MUYINATU A. LEDIJU BELL, Ph.D. 3400 N. Charles St .

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3400 N. Charles St., Baltimore, MD 21218mledijubell@jhu.edu 410-516-7854MUYINATU A. LEDIJU BELL, Ph.D.http://pulselab.jhu.eduAREAS OF SPECIALIZATIONUltrasound imaging, photoacoustic imaging, coherence-based beamforming, clutter reduction,photoacoustic-guided surgery, image-guided robotics, light delivery systems for photoacousticimaging, deep learning for ultrasound and photoacoustic image formation, medical technologydevelopment, clinical translationEDUCATION / TRAININGJohns Hopkins University, Baltimore, MD, USAPostdoctoral Fellow, Computer Science, 2012-2016Duke University, Durham, NC, USAPh.D., Biomedical Engineering, 2012Institute of Cancer Research and Royal Marsden Hospital, Sutton, Surrey, UKVisiting Scholar, Physics, 2009-2010Massachusetts Institute of Technology, Cambridge, MA, USAB.S., Mechanical Engineering, 2006PROFESSIONAL APPOINTMENTSJohn C. Malone Assistant Professor, 2021-presentAssistant Professor, 1/1/2017-3/14/2021Johns Hopkins University, Baltimore, MD, USADepartment of Electrical and Computer EngineeringDepartment of Biomedical EngineeringDepartment of Computer ScienceFounder & Director, Photoacoustic & Ultrasonic Systems Engineering (PULSE) LabAffiliate, Carnegie Center for Surgical InnovationAffiliate, Laboratory for Computational Sensing and RoboticsAffiliate, Malone Center for Engineering in HealthcareFellow, Hopkins Extreme Materials InstituteAssistant Research Professor, 4/1/2016-12/31/2016Johns Hopkins University, Baltimore, MD, USAEngineering Research Center for Computer-Integrated Surgical Systems and TechnologyHONORS AND AWARDS (bold indicates national and international E Early Career Achievement AwardIEEE UFFC Star Ambassador Lectureship AwardORAU Ralph E. Powe Junior Faculty Enhancement AwardMaryland’s Outstanding Young Engineer Award, Maryland Academy of Sciences& Maryland Science Center (includes Allan C. Davis medal and 2,500 prize)Sigma Xi, The Scientific Research Honor Society (Full Membership)Whiting School of Engineering Lab Excellence Award FinalistAlfred P. Sloan Research FellowCurriculum Vitae (as of 3/29/21)1 of 32Muyinatu A. Lediju Bell

6-20082006-2011200620062005200520042004NSF CAREER AwardNIH Trailblazer AwardJohns Hopkins Discovery AwardNational Academy of Engineering, U.S. Frontiers of Engineering Symposium,Invited ParticipantNSF ASSIST Travel Award, Academic and Research Leadership Symposium, colocated with the National Society of Black Engineers Annual ConventionMIT Technology Review, Innovator Under 35 (TR35 Award)Best Paper Award Honorable Mention, IEEE International Conference onAdvanced RoboticsNIH K99/R00 Pathway to Independence AwardTravel Award, FASEB MARC Postdoc Preparation Institute: Career TransitionsUNCF/Merck Postdoctoral Fellowship ( 92,000)Ford Foundation Postdoctoral Fellowship ( 41,500)NextProf Faculty Development Workshop at University of MichiganStudent Travel Award, IEEE International Symposium on Biomedical Imaging,Barcelona, SpainUNCF/Merck Graduate Research Dissertation Fellowship ( 63,000)Whitaker International Fellowship to conduct research in the UK ( 46,685)Student Travel Award, IEEE International Ultrasonics Symposium, Beijing, ChinaNIH Research Supplement to Promote Diversity ( 105,776)NSF Graduate Research Fellowship Honorable MentionNIH Medical Imaging Training Program, Duke UniversityDuke Endowment Fellowship ( 16,000)GEM Fellowship (declined award)Hanson Place Black Achievers' AwardXerox Technical Minority ScholarshipMIT Ilona Karmel Prize in Engineering WritingPi Tau Sigma, Mechanical Engineering Honor SocietyTau Beta Pi, Engineering Honor SocietyAWARDS WON BY 17201720172016Barry S. Goldwater ScholarshipMICCAI Student Participation Award (x2)2nd Place Presentation Award, NSF-funded Research Experience forUndergraduates (REU) in Computational Sensing and Medical Robotics (CSMR)Travel Award, IEEE International Ultrasonics Symposium, Glasgow, ScotlandWhiting School of Engineering Research Trainee AwardNSF Graduate Research FellowshipBest Presentation Award, NSF CSMR REUTravel Award, IEEE International Ultrasonics Symposium, Kobe, JapanNSF Graduate Research FellowshipFulbright Fellowship2nd place Undergrad Poster Competition Award, OSA-Sponsored Optics &Photonics Conference at JHUNSF Graduate Research FellowshipBest Presentation Award, NSF CSMR REUBest Presentation Award, NSF CSMR REUCurriculum Vitae (as of 3/29/21)2 of 32Muyinatu A. Lediju Bell

