Artificial Intelligence, Machine Learning, and Data Science in Medicine and Biomedicine

Presentations

• Integrating machine learning and multiscale modeling: perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences

  Invited

  March 16, 2021, 11:30 AM – March 16, 2021, 12:06 PM

  Presenters

  • Ellen Kuhl

    • Stanford University

  Authors

  • Ellen Kuhl

    • Stanford University

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• Comparison of statistical parametric mapping method and scaled subprofile model for functional neuroimage analysis

  ORAL

  March 16, 2021, 12:06 PM – March 16, 2021, 12:18 PM

  Presenters

  • Urban Simoncic

    • Univ of Ljubljana
    • Physics, Faculty of mathematics and physics, University of Ljubljana
    • Faculty of Mathematics and Physics, University of Ljubljana

  Authors

  • Lara hocurscak

    • Faculty of Mathematics and Physics, University of Ljubljana

  • Tadej Tomanic

    • Faculty of Mathematics and Physics, University of Ljubljana

  • Maja Trost

    • Department of Neurology, University Medical Center Ljubljana

  • Urban Simoncic

    • Univ of Ljubljana
    • Physics, Faculty of mathematics and physics, University of Ljubljana
    • Faculty of Mathematics and Physics, University of Ljubljana

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• A Deep Learning Network for Disease Classification with Longitudinal Data

  ORAL

  March 16, 2021, 12:18 PM – March 16, 2021, 12:30 PM

  Presenters

  • Alison Deatsch

    • University of Wisconsin - Madison

  Authors

  • Alison Deatsch

    • University of Wisconsin - Madison

  • Robert Jeraj

    • Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, U.S.A
    • Department of Medical Physics, University of Wisconsin - Madison
    • University of Wisconsin - Madison

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• Developing Dynamical Models to Characterize Stroke Gait Impairments

  ORAL

  March 16, 2021, 12:30 PM – March 16, 2021, 12:42 PM

  Presenters

  • Taniel Winner

    • W.H. Coulter Dept. Biomedical Engineering, Georgia Institute of Technology and Emory University

  Authors

  • Taniel Winner

    • W.H. Coulter Dept. Biomedical Engineering, Georgia Institute of Technology and Emory University

  • Trisha Kesar

    • Department of Rehabilitation Medicine, Division of Physical Therapy, Emory University

  • Gordon Berman

    • Department of Physics and Department of Biology, Emory University, Atlanta, Georgia
    • Department of Biology, Emory University
    • Emory University

  • Lena Ting

    • W.H. Coulter Dept. Biomedical Engineering, Georgia Institute of Technology and Emory University

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• The Predictive Value of Deep Learning and Radiomics in Medical Imaging

  Invited

  March 16, 2021, 12:42 PM – March 16, 2021, 1:18 PM

  Presenters

  • Jayashree Kalpathy-Cramer

    • The Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital

  Authors

  • Jayashree Kalpathy-Cramer

    • The Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital

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• Estimation of Radiobiological Indices in Radiotherapy of Lung Cancer using an Artificial Neural Network

  ORAL

  March 16, 2021, 1:18 PM – March 16, 2021, 1:30 PM

  Presenters

  • Mukunda Pudasaini

    • Physics, Florida Atlantic University

  Authors

  • Mukunda Pudasaini

    • Physics, Florida Atlantic University

  • Theodora Leventouri

    • Department of Physics, Florida Atlantic University
    • Florida Atlantic University
    • Physics, Florida Atlantic University
    • Medical Physics, Florida Atlantic University

  • Silvia Pella

    • 21st Century Oncology

  • Dr. Wazir Muhammad

    • Department of Physics, Florida Atlantic University
    • Florida Atlantic University
    • Physics, Florida Atlantic University
    • Medical Physics, Florida Atlantic University

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• Superspreading k-cores at the center of COVID-19 pandemic persistence

  ORAL

  March 16, 2021, 1:30 PM – March 16, 2021, 1:42 PM

  Presenters

  • matteo serafino

    • Networks, IMT Lucca
    • IMT Alti Studi Lucca

  Authors

  • matteo serafino

    • Networks, IMT Lucca
    • IMT Alti Studi Lucca

  • Higor S. Monteiro

    • Departamento de Fisica,, Universidade Federal do Ceara

  • Shaojun Luo

    • Levich Institute and Physics Department, City College of New York

  • Saulo D. S. Reis

    • Departamento de Fisica,, Universidade Federal do Ceara

  • Carles Igual

    • Departamento de Comunicaciones, Universitat Politecnica de Valencia

  • Antonio S. Lima Neto

    • epartment of Epidemiological Surveillance, Fortaleza Health Secretariat

  • Matias Travizan

    • Grandata, Inc,

  • Jose Soares De Andrade Jr

    • Departamento de Fisica,, Universidade Federal do Ceara

  • Hernan A Makse

    • Levich Institute and Physics Department, City College of New York

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• Framework for Assessing the Impact of CNN-based Image Segmentation on Multi-step Biomarker Extraction

  ORAL

  March 16, 2021, 1:42 PM – March 16, 2021, 1:54 PM

  Presenters

  • Daniel Huff

    • Department of Medical Physics, University of Wisconsin - Madison

  Authors

  • Daniel Huff

    • Department of Medical Physics, University of Wisconsin - Madison

  • Zan Klanecek

    • Faculty of Mathematics and Physics, University of Ljubljana, Ljubljana, Slovenia
    • Faculty of Mathematics and Physics, University of Ljubljana

  • Andrej Studen

    • Faculty of Mathematics and Physics, University of Ljubljana, Ljubljana, Slovenia
    • Faculty of Mathematics and Physics, University of Ljubljana

  • Robert Jeraj

    • Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, U.S.A
    • Department of Medical Physics, University of Wisconsin - Madison
    • University of Wisconsin - Madison

  View abstract →