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Matthew Riblett, PhD, DABR

Matthew Riblett, PhD, DABR

Researcher

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location of Matthew Riblett, PhD, DABRSpringfield, Illinois, United States

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  • Timeline

  • About me

    Medical Physicist at Springfield Clinic: Stereotactic Radiosurgery (SRS/SRT)

  • Education

    • Virginia Commonwealth University School of Medicine

      2013 - 2018
      Doctor of Philosophy (Ph.D.) Medical Physics

      Activities and Societies: AAPM, AAAS, ABS, ACR, ANS, BIR, COMP-OCPM, ESTRO, FAS, HPS, IEEE, IPEM, Phi Kappa Phi National Honor Society, RSNA, RBMA, and SPIE.

    • Rensselaer Polytechnic Institute

      2008 - 2012
      Bachelor of Science (B.S.) Nuclear Engineering

      Activities and Societies: American Nuclear Society, Engineering Leadership Council, MANE Department, MANE Student Advisory Council

    • Maggie L. Walker Governor's School for Government and International Studies

      2004 - 2008
      High School

      Activities and Societies: FIRST Robotics Team 422

    • Rensselaer Polytechnic Institute

      2012 - 2013
      Post-Baccalaureate Research Nuclear Engineering

      Activities and Societies: American Nuclear Society, MANE Department Student Advisory Council, MANE Department Graduate Strategic Planning Committee, Health Physics Society, Federation of American Scientists

  • Experience

    • Rensselaer Polytechnic Institute

      May 2012 - Aug 2013
      Researcher

      Conducting Research With: Rensselaer Radiation Measurement and Dosimetry Group - Developed methods for processing medical images (DICOM) and quantifying radiation dose. - Resolved methods for processing and storage of large amounts of patient and dose history data. - Integrated high-performance distributed computing (OpenMP, MPI, CUDA, etc) in research codes. - Developed preliminary Monte Carlo methods for HPC and heterogeneous architectures. - Performed data flow evaluations for the ARCHER Photon Monte Carlo series of simulation codes. Show less

    • Oak Ridge National Laboratory

      Jun 2013 - Aug 2013
      NESLS Researcher

      Conducted Research With: ORNL Reactor and Nuclear Systems Group- Developed CUDA methods for radiation transport backend functions focusing on the aspects of different parallel-processing paradigms and their implications on application efficiency.- Profiled and optimized computational methods on next-generation HPC hardware (TITAN).- Demonstrated high speedup potential (2x-25x) on both consumer and scientific hardware platforms.

    • VCU Health

      Jan 2014 - Dec 2019

      Conducted Research With: VCU Radiation Therapy Lung Response Team- Developed novel image registration methods for 4D-CT and 4D Cone Beam CT (4D-CBCT) modalities.- Applied and evaluated the use of deformable image registration to tumor tracking in 4D CBCT images for improved treatment planning and diagnosis (Motion Compensated Imaging).- Automated assessment of multivariate parameter effects on image registration through the development of novel machine learning algorithms and high-performance analysis tools.- Developed visualization and prototyping toolkits for rapid exploration of image domains. Show less

