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1

Mining Big Data in Biomedicine and Health Care

Fodeh, Samah, Zeng, Qing

Journal:

Journal of Biomedical Informatics

Year:

2016

Language:

english

File:

PDF, 745 KB

english, 2016

2

[IEEE 2019 International Conference on Data Mining Workshops (ICDMW) - Beijing, China (2019.11.8-2019.11.11)] 2019 International Conference on Data Mining Workshops (ICDMW) - Using Machine Learning Algorithms to Detect Suicide Risk Factors on Twitter

Fodeh, Samah, Li, Taihua, Menczynski, Kevin, Burgette, Tedd, Harris, Andrew, Ilita, Georgeta, Rao, Satyan, Gemmell, Jonathan, Raicu, Daniela

Year:

2019

Language:

english

File:

PDF, 126 KB

english, 2019

3

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

Coleman, Brian C., Fodeh, Samah, Lisi, Anthony J., Goulet, Joseph L., Corcoran, Kelsey L., Bathulapalli, Harini, Brandt, Cynthia A.

Journal:

Chiropractic & Manual Therapies

Year:

2020

File:

PDF, 2.23 MB

2020

4

On ontology-driven document clustering using core semantic features

Samah Fodeh, Bill Punch, Pang-Ning Tan

Journal:

Knowledge and Information Systems

Year:

2011

Language:

english

File:

PDF, 676 KB

english, 2011

5

Validating a natural language processing tool to exclude psychogenic nonepileptic seizures in electronic medical record-based epilepsy research

Hamid, H., Fodeh, S.J., Lizama, A.G., Czlapinski, R., Pugh, M.J., LaFrance, W.C., Brandt, C.A.

Journal:

Epilepsy & Behavior

Year:

2013

Language:

english

File:

PDF, 131 KB

english, 2013

6

Functional Impairments as Symptoms in the Symptom Cluster Analysis of Patients Newly Diagnosed With Advanced Cancer

Fodeh, Samah J., Lazenby, Mark, Bai, Mei, Ercolano, Elizabeth, Murphy, Terrence, McCorkle, Ruth

Journal:

Journal of Pain and Symptom Management

Year:

2013

Language:

english

File:

PDF, 211 KB

english, 2013

7

Complementary ensemble clustering of biomedical data

Fodeh, Samah Jamal, Brandt, Cynthia, Luong, Thai Binh, Haddad, Ali, Schultz, Martin, Murphy, Terrence, Krauthammer, Michael

Journal:

Journal of Biomedical Informatics

Year:

2013

Language:

english

File:

PDF, 1.21 MB

english, 2013

8

[IEEE Sixth International Conference on Data Mining (ICDM'06) - Hong Kong, China (2006.12.18-2006.12.22)] Sixth International Conference on Data Mining (ICDM'06) - Frequent Closed Itemset Mining Using Prefix Graphs with an Efficient Flow-Based Pruning Strategy

Moonesinghe, H.D.K., Fodeh, Samah, Tan, Pang-ning

Year:

2006

Language:

english

File:

PDF, 217 KB

english, 2006

9

[IEEE 19th IEEE International Conference on Tools with Artificial Intelligence(ICTAI 2007) - Patras, Greece (2007.10.29-2007.10.31)] 19th IEEE International Conference on Tools with Artificial Intelligence(ICTAI 2007) - Incorporating Background Knowledge for Subjective Rule Evaluation

Fodeh, Samah Jamal, Tan, Pang-Ning

Year:

2007

Language:

english

File:

PDF, 1.05 MB

english, 2007

10

[IEEE 2013 IEEE 13th International Conference on Data Mining Workshops (ICDMW) - TX, USA (2013.12.7-2013.12.10)] 2013 IEEE 13th International Conference on Data Mining Workshops - MedCat: A Framework for High Level Conceptualization of Medical Notes

Fodeh, Samah Jamal, Zirkle, Maryan, Finch, Dezon, Reeves, Ruth, Erdos, Joseph, Brandt, Cynthia

Year:

2013

Language:

english

File:

PDF, 356 KB

english, 2013

11

[IEEE 19th IEEE International Conference on Tools with Artificial Intelligence(ICTAI 2007) - Patras, Greece (2007.10.29-2007.10.31)] 19th IEEE International Conference on Tools with Artificial Intelligence(ICTAI 2007) - A Probabilistic Substructure-Based Approach for Graph Classification

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

Year:

2007

Language:

english

File:

PDF, 413 KB

english, 2007

12

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

Fodeh, Samah J., Trentalange, Mark, Allore, Heather G., Gill, Thomas M., Brandt, Cynthia A., Murphy, Terrence E.

