Focused Ultrasound

The focused ultrasound (FUS) group, under the direction of Drs. Kullervo Hynynen, David Goertz and Meaghan O’Reilly, aims to improve health care by developing new diagnostic and noninvasive therapeutic methods using focused ultrasound. Our group is part of the physical sciences research platform at Sunnybrook Research Institute (SRI).

Focused ultrasound can provide highly localized and controllable energy deposition deep in tissue. This high-frequency acoustic wave can be used to probe tissue for diagnostic purposes or to modify tissue to provide treatment. Unlike traditional surgeries, focused ultrasound can provide noninvasive treatment to previously hard-to-reach locations in the body (like the prostate, liver, brain and heart), without many of the complications and risks of surgery. Focused ultrasound can also be combined with other imaging modalities, such as magnetic resonance imaging, to augment diagnostic information or better track treatment progress. Focused ultrasound is an exciting and promising technology.

In our lab, three major research initiatives have been established:

See our latest publications

For information about our summer research program for high school students, please visit the Careers & Student Opportunities section.

We are always looking to hire creative, innovative and driven researchers. If interested in working here, please email fusrecruiting@sunnybrook.ca and use the subject line: general inquiries for FUS positions.

Projects

Among the most desirable replacements for invasive surgery is the use of focused ultrasound beams to coagulate or destroy tissue. Because ultrasound penetrates well through soft tissues and can be focused on distant spots that measure mere millimetres, the energy absorption elevates tissue temperature with such sharp thermal gradients that the boundaries of the treated tissue are clearly demarcated, and there is no damage to the overlying or surrounding tissues. Similar, well-controlled, noninvasive deep focusing cannot be achieved by any other heating method.

This power is now clinically available in the U.S. after a magnetic resonance imaging-guided and monitored focused ultrasound system (ExAblate 2000 from InSightec, based in Haifa, Israel) was approved in 2004 by the Food and Drug Administration for the noninvasive surgery of uterine fibroids. This device was a product of the research of Dr. Kullervo Hynynen in his laboratory at Brigham and Women’s Hospital and Harvard Medical School prior to his recruitment to Sunnybrook Research Institute in 2006.

Although diagnostic ultrasound-guided focused ultrasound devices are used for different tumours in China and Japan, and in Europe for prostate cancer, they are limited by the lack of monitoring of the induced thermal exposure. Traditional surgery is often combined with chemotherapy and/or radiation therapy to reduce the number of surviving cancer cells. Likewise, the effectiveness of ultrasound surgery could also be maximized by combining it with these other therapies. Our aim in this project is to develop novel treatments that will explore the ability to potentiate therapeutic effects through the use of ultrasound exposure with microbubbles or other agents that can be locally activated. Specific goals are as follows:

  • to perform fundamental studies of targeted therapy with ultrasound
  • to develop methods for targeted local molecular therapy
  • to evaluate ultrasound-activated agents
  • to develop targeted liver therapeutics.

Our goal is to develop a new imaging guidance and monitoring technique using ultrasound local harmonic motion (LHM) for thermal surgery. Local harmonic motion is induced by radiating the tissues with an amplitude modulated single-frequency ultrasound beam. Upon exposure, the tissues oscillate at the modulation frequency of the beam and, as the treatment progresses, the amplitude of the oscillation decreases. A separate ultrasound beam tracks the actual movement of the tissues in the focal zone. This technique could make monitoring of minimally invasive thermal and ultrasound therapies much less expensive than the current use of magnetic resonance imaging.

We have validated LHM in simulation (Heikkilä and Hynynen 2010) and in early in vivo testing (Curiel et al. 2009) in which LHM corresponded with magnetic resonance imaging displacement tracking (Huang et al. 2009). We are continuing to investigate the following:

  • LHM performance in different types of tissues and near tissue-bone interfaces
  • LHM with phased-array transducers through simulations.

