Seminars from MTL

May 11, 2016
EECS Doctoral Dissertation
Measuring the Absolute Concentration of Particles in Suspension using High Frequency B-mode Ultrasound Imaging
John Haeseon Lee, MIT
  • Ujwal Radhakrishna
  • Concentration measurement of particles in suspension is an important procedure performed in biological and clinical laboratories. Existing methods such as hemocytometer, coulter counter, and flow cytometer are often laborious, destructive, and incapable of in vivo measurements. An ultrasound-based method has several unique advantages. It can be nondestructive and noninvasive, which allows a much larger portion of the sample to be analyzed, improving the accuracy and decreasing required sample volume. Also, ultrasound methods have the potential for in vivo measurement in the clinical setting, where cell concentration in liquids such as cerebrospinal fluid can be measured noninvasively without requiring a lumbar puncture. In this work, a new method is presented that estimates absolute particle concentration from high frequency B-mode ultrasound images. The method is based on the detection and characterization of the echoes from individual particles to estimate the effective slice thickness of the image. Prior characterization of the sample is not required because the estimation relies only on parameters that are measured directly from the image. The particle type differential is also performed by using the backscatter coefficient. The method is demonstrated by measuring microsphere suspensions as well as human T cell suspensions using a mechanically scanned single element transducer imaging system and a VisualSonics Vevo 2100. The proposed method has a wide range of potential clinical applications including noninvasive measurement of cell concentration in biological fluids.

  • John Lee is a PhD candidate in the department of Electrical Engineering and Computer Science working with Prof. Duane Boning and Dr. Brian Anthony. He received his B.S. in electrical and computer engineering from Cornell University in 2006 and S.M. in electrical engineering and computer science from Massachusetts Institute of Technology in 2011. He was with Advanced Micro Devices from 2006 to 2009 as an analog circuit designer, where he worked on high-speed serial links. His current research interests are in medical devices, especially in ultrasound technology. He has worked on a capsule-based ultrasound imaging system for gastrointestinal tract. Currently he is working on ultrasound-based measurement technique to characterize biological fluid.