Index


(Journal Publications | Conference Proceedings | Project Reports)


Journal Publications


  • Obeid, I., and Picone, J., "Machine Learning Approaches to Automatic Interpretations of EEGs," CRC Press, 2017. (Download)
  • Obeid, I., and Picone, J., The Temple University Hospital EEG Data Corpus. "Frontiers in Neuroscience" , Section Neural Technology, 10, 196, 2016. (Download) (Access)
  • Goodwin T, Harabagiu S. "Inferring the Interactions of Risk Factors from EHRs." Proceedings of the American Medical Informatics Association (AMIA) Summit on Clinical Research Informatics (CRI), :78-87.s, March, 2016. (Access)
  • Goodwin T, Harabagiu S. "Embedding Open-domain Common-Sense Knowledge from Text." Proceedings of the Language Resources and Evaluation Conference (LREC-2016), May, 2016. (Access)

Conference Proceedings

  • Lopez, S., Gross, A., Yang, S., Golmohammadi, M., Obeid, I., and Picone, J., "An Analysis of Two Common Reference Points for EEGs.", In IEEE Signal Processing in Medicine and Biology Symposium (pp. 14), Philadelphia, Pennsylvania, USA, 2016. (Download) (Access)
  • S. Yang, S. L√≥pez, M. Golmohammadi, I. Obeid and J. Picone, "Semi-Automated Annotation of Signal Events in Clinical EEG Data." In IEEE Signal Processing in Medicine and Biology Symposium (pp. 1-4). Philadelphia, Pennsylvania, USA, 2016. (Download) (Access)
  • Guimaraes Moura, A., Lopez, S., Obeid, I., & Picone, J., "A Comparison of Feature Extraction Methods for EEG Signals." In IEEE Signal Processing in Medicine and Biology Symposium (p. 1) Philadelphia, Pennsylvania, USA., 2015. (Download) (Access)
  • Picone, J., Obeid, I., and Harabagiu, S., "Automatic Discovery and Processing of EEG Cohorts from Clinical Records.", In Big Data to Knowledge All Hands Grantee Meeting (p. 1). Bethesda, Maryland, USA, 2015. (Download)
  • Golmohammadi, M., Lopez, S., Obeid, I., and Picone, J., "EEG Event Detection on the TUH EEG Corpus.", In Big Data to Knowledge All Hands Grantee Meeting (p. 1), Bethesda, Maryland, USA, 2015. (Download)
  • Harabagiu, S., Goodwin, T., and Maldonado, R., "Generating and Using a Qualified Medical Knowledge Graph for Patient Cohort Retrieval from Big Clinical Electroencephalography (EEG) Data.", In Big Data to Knowledge All Hands Grantee Meeting (p. 1). Bethesda, Maryland, USA. 2015. (Download)
  • Lopez, S., Suarez, G., Jungries, D., Obeid, I., and Picone, J., "Automated Identification of Abnormal EEGs." In IEEE Signal Processing in Medicine and Biology Symposium (pp. 14), Philadelphia, Pennsylvania, USA, 2015. (Download) (Access)
  • Harati, A., Golmohammadi, M., Lopez, S., Obeid, I., and Picone, J., "Improved EEG Event Classification Using Differential Energy.", In Proceedings of the IEEE Signal Processing in Medicine and Biology Symposium (pp. 14), Philadelphia, Pennsylvania, USA, 2015. (Download) (Access)

Project Reports

  • Project Report May 2016 - The 2016 report documenting information, project status, accomplishments, findings, and future work of the project.