      • Resident Medical Physicist

        Aug 2018 - Dec 2019

      • Researcher

        Jan 2014 - Aug 2018

    • Washington University in St. Louis

      Jan 2020 - Mar 2022

      • Clinical Medical Physicist

        Jan 2021 - Mar 2022

      • Clinical Fellow

        Jan 2020 - Dec 2020

    • Springfield Clinic

      May 2022 - now
      Clinical Medical Physicist

    • VCU Health

      Sept 2022 - now
      Research Associate

  • Licenses & Certifications

    • Structuring Machine Learning Projects

      Coursera
      Aug 2017
      View certificate certificate

    • Sequence Models

      Coursera
      May 2020
      View certificate certificate

    • Therapeutic Medical Physicist Registration

      IEMA - Illinois Emergency Management Agency
      Jan 2021

    • Diplomate, Therapeutic Medical Physics

      American Board of Radiology
      Feb 2023

    • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

      Coursera
      Sept 2017
      View certificate certificate

    • Notary Public

      Commonwealth of Virginia
      Aug 2016

    • Deep Learning Specialization

      Deeplearning.ai
      May 2020
      View certificate certificate

    • Convolutional Neural Networks

      Coursera
      Dec 2017
      View certificate certificate

    • Neural Networks and Deep Learning

      Coursera
      Aug 2017
      View certificate certificate

  • Honors & Awards

    • Awarded to Matthew Riblett, PhD, DABR
      Appointment to Lindau Nobel Laureate Meeting Delegation Lindau Nobel Laureate Meetings Foundation and Oak Ridge Associate Universities (ORAU) Jun 2016 Once every year, 30–40 Nobel Laureates convene at Lindau to meet the next generation of leading scientists: undergraduates, PhD students, and post-doc researchers from all over the world. The Lindau Nobel Laureate Meetings foster the exchange among scientists of different generations, cultures, and disciplines.The meetings focus alternately on physiology and medicine, on physics, and on chemistry – the three natural science Nobel Prize disciplines. An interdisciplinary meeting revolving… Show more Once every year, 30–40 Nobel Laureates convene at Lindau to meet the next generation of leading scientists: undergraduates, PhD students, and post-doc researchers from all over the world. The Lindau Nobel Laureate Meetings foster the exchange among scientists of different generations, cultures, and disciplines.The meetings focus alternately on physiology and medicine, on physics, and on chemistry – the three natural science Nobel Prize disciplines. An interdisciplinary meeting revolving around all three natural sciences is held every five years. In addition, the Lindau Meeting on Economic Sciences is held every three years.The scientific programme of each Lindau Meeting is based on the principle of dialogue. The different sessions – lectures, discussions, master classes, and panel discussions – are designed to activate the exchange of knowledge, ideas, and experience between and among Nobel Laureates and young scientists. Show less
    • Awarded to Matthew Riblett, PhD, DABR
      Phi Kappa Phi National Honor Society Induction Phi Kappa Phi; VCU Chapter Nov 2015
    • Awarded to Matthew Riblett, PhD, DABR
      Burton J. Moyer Memorial Fellowship 2013-2014 Health Physics Society Aug 2013 The prestigious Burton J. Moyer Memorial Fellowship was established by the Northern California Chapter of the HPS to memorialize the late Burton J. Moyer and to encourage his ideals in the study of the safe use of radiation for the benefit of all people. One of the most highly regarded awards for education in radiological protection, the Burton J. Moyer Fellowship consists of a cash stipend and is accompanied by a travel grant to be used in attending the HPS annual meeting.
    • Awarded to Matthew Riblett, PhD, DABR
      Max Yeater Award for Senior Design Research Rensselaer Polytechnic Institute, Nuclear Engineering Program May 2012 Awarded to the team of students judged by faculty and graduate students in the RPI Nuclear Engineering program to have best utilized the broad range of their undergraduate experience in the capstone interdisciplinary design project.
    • Awarded to Matthew Riblett, PhD, DABR
      Arthur H. Miller Scholarship Rensselaer Polytechnic Institute Aug 2011 This scholarship was established in 1968 by Marie Alison Miller in memory of her son, Arthur Hanfield Miller, Jr. '44, for students who demonstrate financial need, academic excellence, and other criteria that the Institute deems of value.
    • Awarded to Matthew Riblett, PhD, DABR
      Rensselaer Leadership Award Rensselaer Polytechnic Institute Aug 2008 This merit-based award is given in recognition of an outstanding record of academic and personal achievement, a strong commitment to excellence, and illustration of intellectual curiosity.
    • Awarded to Matthew Riblett, PhD, DABR
      Dean's List Rensselaer Polytechnic Institute Undergraduate: 2008 - 2012

  • Volunteer Experience

    • President (2016-2017)

      Issued by Medical Physics Scholastic Society at VCU on Jun 2015
      Medical Physics Scholastic Society at VCUAssociated with Matthew Riblett, PhD, DABR

    • Volunteer

      Issued by US FIRST and VA FIRST on Sept 2004
      US FIRST and VA FIRSTAssociated with Matthew Riblett, PhD, DABR

    • President (2011-2012)

      Issued by RPI Student Section of the American Nuclear Society on May 2010
      RPI Student Section of the American Nuclear SocietyAssociated with Matthew Riblett, PhD, DABR