2015Best Presentation Award, NSF CSMR REUPROFESSIONAL PIE, Senior MemberSPIE, Lifetime MemberSPIE, Early Career MemberSPIE, Student MemberOSA2017-2022Optical Society of America (OSA), Early Career 92012-20132008-20122008, 20122008, 2012IEEE Senior MemberIEEE Engineering in Medicine and Biology Society, MemberIEEE Ultrasonics, Ferroelectrics, and Frequency Control Society, MemberIEEE Robotics and Automation Society, MemberIEEE MemberIEEE Engineering in Medicine and Biology Society, Student MemberIEEE Women in Engineering, Student MemberIEEE Ultrasonics, Ferroelectrics, and Frequency Control Society, Student MemberInstitute of Electrical and Electronics Engineers (IEEE), Student MemberBMES2017-2020 Biomedical Engineering Society (BMES), Member2013, 2015 BMES, Early Career MemberNSBE2014-2018National Society of Black Engineers (NSBE)AAPM2013American Association of Physicists in Medicine (AAPM), Junior MemberPROFESSIONAL SERVICEAssociate Editor in ChiefIEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control (2019-present)Associate EditorIEEE Transactions on Medical Imaging (2020-present)IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control (2018-present)Photoacoustics (2019-present)Ultrasonic Imaging (2018-present)Guest EditorTranslational Photoacoustic Imaging for Disease Diagnosis, Monitoring, and SurgicalGuidance, Biomedical Optics Express (2020-2021)Deep Learning in Medical Ultrasound – From Image Formation to Image Analysis, IEEETransactions on Ultrasonics Ferroelectrics and Frequency Control (2019-2020)Grant Panel ReviewerCurriculum Vitae (as of 3/29/21)3 of 32Muyinatu A. Lediju Bell

National Institutes of Health (NIH)Image Guided Interventions and Surgery (IGIS), 2019Biomedical Imaging Technology (BMIT) A, 2018NICHD, Special Emphasis Panel, 2017Biomedical Imaging Technology (BMIT) B, 2017National Science Foundation (NSF)Smart and Connected Health (SCH), Robotics/Vision, 2018ECCS Communication, Circuits, and Sensing-Systems, 2015Conference Organization, Technical Program, and Society CommitteesAmerican Association of Physicists in Medicine (AAPM)Organizer: Special Session on Advances in Ultrasound Imaging Technology, SanAntonio, TX, 2019Biomedical Engineering Society (BMES)Track Chair: Biomedical Imaging and Instrumentation, Pennsylvania, PA, 2019Co-Organizer: Special Session on Novel Photoacoustic Imaging: Systems,Computation, and Agents, Atlanta, GA, 2018Optical Society of America (OSA)Program Committee: Biophotonics Congress: Optics in the Life Sciences, Bio-Optics:Design and Applications (BODA), Virtual, 2021Program Committee: Biophotonics Congress: Biomedical Optics, Optical Tomographyand Spectroscopy, Hollywood, FL, 2018Organizing Committee: OSA-Sponsored Optics and Photonics Conference at JohnsHopkins, Baltimore, MD, 2017SPIE Photonics WestProgram Committee: Advanced Biomedical and Clinical Diagnostic and SurgicalGuidance Systems, San Francisco, CA, 2019-presentSession Organizer: Deep Learning in Optics, Advanced Biomedical and ClinicalDiagnostic and Surgical Guidance Systems XVII, San Francisco, CA, 2019IEEE International Ultrasonics Symposium (IUS)Organizing Committee: Challenge Chair, Challenge on Ultrasound Beamforming withDeep Learning (CUBDL), Las Vegas, NV, 2020Organizing Committee: Communications Chair, Kobe, Japan, 2018Organizing Committee: Communications Co-Chair, Washington, DC, 2017IEEE International Symposium on Circuits and Systems (ISCAS)Special Session Co-Organizer: Innovations in Acoustics, Baltimore, MD, 2017IEEE Conference on Information Sciences and Systems (CISS)Session Organizer: Machine learning for ultrasound and photoacoustic imagereconstruction, Baltimore, MD, 2019Medical Imaging and Computer-Assisted Interventions (MICCAI)Co-Organizer: Challenge on Liver Ultrasound Tracking, Munich, Germany, 2015Co-Organizer: Challenge on Liver Ultrasound Tracking, Boston, MA, 2014IEEE Ultrasonics, Ferroelectrics, and Frequency Control Society (UFFC-S)IUS Challenge Oversight Committee, 2020-presentUltrasonics Representative, Women in Engineering Committee, 2017-presentCurriculum Vitae (as of 3/29/21)4 of 32Muyinatu A. Lediju Bell