Selected Publications:

  1. Curiel L, Chopra R, and Hynynen K, “In vivo monitoring of focused ultrasound surgery using local harmonic motion,” Ultrasound Med Biol. 2009 Jan;35(1):65-78. Epub 2008 Sep 21.
  2. Curiel L, Huang Y, Vykhodtseva N, and Hynynen K, “Focused ultrasound treatment of VX2 tumors controlled by local harmonic motion,” Phys Med Biol. 2009 Jun 7;54(11):3405-19. Epub 2009 May 13.
  3. Huang Y, Curiel L, Kukic A, Plewes D, Chopra R, and Hynynen K, “MR acoustic radiation force imaging: in vivo comparison to ultrasound motion tracking,” Med Phys. 2009 Jun;36(6):2016-20.
  4. Heikkilä J, Curiel L, and Hynynen K, “Local Harmonic Motion Monitoring of Focused Ultrasound Surgery-A Simulation Model,” IEEE Trans Biomed Eng. 2010 Jan;57(1):185-93. Epub 2009 Oct 9.

The widespread use of prostate-specific antigen screening and biopsy to detect prostate cancer has resulted in an increasing number of men being diagnosed with low-grade localized prostate cancer. This presents a dilemma for both patients and clinicians owing to the significant complications associated with conventional therapies. A minimally invasive therapy for localized prostate cancer that is capable of treating targeted volumes within the gland could be an important option for this growing population of men.

We are developing magnetic resonance (MR)-guided transurethral ultrasound therapy, in which a rotating applicator delivers high-intensity ultrasound energy to the prostate to generate a targeted region of thermal damage in the gland. Magnetic resonance imaging is used to measure the spatial temperature distribution in the prostate and surrounding tissues noninvasively during treatment. Accurate measurement of the temperature distribution during energy delivery can be used to produce a precisely shaped heating pattern in the prostate gland.

We have built a unique system for MR-guided transurethral prostate thermal therapy that incorporates real-time active temperature feedback to generate precise volumes of tissue coagulation. In addition we have developed MR-compatible transurethral ultrasound heating applicators. The capability to perform targeted heating in the prostate gland has been evaluated numerically using realistic patient geometries, and experimentally in a tissue-mimicking gel material and in a canine model. We are developing a system for clinical evaluation in patients.

Selected Publications:

  1. Siddiqui K, Chopra R, Vedula S, Sugar L, Haider M, Boyes A, Musquera M, Bronskill M, Klotz L., “MRI-guided Transurethral Ultrasound Therapy of the Prostate Gland Using Real-time Thermal Mapping: Initial Studies,” Urology. 2010 Dec;76(6):1506-11. Epub 2010 Aug 14. 

The delivery of large molecular agents into the central nervous system via the blood supply is often impossible because the blood-brain barrier (BBB) protects brain tissue from foreign molecules. A technique that allows these agents to reach the brain tissue would open the door to new methods for the diagnosis and monitoring of brain disorders that currently cannot be performed. Such a technique would also result in a new research tool to investigate brain function and disorders in animal models using molecular imaging.

Laboratory experiments have shown that focused ultrasound beams can be used to open the BBB noninvasively in a highly localized tissue volume deep in the brain. We have demonstrated that highly focused ultrasound beams can be accurately delivered through an intact human skull with a phased array transducer, thus eliminating the most significant barrier for using focused ultrasound in the brain.

Our goal is to develop a device that opens the BBB for molecular imaging agents by delivering focused ultrasound through the intact skull to open the BBB at very low ultrasound power levels. Successful implementation of this method would make many new molecular imaging approaches possible in the brain.

Our goal is to develop and evaluate the benefits of simultaneous multimodality ultrasound and magnetic resonance (MR) imaging. These two modalities are routinely used independently and compared to each other through image registration techniques, a task that can be difficult in the presence of significant organ deformation or patient motion.

We believe that an integrated MR and ultrasound system capable of simultaneous imaging can provide diagnostic information superior to that achievable by both modalities sequentially.

There are three stages of research:

  • To develop a prototype ultrasound and MR imaging system, and to evaluate the advantages of simultaneous ultrasound and MR imaging in phantoms and preclinical models. Methods to align the two imaging modalities spatially and temporally will be developed, and the impact on signal-to-noise of imaging simultaneously will be evaluated.
  • To investigate the potential for ultrasound imaging to track the motion of an object, and to trigger MR imaging based on this information for improved motion compensation in MR imaging.
  • To explore the feasibility of performing simultaneous contrast-enhanced imaging with MR and ultrasound imaging. A custom apparatus capable of imaging small preclinical models and phantoms will be constructed, and investigations will be conducted in both of these systems. These experiments will be performed in phantoms and in vivo in a preclinical model.