Journal:

Experimental Aging Research

Year:

2015

Language:

english

File:

PDF, 251 KB

english, 2015

13

[ACM Press the 2009 ACM symposium - Honolulu, Hawaii (2009.03.08-2008.03.12)] Proceedings of the 2009 ACM symposium on Applied Computing - SAC '09 - Combining statistics and semantics via ensemble model for document clustering

Fodeh, Samah Jamal, Punch, William F, Tan, Pang-Ning

Year:

2009

Language:

english

File:

PDF, 297 KB

english, 2009

14

Clinical data mining

Zeng, Qing Treitler, Fodeh, Samah

Journal:

Computers in Biology and Medicine

Year:

2015

Language:

english

File:

PDF, 140 KB

english, 2015

15

[IEEE 2015 IEEE International Conference on Data Mining Workshop (ICDMW) - Atlantic City, NJ, USA (2015.11.14-2015.11.17)] 2015 IEEE International Conference on Data Mining Workshop (ICDMW) - Laplacian SVM Based Feature Selection Improves Medical Event Reports Classification

Fodeh, Samah, Benin, Andrea, Miller, Perry, Lee, Kyle, Koss, Michele, Brandt, Cynthia

Year:

2015

Language:

english

File:

PDF, 249 KB

english, 2015

16

Classification of radiology reports for falls in an HIV study cohort

Bates, Jonathan, Fodeh, Samah J, Brandt, Cynthia A, Womack, Julie A

Journal:

Journal of the American Medical Informatics Association

Year:

2016

Language:

english

File:

PDF, 311 KB

english, 2016

17

Electronic approaches to making sense of the text in the adverse event reporting system

Benin, Andrea L., Fodeh, Samah Jamal, Lee, Kyle, Koss, Michele, Miller, Perry, Brandt, Cynthia

Journal:

Journal of Healthcare Risk Management

Year:

2016

Language:

english

File:

PDF, 102 KB

english, 2016

18

Implications of resin-based composite (RBC) restoration on cuspal deflection and microleakage score in molar teeth: Placement protocol and restorative material

McHugh, Lauren E.J., Politi, Ioanna, Al-Fodeh, Rami S., Fleming, Garry J.P.

Journal:

Dental Materials

Year:

2017

Language:

english

File:

PDF, 989 KB

english, 2017

19

Classifying clinical notes with pain assessment using machine learning

Fodeh, Samah Jamal, Finch, Dezon, Bouayad, Lina, Luther, Stephen L., Ling, Han, Kerns, Robert D., Brandt, Cynthia

Journal:

Medical and Biological Engineering and Computing

Year:

2017

Language:

english

File:

PDF, 647 KB

english, 2017

20

[IEEE 2017 IEEE International Conference on Data Mining Workshops (ICDMW) - New Orleans, LA (2017.11.18-2017.11.21)] 2017 IEEE International Conference on Data Mining Workshops (ICDMW) - Exploiting PubMed for Protein Molecular Function Prediction via NMF Based Multi-label Classification

Fodeh, Samah, Tiwari, Aditya, Yu, Hong

Year:

2017

Language:

english

File:

PDF, 191 KB

english, 2017

21

Modification of the restoration protocol for resin-based composite (RBC) restoratives (conventional and bulk fill) on cuspal movement and microleakage score in molar teeth

Politi, I., McHugh, L.E.J., Al-Fodeh, R.S., Fleming, G.J.P.

Journal:

Dental Materials

Year:

2018

Language:

english

File:

PDF, 890 KB

english, 2018

22

Automatic extraction of informal topics from online suicidal ideation

Grant, Reilly N., Kucher, David, León, Ana M., Gemmell, Jonathan F., Raicu, Daniela S., Fodeh, Samah J.

Journal:

BMC Bioinformatics

Year:

2018

Language:

english

File:

PDF, 649 KB

english, 2018

23

Exploiting MEDLINE for Gene Molecular Function Prediction via NMF based Multi-Label Classification

Jamal Fodeh, Samah, Tiwari, Aditya

Journal:

Journal of Biomedical Informatics

Year:

2018

Language:

english

File:

PDF, 813 KB

english, 2018

24

[IEEE 2018 IEEE International Conference on Data Mining Workshops (ICDMW) - Singapore, Singapore (2018.11.17-2018.11.20)] 2018 IEEE International Conference on Data Mining Workshops (ICDMW) - Identifying Patients with Coronary Microvascular Dysfunction using Machine Learning

Fodeh, Samah, Li, Taihua, Jarad, Haya, Safdar, Basmah

Year:

2018

File:

PDF, 8 KB

2018

25

Concomitant Gouty and Tuberculous Granulomatous Arthritis

AbdullGaffar, Badr, Abdul Hameed, Basem, Fodeh, Suleiman, Sreeram, Rao

Journal:

International Journal of Surgical Pathology

Year:

2019

Language:

english

File:

PDF, 638 KB

english, 2019

26

Reducing Annotation Burden Through Multimodal Learning

Lopez, Kevin, Fodeh, Samah J., Allam, Ahmed, Brandt, Cynthia A., Krauthammer, Michael

Journal:

Frontiers in Big Data

Year:

2020

File:

PDF, 1.33 MB

2020

27

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

Kwon, Jiye, Grady, Connor, Feliciano, Josemari T., Fodeh, Samah J.

Journal:

Journal of Biomedical Informatics

Year:

2020

File:

PDF, 2.50 MB

2020

28

Guest Editorial for Selected Papers from BIOKDD 2018 and DMBIH 2018

Yan, Da, Gao, Xin, Fodeh, Samah J., Chen, Jake Y.

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2020

File:

PDF, 154 KB

2020

29

Identification of Patients with Nontraumatic Intracranial Hemorrhage Using Administrative Claims Data

Sangal, Rohit B., Fodeh, Samah, Taylor, Andrew, Rothenberg, Craig, Finn, Emily B., Sheth, Kevin, Matouk, Charles, Ulrich, Andrew, Parwani, Vivek, Sather, John, Venkatesh, Arjun

Journal:

Journal of Stroke and Cerebrovascular Diseases

Year:

2020

File:

PDF, 124 KB

2020