Chair, Women in Engineering / Diversity, Ultrasonics Standing Committee, 2018-presentInternational Photoacoustic Standardisation Consortium (IPASC)Voting Member, 2019-presentSession ChairAmerican Association of Physicists in Medicine (AAPM)Advances in Ultrasound Imaging Technology, 2019American Institute of Ultrasound in Medicine (AIUM)Basic Science and Instrumentation: Tissue Characterization, Session Moderator, 2017Biomedical Engineering SocietyPhotoacoustic Imaging, 2018Special Session: Novel Photoacoustic Imaging: Systems, Computation, and Agents,2018IEEE International Ultrasonics Symposium (IUS)Advances in Photoacoustic Reconstruction / Beamforming, 2020Coherence Imaging, Speckle tracking and Clutter Suppression, 2020Cardiovascular Elastography, 2019Technical Advances in Photoacoustic Imaging, 2018Emerging Methods for Elasticity Imaging, 2017IEEE International Conference on Biomedical Robotics and Biomechatronics (BioRob)Surgical Robotics II, 2018IEEE International Symposium on Circuits and Systems (ISCAS)Special Session: Innovations in Acoustics, 2017IEEE Conference on Information Sciences and Systems (CISS)Machine Learning for Ultrasound and Photoacoustic Image Reconstruction, 2019Machine Learning, 2017OSABiophotonics Congress, Photoacoustic Tomography, Microscopy and Endoscopy, 2018SPIE Photonics WestDeep Learning, Advanced Biomedical and Clinical Diagnostic and Surgical GuidanceSystems XVIII, 2020Deep Learning in Optics, Advanced Biomedical and Clinical Diagnostic and SurgicalGuidance Systems XVII, 2019Ultrasonic Imaging and Tissue Characterization (UITC) SymposiumPhotoacoustics, 2019Photoacoustics, 2018Photoacoustics, 2017Photoacoustics, 2015Journal Article ReviewerBiomedical Optics ExpressComputerized Medical Imaging and GraphicsEURASIP Journal on Advances in Signal ProcessingIEEE Transactions on Biomedical EngineeringIEEE Transactions on Medical ImagingIEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency ControlInternational Journal of Medical Robotics and Computer Assisted SurgeryInternational Journal of Computer Assisted RadiologyCurriculum Vitae (as of 3/29/21)5 of 32Muyinatu A. Lediju Bell

Journal of Biomedical OpticsJournal of Applied Remote SensingJournal of Visualized ExperimentsMedical PhysicsNature Machine IntelligenceOptics LettersPhotoacousticsPhysics in Medicine and BiologyRobotics and Automation LettersScience Translational MedicineScientific ReportsUltrasonic ImagingUltrasound in Medicine and Biologyà Reviewer Profile: jiu-bell#profileConference Abstract ReviewerBMES 2018BMES 2017Conference Proceedings ReviewerInternational Conference on Robotics and Automation (ICRA), 2019-2020Biomedical Circuits and Systems Conference (BioCAS), 2018INVITED TALKS & KEYNOTE PRESENTATIONSKeynote and Plenary PresentationsI1. Distinguished Keynote: 19th Annual Imaging Network Ontario (ImNO) Symposium,Toronto, ON, March 22-23, 2021 [delivered via Zoom to 180 participants]– Invited by: Profs. Gabor Fichtinger, Miranda Kirby, and Pascal FallavollitaI2. Plenary: IEEE EMBS Grand Challenge on Data Science: Medical Imaging, UltrasoundImage Formation in the Deep Learning Age, February 10, 2021 [delivered via Zoomwebinar to 230 participants]– Invited by: Prof. Amir A. AminiI3. Keynote: NeurIPS Black in AI Workshop, Ultrasound Image Formation in the DeepLearning Age, December 7, 2020 [virtual delivery via live stream with Zoom Q&A]– Invited by: Flora Tasse, PhD, Head of CV/AI Research at StreemI4. Keynote: King’s College London (KCL) Biomedical Engineering and Imaging Sciences(BMEIS) Postgraduate Research (PGR) Symposium, Photoacoustic Imaging forSurgical and Interventional Guidance, July 20, 2020 [virtual delivery via MS Teams toapproximately 175 participants]– Invited by: Symposium Organizing CommitteeI5. Plenary: SPIE Photonics West, BiOS Hot Topics Plenary Event, PhotoacousticImaging Assistants for Minimally Invasive Surgeries & Procedures, San Francisco, CA,February 1, 2020 [Inaugural Journal of Biomedical Optics (JBO) Speaker, selectedfor being the senior author of the most impactful paper published in JBO in 2019]– Invited by: Profs. Jennifer Barton, Wolfgang Drexler, and Sergio FantiniI6. Keynote: International Conference on Medical Imaging with Deep Learning, UltrasoundImage Formation in the Deep Learning Age, London, UK, July 8-10, 2019– Invited by: Prof. Ben GlockerCurriculum Vitae (as of 3/29/21)6 of 32Muyinatu A. Lediju Bell

