015 - [c11]Samah J. Fodeh, Cynthia Brandt, Perry L. Miller, Michele Koss, Andrea L. Benin:
Feature Selection Based LapSVM to Classify Medical Event Reports and Enhance Patient Safety. AMIA 2015 - [c10]Karen H. Wang, Constance Carroll, Brenda Fenton, Samah J. Fodeh, Joseph Erdos, Marcella Nunez-Smith, Amy Justice, Cynthia Brandt:
Exploring Healthcare Mobility in the US to Improve Quality of Care: Preliminary Results. AMIA 2015 - [c9]Samah Jamal Fodeh, Andrea L. Benin, Perry L. Miller, Kyle Lee, Michele Koss, Cynthia Brandt:
Laplacian SVM Based Feature Selection Improves Medical Event Reports Classification. ICDM Workshops 2015: 449-454 - 2014
- [c8]Bryan Gamble, Samah J. Fodeh, Kei Cheung:
Post-Traumatic Stress Disorder (PTSD) Ontology and Use Case. ICBO 2014: 56-59 - 2013
- [j2]Samah Jamal Fodeh, Cynthia Brandt, Thaibinh Luong, Ali Haddad, Martin H. Schultz, Terrence Murphy, Michael Krauthammer
Complementary ensemble clustering of biomedical data. J. Biomed. Informatics 46(3): 436-443 (2013) - [c7]Samah Jamal Fodeh, Maryan Zirkle, Dezon Finch, Ruth M. Reeves, Joseph Erdos, Cynthia Brandt:
MedCat: A Framework for High Level Conceptualization of Medical Notes. ICDM Workshops 2013: 274-280 - 2012
- [c6]Samah J. Fodeh, Sharmila Chatterjee, Cynthia Brandt:
Analysis of VA Telephone Call Notes using Topic Modeling. AMIA 2012 - [c5]Samah Jamal Fodeh, Ali Haddad, Cynthia Brandt, Martin H. Schultz, Michael Krauthammer
Enhancing Clustering by Exploiting Complementary Data Modalities in the Medical Domain. AIAI (1) 2012: 357-367 - 2011
- [j1]Samah Jamal Fodeh, William F. Punch, Pang-Ning Tan
On ontology-driven document clustering using core semantic features. Knowl. Inf. Syst. 28(2): 395-421 (2011)
2000 – 2009
- 2009
- [c4]Samah Jamal Fodeh, William F. Punch, Pang-Ning Tan
Combining statistics and semantics via ensemble model for document clustering. SAC 2009: 1446-1450 - 2007
- [c3]Samah Jamal Fodeh, Pang-Ning Tan
Incorporating Background Knowledge for Subjective Rule Evaluation. ICTAI (2) 2007: 148-155 - [c2]H. D. K. Moonesinghe, Hamed Valizadegan, Samah Jamal Fodeh, Pang-Ning Tan
A Probabilistic Substructure-Based Approach for Graph Classification. ICTAI (1) 2007: 346-349 - 2006
- [c1]H. D. K. Moonesinghe, Samah Jamal Fodeh, Pang-Ning Tan
Frequent Closed Itemset Mining Using Prefix Graphs with an Efficient Flow-Based Pruning Strategy. ICDM 2006: 426-435
Coauthor Index
aka: Cynthia A. Brandt
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