S. Fodeh

发表

Exploring supervised machine learning approaches to predicting Veterans Health Administration chiropractic service utilization

C. Brandt, K. Corcoran, A. Lisi, 2020, Chiropractic & Manual Therapies.

COVID-19 Twitter-based analysis reveals differential concerns across areas with socioeconomic disparities

S. Fodeh, L. Puglisi, Y. Su, 2020, medRxiv.

Estimating healthcare mobility in the Veterans Affairs Healthcare System

M. Nunez-Smith, A. Justice, J. Erdos, 2016, BMC Health Services Research.

Using the Adverse Event Reporting System: Can Analysis be Streamlined by Text Processing?

Andrea L. Benin, Perry L. Miller, Kyle Lee, 2015, AMIA.

Feature Selection Based LapSVM to Classify Medical Event Reports and Enhance Patient Safety

Andrea L. Benin, Perry L. Miller, Michele Koss, 2015, AMIA.

Automatic extraction of informal topics from online suicidal ideation

Daniela Stan Raicu, Jonathan Gemmell, Samah J. Fodeh, 2018, BMC Bioinformatics.

On ontology-driven document clustering using core semantic features

Samah Jamal Fodeh, Pang-Ning Tan, William F. Punch, 2011, Knowledge and Information Systems.

Classification of radiology reports for falls in an HIV study cohort

Cynthia Brandt, Samah J. Fodeh, Jonathan Bates, 2016, J. Am. Medical Informatics Assoc..

Complementary ensemble clustering of biomedical data

Michael Krauthammer, Samah Jamal Fodeh, Cynthia Brandt, 2013, J. Biomed. Informatics.

Utilizing a multi-class classification approach to detect therapeutic and recreational misuse of opioids on Twitter

Abeed Sarker, Jeanmarie Perrone, William Becker, 2020, Comput. Biol. Medicine.

Special issue on mining big data in biomedicine and health care

Qing Zeng, Samah Fodeh, S. Fodeh, 2014 .

Twitter-based analysis reveals differential COVID-19 concerns across areas with socioeconomic disparities

Samah J. Fodeh, Lisa B. Puglisi, Yihua Su, 2021, Computers in Biology and Medicine.

Exploiting PubMed for Protein Molecular Function Prediction via NMF Based Multi-label Classification

Hong Yu, Aditya Tiwari, Samah J. Fodeh, 2017, 2017 IEEE International Conference on Data Mining Workshops (ICDMW).

Functional impairments as symptoms in the symptom cluster analysis of patients newly diagnosed with advanced cancer.

T. Murphy, R. McCorkle, Meiying Bai, 2013, Journal of pain and symptom management.

Exploiting MEDLINE for gene molecular function prediction via NMF based multi-label classification

Samah Jamal Fodeh, Aditya Tiwari, Aditya Tiwari, 2018, J. Biomed. Informatics.

Suicide Risk on Twitter

Samah Jamal Fodeh, Cynthia Brandt, Rixin Wang, 2018, Int. J. Knowl. Discov. Bioinform..

Leveraging Twitter to better identify suicide risk

Cynthia Brandt, Samah J. Fodeh, Joseph L. Goulet, 2017, MIH@KDD.

Mining Big Data in biomedicine and health care

Qing Zeng-Treitler, Samah J. Fodeh, Q. Zeng-Treitler, 2016, J. Biomed. Informatics.

Mental health diagnoses are not associated with indicators of lower quality pain care in electronic health records of a national sample of Veterans treated in Veterans Health Administration primary care settings.

R. Kerns, S. Dobscha, H. Bathulapalli, 2022, The journal of pain.

Classifying clinical notes with pain assessment using machine learning

C. Brandt, R. Kerns, S. Luther, 2018, Medical & Biological Engineering & Computing.

Laplacian SVM Based Feature Selection Improves Medical Event Reports Classification

Samah Jamal Fodeh, Andrea L. Benin, Perry L. Miller, 2015, 2015 IEEE International Conference on Data Mining Workshop (ICDMW).

Baseline Cluster Membership Demonstrates Positive Associations with First Occurrence of Multiple Gerontologic Outcomes Over 10 Years

Samah J Fodeh, Thomas M Gill, Terrence E Murphy, 2015, Experimental aging research.

Defining facets of social distancing during the COVID-19 pandemic: Twitter analysis

C. Grady, J. Kwon, J. T. Feliciano, 2020, Journal of Biomedical Informatics.

Guest Editorial for Selected Papers from BIOKDD 2018 and DMBIH 2018

Da Yan, Samah J. Fodeh, Jake Yue Chen, 2020, IEEE ACM Trans. Comput. Biol. Bioinform..

Measuring pain care quality in the Veterans Health Administration primary care setting.

R. Kerns, S. Dobscha, S. Luther, 2021, Pain.

Complementary and Integrative Health Approaches and Pain Care Quality in the Veterans Health Administration Primary Care Setting: A Quasi-Experimental Analysis.

R. Kerns, S. Dobscha, H. Bathulapalli, 2023, Journal of Integrative and Complementary Medicine.

Frequent Closed Itemset Mining Using Prefix Graphs

Pang-Ning Tan, Samah Fodeh, H. D. K. Moonesinghe, 2006 .

Ranking Medical Terms to Support Expansion of Lay Language Resources for Patient Comprehension of Electronic Health Record Notes: Adapted Distant Supervision Approach

Hong Yu, Jinying Chen, Abhyuday N Jagannatha, 2017, JMIR medical informatics.

Emergency care and the patient experience: Using sentiment analysis and topic modeling to understand the impact of the COVID-19 pandemic

S. Fodeh, S. Chekijian, Huan Li, 2021, Health and Technology.

Reducing Annotation Burden Through Multimodal Learning

Michael Krauthammer, Ahmed Allam, Kevin Lopez, 2020, Frontiers in Big Data.

Using Machine Learning Algorithms to Detect Suicide Risk Factors on Twitter

Jonathan Gemmell, Samah Fodeh, Taihua Li, 2019, 2019 International Conference on Data Mining Workshops (ICDMW).

Understanding headache classification coding within the veterans health administration using ICD-9-CM and ICD-10-CM in fiscal years 2014–2017

B. Fenton, C. Brandt, M. Skanderson, 2023, PloS one.

Classifying clinical notes with pain assessment using machine learning

Dezon Finch, Samah Jamal Fodeh, Cynthia Brandt, 2017, Medical & Biological Engineering & Computing.

Classification of Patients with Coronary Microvascular Dysfunction

Samah Fodeh, Taihua Li, Haya Jarad, 2020, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Identifying Patients with Coronary Microvascular Dysfunction using Machine Learning

Samah Fodeh, Taihua Li, Haya Jarad, 2018, 2018 IEEE International Conference on Data Mining Workshops (ICDMW).

MedCat: A Framework for High Level Conceptualization of Medical Notes

Dezon Finch, Samah Jamal Fodeh, Cynthia Brandt, 2013, 2013 IEEE 13th International Conference on Data Mining Workshops.

Enhancing Clustering by Exploiting Complementary Data Modalities in the Medical Domain

Michael Krauthammer, Samah Jamal Fodeh, Cynthia Brandt, 2012, AIAI.

Post-Traumatic Stress Disorder (PTSD) Ontology and Use Case

Kei Cheung, Samah J. Fodeh, Bryan Gamble, 2014, ICBO.