The outcomes of this project will be the development of a combined ultrasound and MR imaging system, and a thorough evaluation of the spatial and temporal resolution of this technology. The feasibility of using this multimodality system for novel clinical applications such as adaptive MR imaging and multimodality contrast enhanced imaging will also be evaluated.

Our goal is to deliver transcranial therapeutic ultrasound exposures noninvasively with an optimized phased array system. Experiments have shown that focused ultrasound beams can propagate through intact skull to destroy deep tissues, close blood vessels, activate drugs, open the blood-brain barrier and perhaps increase cell membrane permeability to molecules. This system could treat brain disorders such as tumours, functional problems and vascular malfunctions without difficult and invasive surgeries.

To accomplish this we plan to do the following:

  • investigate the sonication parameters that produce different physiologic or histologic end points in the brain through in vivo rabbit and rat glioma studies
  • theoretically and experimentally optimize the phased array design and the energy delivery
  • improve our theoretical treatment planning programs by taking into account all of the available information from modern imaging systems and to test and improve these models in experiments with ex vivo human skulls
  • integrate a complete phased-array system, planning software and sonication parameters into the animal experiments and perform tests in preparation for human studies.

Thrombolytic therapy is the most effective way to treat acute ischemic stroke. Currently, the standard practice is to administer the thrombolytic drug tissue plasminogen activator (tPA) to stroke patients. However, tPA is only safe to administer within 4.5 hours of stroke onset; even then, the drug has serious potential side effects. These limitations necessitate the development of an alternative treatment for ischemic stroke.

We are investigating the use of high-intensity focused ultrasound (HIFU) to break up the clot and serve as a standalone therapy for ischemic stroke. We aim:

  • to determine optimal sonication parameters to re-establish blood flow in an occluded blood vessel in the brain
  • to establish the time period for which HIFU is effective
  • to assess the impact of HIFU on long-term neurological damage.

Selected Publications

  1. Hitchcock KE, Holland CK. 2010. Ultrasound assisted thrombolysis for stroke therapy: better thrombus break up with bubbles. Stroke. In press
  2. Wright C., Hynynen K. and Goertz D. An in vitro and in vivo investigation of high intensity focused ultrasound thrombolysis. Ultrasound Med Biol. Submitted
  3. Saver JL., Albers GW., Dunn B., Johnston KC., Fisher M. 2009. Stroke therapy academic industry roundtable (STAIR) recommendations for extended window acute stroke therapy trials. Stroke. 40: 2594-2600.

Engineering and technology development

  • Designing and building circuit boards
  • Design of a verification system for multichannel phased array
  • Miniaturisation of high-intensity focused ultrasound amplifier electronics using gallium nitride technology

Experimental work

  • Focused ultrasound hyperthermia using acoustic lenses for heating large tissue volumes: a simulation study
  • Activation of nanodroplets for drug delivery

Programming

  • Skull segmentation for real-time monitoring of acoustic emissions during transcranial focused ultrasound therapy and stroke therapy
  • Graphics processing unit-based beamforming for real-time microbubble mapping during focused ultrasound therapy
  • Develop and test the accuracy of a photogrammetry-based image registration pipeline
  • Develop graphical user interface for bench top equipment tests

Biology

  • Effects of focused ultrasound on glial cell activation in a model of Alzheimer’s disease
  • Effects of focused ultrasound on beta-amyloid plaques in Alzheimer’s disease
  • Studying the effects of focused ultrasound on neuromodulation using microscopy

Collaborations

Testimonials

Lucy Deng

I’ve been working as a research engineer in the Focused Ultrasound Lab since 2013, after I completed my master’s degree in materials science and engineering. As a member of this world-leading research group, I have had the unique opportunity to witness the advancement of therapeutic ultrasound research and its potential in the treatment of diseases like brain tumours, essential tremor, depression and Alzheimer’s disease.