I7. Keynote: OSA-Sponsored Conference on Optics, Atoms and Laser Applications(KOALA), Listening to the Sound of Light to Guide Surgeries, Macquarie University,Sydney, Australia, December 4-8, 2018– Invited by: Conference Organizing CommitteeInvited TalksI8. Invited: Gordon Research Conference (GRC) on In Vivo Ultrasound Imaging, Ventura,California, August 14-19, 2022 (scheduled)– Invited by: Profs. Michael Oelze and Kenneth HoytI9. Invited: University of North Carolina at Chapel Hill Computational Medicine ProgramSeminar Series, Listening to the Sound of Light to Guide Surgeries, Chapel Hill, NC,May 20, 2021 (scheduled)– Invited by: Prof. Natalie StanleyI10. Invited: University of Virginia, Biomedical Engineering Seminar Series, Listening to theSound of Light to Guide Surgeries, Charlottesville, VA, April 30, 2021 (scheduled)– Invited by: Prof. John HossackI11. Invited: Marquette University and Medical College of Wisconsin, Joint Department ofBiomedical Engineering Seminar Series, Listening to the Sound of Light to GuideSurgeries, Milwaukee, WI, April 23, 2021 (scheduled)– Invited by: Prof. Frank Pintar, Hosted by: Prof. Bng YuI12. Invited: OSA Therapeutic Laser Applications Technical Group Special Events at theOSA Biophotonics Congress: Optics in the Life Sciences, April 14, 2021 (scheduled)– Invited by: Dr. Elina Vitol, OSA Therapeutic Laser Applications Technical Group ChairI13. Invited: AIUM Machine Learning in Application to Ultrasound Beamforming Session,Deep Learning Architectures and Applications for Ultrasound Image Formation, NewYork, NY, April 10-14, 2021 (scheduled)– Invited by: Prof. Kenneth BaderI14. Invited: University of Colorado at Boulder, Applied Mathematics Colloquium,Ultrasound Image Formation in the Deep Learning Age, April 2, 2021 (scheduled)– Invited by: Prof. Maziar RaissiI15. Invited: Medtronic, Inc., Photoacoustic Vision for Surgical Guidance, San Francisco,CA, March 19, 2021 [virtual delivery]I16. Invited: MIT EECS Seminar Series, Listening to the Sound of Light to Guide Surgeries,Cambridge, MA, March 15, 2021 [virtual delivery]– Invited by: Prof. Joel Voldman, Hosted by: Prof. Polina GollandI17. Invited: SPIE Photonics West, Photoacoustic Vision for Surgical Guidance, SanFrancisco, CA, March 6-11, 2021 [virtual delivery]– Invited by: Patrick HelmI18. Invited: University of Toledo, Listening to the Sound of Light to Guide Surgeries,Bioengineering Seminar Series, Toledo, OH, March 5, 2021 [virtual delivery]– Invited by: Prof. Jian-yu LuI19. Invited: University of Pennsylvania, Photoacoustic Vision for Surgical Robotics, GRASPOn Robotics Seminar Series, Philadelphia, PA, February 26, 2021 [delivered via Zoom]– Invited by: GRASP Directors and Prof. Pratik ChaudhariI20. Invited: University of Washington, Bioengineering Seminar Series, Listening to theSound of Light to Guide Surgeries, Seattle, WA, February 11, 2021 [delivered via Zoom]– Invited by: Prof. Patrick Boyle, Co-hosted by: Prof. Matthew O’DonnellI21. Invited: Photonics Spectra Conference, Listening to the Sound of Light to GuideSurgeries, January 19-22, 2021Curriculum Vitae (as of 3/29/21)7 of 32Muyinatu A. Lediju Bell

