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Quantifying intra-tumoral genetic heterogeneity of glioblastoma toward precision medicine using MRI and a data-inclusive machine learning algorithm
- Lujia Wang,
- Hairong Wang,
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Fulvio D’Angelo,
Roles Data curation, Formal analysis
Affiliation Institute for Cancer Genetics, Columbia University Medical Center, New York City, New York, United States of America
⨯ - Lee Curtin,
- Christopher P. Sereduk,
- Gustavo De Leon,
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Kyle W. Singleton,
Roles Data curation, Formal analysis
Affiliation Department of Neurosurgery, Mayo Clinic Arizona, Phoenix, Arizona, United States of America
⨯ - Javier Urcuyo,
- Andrea Hawkins-Daarud,
- Pamela R. Jackson,
- Chandan Krishna,
- Richard S. Zimmerman,
- Devi P. Patra,
- Bernard R. Bendok,
- Kris A. Smith,
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Peter Nakaji,
Roles Data curation
Affiliation Department of Neurosurgery, Barrow Neurological Institute—St. Joseph’s Hospital and Medical Center, Phoenix, Arizona, United States of America
⨯ -
Kliment Donev,
Roles Data curation
Affiliation Department of Pathology, Mayo Clinic Arizona, Phoenix, Arizona, United States of America
⨯ - Leslie C. Baxter,
- Maciej M. Mrugała,
- Michele Ceccarelli,
- Antonio Iavarone,
- Kristin R. Swanson,
- Nhan L. Tran,
- Leland S. Hu ,
- [ ... ],
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Jing Li
Roles Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
* E-mail: jing.li@isye.gatch.edu
¶‡ LSH and JL are joint senior authors.
Affiliation H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, Georgia, United States of America
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https://orcid.org/0000-0002-4940-4693
Quantifying intra-tumoral genetic heterogeneity of glioblastoma toward precision medicine using MRI and a data-inclusive machine learning algorithm
- Lujia Wang,
- Hairong Wang,
- Fulvio D’Angelo,
- Lee Curtin,
- Christopher P. Sereduk,
- Gustavo De Leon,
- Kyle W. Singleton,
- Javier Urcuyo,
- Andrea Hawkins-Daarud,
- Pamela R. Jackson
- Published: April 3, 2024
- https://doi.org/10.1371/journal.pone.0299267