I’ve participated in several projects including transducer fabrication and characterization, construction of clinical prototyped hemispherical phased arrays for transcranial applications (e.g. blood-brain barrier opening and monitoring, super-resolution imaging and ultrasound-based skull registration) and the investigation of the feasibility of using an ultrasound-based resonance method for dynamic skull phase aberration correction and adaptive focusing during trans-skull treatment. These projects have exposed me to the full breadth of focused ultrasound research, from the basic and foundational, to the newest and most advanced topics in the field. There is also a high degree of collaboration with colleagues from various backgrounds due to the interdisciplinary nature of the projects, which has kept me learning new techniques.

—Lucy Deng, biomedical engineer

Yi Lin

I joined the Focused Ultrasound Lab as a PhD student working under the supervision of Dr. Kullervo Hynynen in 2017. During the past years in the FUS lab, I was exposed to a wide array of theories and methodologies that served as important tools for studying complex and dynamic biophysical interactions between ultrasound and biological tissues. In particular, ultrasound in conjunction with clinically approved contrast agent can be used to transiently deliver agents into the brain without invasive surgery. To explore new clinical brain therapies, my research aims to develop small ultrasound devices to match small brain anatomical structures for preclinical research.

The Focused Ultrasound Lab is a great place to foster interdisciplinary research. My research project would not have come this far without this team consisting of experts coming from areas of biology to engineering. The amount of guidance that I have received from professors, staff, and other students is unlike anything I have experienced elsewhere. I am both glad and overwhelmed to be working in this lab to develop the next generation of therapeutic devices!

—Yi Lin, PhD candidate

Elektra Lindquist-Dakogiannis

Interning at Sunnybrook’s focused ultrasound lab was really life-changing for me. I got hands-on experience in research, and really saw how the world of research works—from lab meetings, to experiments, to taking notes, to learning from others and more. This experience refined many of my science and math skills, as well as my professionalism, time management, teamwork and many other skills. The lab community is so welcoming and friendly. All of my supervisors and co-supervisors were amazing and patient, despite my entering with only a fraction of the knowledge they have. The other students were brilliant and inspiring, and I am so happy to have met them. I was amazed at how Dr. Kullervo Hynynen and the lab manager, Kristina Mikloska, manage to keep things running, yet care about us interns as well. While this is a huge commitment, it will stick with one forever and is so valuable. I am currently studying at the University of British Columbia, something I never thought would happen. I hope to continue in the STEM fields in the future and will never forget my summers at the focused ultrasound lab.

— Elektra Lindquist-Dakogiannis

Simon Liu

After two summers working with the focused ultrasound lab, I feel that my experiences have better prepared me for the workplace and have influenced my serious consideration of a career in research over industry. I worked on software development during both terms, contributing to one of the major projects in the lab involving acoustic confirmation of blood-brain barrier opening. From my first day to my last, the work continually challenged me and provided invaluable learning opportunities to build technical and interpersonal skills. Furthermore, seminars offered to our student cohort exposed me to Sunnybrook Research Institute’s cutting-edge advances in medicine every week. The research environment and hands-on experience offered by the focused ultrasound lab is unparalleled by any summer high-school research programs, and I hope it continues to impact aspiring students across the Greater Toronto Area.

— Simon Liu

Aisha Mir

Research in the Focused Ultrasound Lab has been the most valuable experience for me, and I was fortunate enough to gain it during the COVID-19 pandemic. The humbleness, integrity, and selflessness the lab exemplified made the work environment welcoming and friendly. Throughout my journey in the lab, I worked with my supervisor to investigate the use of MRI-guided focused ultrasound for the treatment of Parkinson’s disease. Researching more about the technology was a continuous assignment. Every day I learned more about the project and gained practical skills such as data analysis and microscopic work. Both my supervisor and Kristina Mikloska (lab manager) guided me to reach my pinnacle and were understanding of my struggles. I can say without a doubt that my summer with the lab was the best thing that happened to me. I could go on about the tours, meetings, and connections I’ve made, but I’ll leave that for the future interns to experience. I lived every day to my fullest at Sunnybrook, and hope future interns will share the same sentiment. Without a doubt, Dr. Hynynen’s lab will continue building the future of tomorrow, and a pandemic won’t stop them from doing so.