4.– Invited by: Douglas Farmer, Senior Editor, PHOTONICS MEDIAInvited: American Institute of Ultrasound in Medicine (AIUM) Artificial Intelligence (AI) inMedical Ultrasound Imaging Summit, AI enabled US Signal Processing, January 13 &20, 2021 [virtual delivery via Zoom to 90 attendees]– Invited by: Dr. Anthony Samir & AIUM's Artificial Intelligence Summit Task ForceInvited: 179th Meeting of the Acoustical Society of America, Special Technical Session,“Death to Delay and Sum: Advanced Beamforming” Deep Learning the Sound of Lightto Guide Surgeries, December 8-12, 2020 [virtual delivery via Zoom to 45 attendees]– Invited by: Profs. Kenneth Bader & Kevin HaworthInvited: University of California Irvine, Beckman Laser Institute & Medical ClinicSeminar Series, Listening to the Sound of Light to Guide Surgeries, Irvine, CANovember 19, 2020 [delivered via Zoom to 30 attendees]– Invited by: Profs. Liangzhong (Shawn) Xiang & Thomas MilnerInvited: University of Rochester, ECE Seminar Series, Listening to the Sound of Lightto Guide Surgeries, Rochester, NY, November 11, 2020 [delivered via Zoom to 30attendees]– Invited by: Prof. Marvin DoyleyInvited: University of Texas Austin, Biomedical Engineering Seminar Series, Listeningto the Sound of Light to Guide Surgeries, Austin, TX, October 29, 2020 [delivered viaZoom to 35 attendees]– Invited by: Prof. Mia MarkeyInvited: University of California Davis, Electrical and Computer Engineering SeminarSeries, Listening to the Sound of Light to Guide Surgeries, Davis, CA, October 9, 2020[delivered via Zoom to 170 attendees]– Invited by: Prof. Jeremy MundayInvited: OSA Frontiers 2020 (FiO), Listening to the Sound of Light to Guide Surgeries,Washington, D.C., September 13-14, 2020 [delivered via Zoom to 20 attendees]– Invited by: Prof. Félix Fanjul-VélezInvited: IEEE International Ultrasonics Symposium, Photoacoustic Vision for SurgicalGuidance, September 9, 2020 [delivered via Zoom to 80 attendees]– Invited by: Prof. Paul DaytonInvited: SPIE Journal of Biomedical Optics Hot Topics Webinar Series, PhotoacousticImaging for Surgical and Interventional Guidance, one of three co-presenters in seriesentitled Photoacoustic Imaging: The Next Generation, August 17, 2020 [delivered viaDemio to 200 attendees, available online: ebinar-series]– Invited by: Prof. Brian PogueInvited: Duke University Ultrasound Seminar Series, Photoacoustic Spatial CoherenceTheory, June 26, 2020 [delivered via Zoom with 40 attendees]– Invited by: Prof. Gregg TraheyInvited: 179th Meeting of the Acoustical Society of America, Special Technical Session,“Death to Delay and Sum: Advanced Beamforming” Deep Learning the Sound of Lightto Guide Surgeries, Chicago, IL, May 11-15, 2020 (postponed to December 8-12, 2020due to COVID-19)– Invited by: Profs. Kenneth Bader & Kevin HaworthInvited: University of Rochester, Distinguished Lecture Series, Rochester, NY, April 15,2020 (postponed due to COVID-19)– Invited by: Prof. Marvin DoyleyInvited: Columbia University, ECE Seminar Series, New York, NY, March 24, 2020Curriculum Vitae (as of 3/29/21)8 of 32Muyinatu A. Lediju Bell

7.I48.I49.(postponed due to COVID-19)– Invited by: Prof. Christine HendonInvited: AIUM Machine Learning in Application to Ultrasound Beamforming Session,Deep Learning Architectures and

Advances in Photoacoustic Reconstruction / Beamforming, 2020 Coherence Imaging, Speckle tracking and Clutter Suppression, 2020 Cardiovascular Elastography, 2019 Technical Advances in Photoacoustic Imaging, 2018 Emerging Methods for Elasticity Imaging, 2017 IEEE International Conference

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