Labs: Signal and Information Processing (ISIP) Lab

Research Interests

  • Machine Learning

Courses Taught

Number

Name

Level

ECE 1111

Engineering Computation I

Undergraduate

ECE 4527

Introduction to Machine Learning and Pattern Recognition

Undergraduate

ECE 4822

Engineering Computation IV

Undergraduate

ECE 5110

Introduction to Machine Learning and Pattern Recognition

Graduate

ECE 5110

Special Topics: Introduction to Machine Learning & Pattern Recognition

Graduate

ECE 8110

Special Topics in Electrical and Computer Engineering

Graduate

ECE 8527

Introduction to Machine Learning and Pattern Recognition

Graduate

Selected Publications

  • Roy, S., Kiral, I., Mirmomeni, M., Mummert, T., Braz, A., Tsay, J., Tang, J., Asif, U., Schaffter, T., Ahsen, M.E., Iwamori, T., Yanagisawa, H., Poonawala, H., Madan, P., Qin, Y., Picone, J., Obeid, I., Marques, B.D.e.A., Maetschke, S., Khalaf, R., Rosen-Zvi, M., Stolovitzky, G., Harrer, S., & Consortium, I.E. (2021). Evaluation of artificial intelligence systems for assisting neurologists with fast and accurate annotations of scalp electroencephalography data. EBioMedicine, 66, p. 103275. Netherlands. doi: 10.1016/j.ebiom.2021.103275

  • Rahman, S., Hamid, A., Ochal, D., Obeid, I., & Picone, J. (2020). Improving the Quality of the TUSZ Corpus. 2020 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2020 - Proceedings. doi: 10.1109/SPMB50085.2020.9353635

  • Hamid, A., Gagliano, K., Rahman, S., Tulin, N., Tchiong, V., Obeid, I., & Picone, J. (2020). The Temple University Artifact Corpus: An Annotated Corpus of EEG Artifacts. 2020 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2020 - Proceedings. doi: 10.1109/SPMB50085.2020.9353647

  • Shawki, N., Elseify, T., Cap, T., Shah, V., Obeid, I., & Picone, J. (2020). A Deep Learning-Based Real-time Seizure Detection System. 2020 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2020 - Proceedings. doi: 10.1109/SPMB50085.2020.9353623

  • Shah, V., Obeid, I., Picone, J., Ekladious, G., Iskander, R., & Roy, Y. (2020). Validation of Temporal Scoring Metrics for Automatic Seizure Detection. 2020 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2020 - Proceedings. doi: 10.1109/SPMB50085.2020.9353631

  • Islam, S., Shah, V., Gidde, S., Hutapea, P., Song, S.H., Picone, J., & Kim, A. (2020). A Machine Learning Enabled Wireless Intracranial Brain Deformation Sensing System. IEEE Trans Biomed Eng, 67(12), pp. 3521-3530. United States. doi: 10.1109/TBME.2020.2990071