—Aisha Mir, high school intern

Marc Santos

Studying under the guidance of Drs. Kullervo Hynynen, David Goertz and Meaghan O’Reilly has opened my eyes to the tremendous therapeutic potential of focused ultrasound and it is truly amazing.

Without the need for surgery or anesthesia, ultrasound energy can be focused deep inside the body and can elevate the temperature of diseased tissues high enough to permanently destroy malfunctioning cells.

Alternatively, through harmless mild temperature elevations, the local delivery of chemotherapy from temperature-sensitive drug carriers can be achieved in tumours. My own PhD research has investigated the potential of this mode of therapy to improve chemotherapy treatments while reducing their harmful side effects.

Indeed, it is a very exciting time to be working in the field of therapeutic focused ultrasound.

At Sunnybrook, I am incredibly fortunate to work everyday with such thoughtful experts who are excellent mentors for aspiring researchers, and who are currently evaluating their therapeutic focused ultrasound treatments in clinical trials right here in the hospital.

There’s truly no place I’d rather be doing my PhD!

—Marc Santos, recently graduated PhD student

Ginni Ting

Taking the leap to commit to a Ph.D. comes with much uncertainty, self-doubt, and pressure. The Focused Ultrasound Lab was able to convince me to take that leap because I can see the immense therapeutic potential and inspiring rates of translation from the benchtop to clinical trials.

Focused ultrasound exploits the thermal and mechanical effects that arise from focused sound energy, and can be used to transiently open the blood brain barrier, treat essential tremor, uterine fibroids, solid malignant tumours, and more. My own research focuses on drug delivery systems that can be activated by focused ultrasound to release drugs in a controlled and localized manner in therapeutically significant quantities.

The Focused Ultrasound Lab is also an extremely welcoming workplace where I have found many mentors and know I can safely come forward with my struggles and find support. I am extremely grateful for the supervision of Dr. Kullervo Hynynen, Dr. Meaghan O’Reilly, and Dr. Harriet Lea-Banks and many others in the lab. The wealth of knowledge from various lab members of different backgrounds is an asset that I rely on whenever I run into challenges in my project.

—Ginni Ting, PhD candidate

Participate in research: focused ultrasound

The focused ultrasound group is looking for participants for the following research studies:

We’re looking for healthy participants to test the fit and comfort of a revolutionary new, non-invasive medical device. 

Principal investigator (PI): Dr. Kullervo Hynynen

Study title: Focused Ultrasound Conformal Array Helmet Fit Testing on Healthy Human Adults

Research Summary

The Weston Family Focused Ultrasound Initiative at Sunnybrook seeks to revolutionize the treatment of brain disorders such as Alzheimer’s disease in a non-invasive way. Based on a model of personalization and portability, new patient-specific therapeutic headsets are being developed which are intended to make affordable, repeatable and reliable treatments a reality for thousands of people.

The purpose of this trial is to test the comfort and fit of these non-invasive devices, so that the manufacturing parameters can be finalized. Periodic participation may be requested up to a three-year period.

Participation in this research project will include:
  • A screening/consenting in-person interview
  • A 30-60-minute MRI scan to design a custom helmet to fit you
  • An initial fit test up to 60 minutes to test if the helmet fits you
  • Two follow-up visits for an extended fit test to evaluate wearing the helmet for a duration of 2-3.5 hours, with optional MRI imaging
  • Two short follow-up phone interviews after each extended fit test
  • Additional tests may be requested as the design improves

A small monetary gift and a souvenir will be offered to participants who complete the study.

