A list of selected publications is provided here.
For a full list please refer to the "google scholar page."

In Preparation/Under Review

  1. "Detecting Protein Tau in Chronic Traumatic Encephalopathy (CTE) using Deep Learning and Network Centrality".

Journal Publications


  1. Khanmohammadi, Sina, Laurido-Soto, Osvaldo, N. Eisenman, Lawrence, T. Kummer, Terrance, and Ching, ShiNung. "Localizing Focal Brain Injury via EEG Spectral Variances." Biomedical Signal Processing and Control, 68, p. 102746, 2021. Link
  2. Khanmohammadi, Sina, Laurido-Soto, Osvaldo, N. Eisenman, Lawrence, T. Kummer, Terrance, and Ching, ShiNung. "Intrinsic Network Reactivity Differentiates Levels of Consciousness in Comatose Patients." Clinical Neurophysiology Vol. 129, pp. 2296-2305, 2018. Link
  3. Khanmohammadi, Sina, and Chou, Chun-An. "Adaptive Seizure Onset Detection Framework using a Hybrid PCA–CSP Approach." IEEE Journal of Biomedical and Health Informatics Vol. 22, pp. 154-160, 2018. Link
  4. Khanmohammadi, Sina. "An Improved Synchronization Likelihood Method for Quantifying Neuronal Synchrony." Computers in Biology and Medicine Vol. 91, pp. 80-95, 2017. Link
  5. Khanmohammadi, Sina, Adibeig, Naiier, and Shanehbandy, Samaneh. "An Improved Overlapping k-Means Clustering Method for Medical Applications." Expert Systems With Application Vol. 67, pp. 12-18, 2017. Link
  6. Khanmohammadi, Sina, and Chou, Chun-An. "A Gaussian Mixture Model based Discretization Algorithm for Associative Classification of Medical Data." Expert Systems With Application Vol. 58, pp. 119-129, 2016. Link

Conference Proceedings


  1. Khanmohammadi, Sina, Terranee T. Kummer, and ShiNung Ching. "Identifying Disruptions in Intrinsic Brain Dynamics due to Severe Brain Injury." In Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, pp. 344-348. IEEE, 2017. Link
  2. Khanmohammadi, Sina, and Chun-An Chou. "A simple distance based seizure onset detection algorithm using common spatial patterns." In Proceedings of the International Conference on Brain Informatics, pp. 233-242. Springer, 2016. Link
  3. Tutun, Salih, Sina Khanmohammadi, Lu He, and Chun-An Chou. "A meta-heuristic LASSO model for diabetic readmission prediction." In Proceedings of the Industrial and Systems Engineering Research Conference. ISERC, 2016. Link
  4. Fan, Miaolin, Vladimir Miskovic, Chun-An Chou, Sina Khanmohammadi, Hiroki Sayama, and Brandon E. Gibb. "Classification Analysis of Chronological Age Using Brief Resting Electroencephalographic (EEG) Recordings." In Proceedings of the International Conference on Brain Informatics and Health, pp. 96-104. Springer, 2015. Link
  5. Hourani, Anas, Chun-An Chou, and Sina Khanmohammadi. "An Improvement on Association Rule Based Classification of Medical Data." In Proceedings of the Institute of Industrial and Systems Engineers Conference, pp. 3371. IISE, 2014. Link
  6. Khanmohammadi, Sina, Vladimir Miskovic, Farnaz Zamani Esfahlani, and Chun-An Chou. "Pattern Discrimination of Neuroelectric Waveforms Evoked By Synchronized Visuo-Motor Integration." In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, vol. 2014, pp. 4924-4927. IEEE, 2014. Link
  7. Khanmohammadi, Sina, and Mandana Rezaeiahari. "AHP based classification algorithm selection for clinical decision support system development." In Proceedings of the Complex Adaptive Systems, vol. 36, pp. 328-334. Procedia Computer Science, 2014 Link