Faculty Directory
Alan V. Sahakian

Professor of Electrical and Computer Engineering and (by courtesy) Biomedical Engineering

Contact

2145 Sheridan Road
Tech L253 (Dean's Office) or Tech L394 (Faculty Office)
Evanston, IL 60208-3109

847-491-3641Email Alan Sahakian

Website

Alan Sahakian's Homepage

Departments

Electrical and Computer Engineering

Biomedical Engineering

Download CV

Education

Ph.D. Electrical and Computer Engineering with minor in Computer Science, University of Wisconsin-Madison, Madison, WI

M.S. Electrical Engineering, University of Wisconisin-Madison, Madison, WI

B.S. Applied Science and Physics, University of Wisconsin-Parkside, Madison, WI


Research Interests

Cardiac electrophysiology, in particular the mechanisms, monitoring and automatic diagnosis and treatment of the atrial cardiac arrhythmias. Irreversible electroporation methods for ablating cancerous tumors including non-resectable liver and pancreatic cancer. RF ablation for establishing cancer-free post-lumpectomy margins. Non-contact vital signs monitoring using millimeter-wave and other remote sensing methods. Beyond-CMOS logic realizations including spintronics, magneto-resistive devices and circuits and all-carbon logic.

 


Selected Publications

  • Besler, Emre; Wang, Yearnchee Curtis; Sahakian, Alan V., Early and late fusion machine learning on multi-frequency electrical impedance data to improve radiofrequency ablation monitoring, IEEE Journal of Biomedical and Health Informatics 24(8):2359-2367.
  • Besler, Emre; Wang, Yearnchee Curtis; Sahakian, Alan V., Real-Time Radiofrequency Ablation Lesion Depth Estimation Using Multi-frequency Impedance with a Deep Neural Network and Tree-Based Ensembles, IEEE Transactions on Biomedical Engineering 67(7):1890-1899.
  • Schwartz, Yosef; Wasserlauf, Jeremiah; Sahakian, Alan V.; Knight, Bradley, Inappropriate activation of pacemaker magnet response mode by CPAP masks, PACE - Pacing and Clinical Electrophysiology.
  • Besler, Emre; Curtis Wang, Y.; C. Chan, Terence; V. Sahakian, Alan, Real-time monitoring radiofrequency ablation using tree-based ensemble learning models, International Journal of Hyperthermia 36(1):428-437.
  • Besler, Emre; Wang, Yearnchee Curtis; Chan, Terence; Sahakian, Alan Varteres, Classifying small volumes of tissue for real-time monitoring radiofrequency ablation, Springer Verlag:205-215.
  • Callewaert, F.; Velev, V.; Kumar, P.; Sahakian, A. V.; Aydin, K., Inverse-Designed Broadband All-Dielectric Electromagnetic Metadevices, Scientific reports 8(1).
  • Callewaert, Francois; Velev, Vesselin; Jiang, Shizhou; Sahakian, Alan Varteres; Kumar, Prem; Aydin, Koray, Inverse-designed stretchable metalens with tunable focal distance, Applied Physics Letters 112(9).
  • Wang, Yearnchee Curtis; Chan, Terence Chee Hung; Sahakian, Alan Varteres, Real-time estimation of lesion depth and control of radiofrequency ablation within ex vivo animal tissues using a neural network, International Journal of Hyperthermia 34(7):1104-1113.