Eligibility

Inclusion Criteria:

  • Participants who are healthy adults between the ages of 18-70
  • Participants who have short hair or no hair
  • Participants who are able and willing to undergo MRI scans
  • Participants who are able and willing to comply with study protocols and provide informed consent

Exclusion Criteria:

  • Participants who have an acute or chronic disease
  • Participants who are pregnant
  • Participants who are unable to give informed consent and comply with study procedures

If you’re interested in participating in this study or would like more information, please call 416-480-6100 ext. 689412 or email FUS.trial@sri.utoronto.ca

Members

  • Afzal, Mubariz, Software Developer
  • Bulner, Sharshi, Research Assistant
  • Chauhan, Neha, Research Assistant
  • Chen, Chia-Yi, Research Technician
  • Clegg, Harry, PhD, Postdoctoral Fellow
  • Deng, Lucy, Biomedical Engineer
  • Furdas, Stephanie, Research Technician
  • Gunaseelan, Samuel, Electronics Engineering Group Manager
  • Henrich, Christine, Research Technician
  • Hu, Christopher, Research Assistant
  • Huang, Yuexi, PhD, Research Associate
  • Jones, NicolaResearch Engineer/Physicist
  • Jones, Ryan, PhD, Senior Research Engineer/Physicist
  • Kan, Wai Meng, Research Engineer/Physicist
  • Kiezun, Kevin, Research Engineer/Physicist
  • Kusuma, Belinda, Research Assistant
  • Lea-Banks, Harriet, PhD, Junior Scientist
  • Lee, Wonhwa (Christine), Research Software Developer
  • Li, Yuchen (Tracy) Research Assistant
  • Li, Woey (William), Electronics Engineering Group – Team Lead
  • Lin, Thomas, PhD, Sr. Research Software Developer
  • Ling, Xiaoyi (Shirley), Research Engineer/Physicist – FPGA
  • Macintosh, Kevin, Research Engineer/Physicist
  • Macneil, Jonathan, Research Technician
  • Derayatifar, Mahdi, PhD, Postdoctoral Fellow
  • McMahon, Dallan, PhD, Research Associate
  • Murphy, Benjamin, Machinist
  • Nguyen, Duc Huy (Henry), Research Technician
  • Ning, Bohao, PhD, Postdoctoral Fellow
  • Patel, Manita Vikinkumar, PhD, Postdoctoral Fellow
  • Patel, Sagar, Research Assistant
  • Pathak, Vertika, PhD, Postdoctoral Fellow
  • Pozzobon, Michael, Research Technician
  • Ramdoyal, Rohan, Manager FUS Transducer Development
  • Regeenes, Romario PhD, Sr. Lab Manager
  • Rideout-Gros, Shawna, Research Technician
  • Samuelsson, Sophia Lab Manager
  • Sinha, Kaustubh, Research Engineer/Physicist
  • Sun, Jennifer, Research Histologist
  • Tong, Sharon, Research Technician
  • Tran, Andy, Research Technician
  • Wong, Aldus, Research Software Developer
  • Wright, Alex, Research Engineer/Physicist
  • Wu, Ping, Research Technician
  • Wu, Sheng-Kai, PhD, Research Associate
  • Zhou, Yuheng (Johanna), Research Engineer/Physicist
  • Budden, Katherine, PhD candidate
  • Chang, Wei Hsuan (Winnie), PhD candidate
  • De Maio, Alessandro, PhD candidate
  • Frizado Andrew, PhD candidate
  • Gong, Li, PhD candidate
  • Hyvarinen, Mikko, PhD candidate
  • Lin, Yi, PhD candidate
  • Liu, Jingjing, PhD candidate
  • Martin, David, PhD candidate
  • Mokhlesabadi, Mahsa, PhD candidate
  • Smith, Paige, PhD candidate
  • Ting, Ginni, PhD candidate
  • Zhao, Xiao Xiao, PhD candidate
  • Acconcia, Christopher
  • Adair, Connor
  • Adams, Christopher
  • Agache, Vlad
  • Ahmed, Moriam
  • Aliroteh, Miaad
  • Alkins, Ryan, PhD
  • Allen, Melissa
  • Amir, Mahad
  • An, Ran, PhD
  • Anbarafshan, Rojin
  • Angelinos, Peter
  • Arani, Arvin
  • Artymowicz, Adam
  • Askari, Armin
  • Aslani, Pegah
  • Aziz, James
  • Babin, Brigitte
  • Balendra, Nilanthy
  • Buragohain, Prerona
  • Biancolin, David
  • Birman, Gabriel
  • Blidaru, Alexandru
  • Bluvol, Jeremy
  • Boussaad, Adem Hadj
  • Bradley, Melissa
  • Burgess, Alison, PhD
  • Burtnyk, Mathieu
  • Cameron, Tom
  • Cameron, William
  • Carias, Mathew, PhD
  • Chan, Lyndon
  • Chan, Viva
  • Chandrana, Chaitanya
  • Chang, Hannah
  • Chau, Anthony
  • Chen, Branson
  • Chen, Charlie Yi-Shiuan
  • Chen, Yang
  • Chisholm, Alex
  • Cho, Eunice
  • Choi, Min
  • Chopra, Rajiv, PhD
  • Chowattanakul, Wivorm
  • Cruz, William
  • Curiel, Laura, PhD
  • Dang, Harry
  • Dave, Mahimna
  • Devanabanda, Arvind (Reddy)
  • Ding, Jonathan
  • Dong, Sally
  • Drazic, Jelena
  • Dubey, Sonam, PhD
  • Dyer, Sabastien
  • Eldesouki, Munir
  • Ellens, Nicholas, PhD
  • Eterman, Naomi
  • Fairley, Jillian
  • Faraz, Sayan
  • Flake, Derek
  • Foroozan, Foroohar
  • Gane, Luke
  • Ganguly, Milan
  • Gao, Wen
  • Garces, Alexandra
  • Garcia, Richard
  • Gasner, Avishai
  • Gheihman, Galina
  • Goudarzi, Sobhan, PhD
  • Grabke, Emerson
  • Gray, Jonathan
  • Guna, Alina-Ioana
  • Hadjis, Stefan
  • Haider, Syed
  • Helfield, Brandon, PhD
  • Ho, Jeffrey
  • Holst, Karen
  • Hong, Michelle
  • Hosseinkhan, Nazanin, PhD
  • Hough, Olivia
  • Hu, Jiun-Ruey
  • Hu, Shane
  • Huang, Alex
  • Huang, Yu Ting (Kelly)
  • Hubbell, Austin
  • Hudson, John, PhD
  • Hudson, Parisa, PhD
  • Hui, Nancy
  • Huo, Emma
  • Hynynen, Benjamin
  • Ip, Angela
  • Izadifar, Zahra
  • Jahad, Seyed Mohammad Mahdi
  • Jeyabalachandran, Supavannan
  • Jiriyaeisharahi, Hossein, PhD
  • Jordao, Jessica, PhD
  • Joseph, Kezia
  • Joshi, Rahul
  • Jung, Stephen
  • Kalloo, Aadi
  • Kashanian, Kiarash
  • Kazem, Moe
  • Kerr, Jonathan
  • Khan, Bushra
  • Khan, Yaseen
  • Kim, Onbee
  • King, Thomas
  • Klotz, Alex
  • Kobelevskiy, Ilya
  • Kristoffersen, Anna
  • Kukic, Aleksandra
  • Kumar, Sushil
  • Lao, Jonathan
  • Lee, Edwin
  • Lee, Jin
  • Lee, Lawrence
  • Leonard, Patrick
  • Leung, Ben
  • Leung, Kogee,
  • Li, Brandon
  • Li, Chun
  • Li, Ken
  • Li, Mike
  • Li, Sally
  • Li, Shermaine
  • Li, Sophia
  • Li, Stephen (Tian Shi)
  • Li, Zhe
  • Liang, David
  • Lim, Nathan
  • Lin, Hangyu
  • Lin, Robert
  • Liu, Chelsea
  • Liu, Shannon (Shaoying)
  • Lobo, Aaron
  • Long, Lauren
  • Lu, Yizhou (David)
  • Lucasius, Christopher
  • Lucht, Benjamin
  • Luck, Sara
  • Ma, Calvin
  • Ma, TianYi
  • Manjunath, Anoop
  • Marks, Ryan Stewart
  • Mattacchione, Adam
  • Mehdizadeh, Nima
  • Miao, Shirley
  • Milo, Iva
  • Mitchell, Owen
  • Moffatt, Clare
  • Mohammadi, Aylia
  • Mooney, Skyler, PhD
  • Morrison, Laetitia
  • Mortazavi, Omid
  • Muller, Aidan
  • Naufer, Amal
  • N’Djin, Apoutou, PhD
  • Ng, Mathew
  • Ngai, Jessica
  • Nhan, Tam, PhD
  • Ogridnik, Natalia
  • Orfanidis, Fedon
  • Ouckama, Sean
  • Pajek, Dan, PhD
  • Pandeya, Ganga
  • Pang, Ian
  • Patel, Ritesh (Xitij)
  • Peikari, Hamed
  • Petrounov, Kristian
  • Pichardo, Samuel, PhD
  • Piggott, Alexander
  • Portelli, Tyler
  • Prakhya, Jayanth
  • Pu, JiaRui
  • Pulkkinen, Aki
  • Punjani, Ali
  • Qarri, Ana-Maria
  • Qu, Amy (Chen Ge)
  • Quincy, Lap Kwan
  • Wang, Hamzah QureshiHan
  • Radhaharan, Sahana
  • Raghavan, Aditya
  • Rahman, Adeeb
  • Rahman, Sami
  • Rajendran, Durgaa
  • Ramesh, Ranjith
  • Rasquinha, Brian
  • Reyes, Rooke
  • Rush, Aryana
  • Sankar, Sharan Dev
  • Santas Rodriguez, Paula
  • Santos, Marc, PhD
  • Saravanapavanantham, Mayuran
  • Sarkar, Susmita
  • Scarcelli, Tiffany
  • Schad, Kelly
  • Schwartz, Jarrod
  • Seerala, Shakthi Sanjana
  • Seevaratnan, Niresan
  • Shaffaf, Leila
  • Shah, Kairavi
  • Shahmansouri, Nastaran
  • Shinwari, Waleed
  • Siddiqui, Ishraq
  • Sin, Vivian
  • Singh, David
  • Singh, Tarjinder
  • Sivanesan, Kugarja
  • Sivapalan, Nirooya
  • Smirnov, Petr
  • Solodkin, Eugene
  • Song, Junho
  • Staruch, Robert, PhD
  • Takabe-French, Alisa
  • Talwar, Shubham
  • Tan, Andrew
  • Tan, Yaning
  • Teikari, Petteri
  • Thanalapati, Shivani
  • Thayanithy, Parthipan
  • Thompson, Jessey
  • Todorova, Margarita, PhD
  • Togtema, Greg
  • Townshend, Alyssa
  • Tran, Fiona
  • Tranquada, Christopher
  • Travis, Nicole
  • Tucci, Mark
  • Tummala, Vishwajeet
  • Tyson, Cassandra
  • Wachsmuth, Jeffrey
  • Wan, Hoyee
  • Wang, David
  • Wang, Ellen
  • Wang, KeQi (Milly)
  • Wang, Sissi
  • Waspe, Adam
  • Watson, Thomas
  • Weber-Adrian, Danielle, PhD
  • Wen, Peter
  • Wen, Sean
  • Weng, Qiming
  • Wilson, Wes
  • Wong, Michelle
  • Wong, Simeon
  • Wright, Cameron
  • Wu, Nancy Jianan
  • Xhima, Kristiana
  • Xu, Andy
  • Xu, Anna
  • Xu, Joshua
  • Xu, Kelvin
  • Yang, Aaron
  • Yang, Ruobing
  • Yang, Steven
  • Yang, Yin
  • Yazdanpanah, Amin, PhD
  • Ye, Christine
  • Ye, Eric
  • Yeung, Sharon
  • Yim, Ernest
  • Yip, Cindy
  • Young, Ryan
  • Yousefi, Ali
  • Yousefi, Rozhin
  • Yuen, Joanna Hor-Ling
  • Zaheer, Sameer
  • Zhang, Jiawen
  • Zhang, Maggie
  • Zhang, Mandy
  • Zhang, Mark (Kun)
  • Zhang, Rosie (Yapei)
  • Zhang, Ryan
  • Zhang, Yingqi, PhD
  • Zhao, Frank
  • Zheng, Max