Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor to Characterize Tumor Field Effect: Application to Survival Prediction in Glioblastoma

Author:

Ismail Marwa1ORCID,Prasanna Prateek2,Bera Kaustav1ORCID,Statsevych Volodymyr3,Hill Virginia4,Singh Gagandeep5,Partovi Sasan6ORCID,Beig Niha1,McGarry Sean7,Laviolette Peter7,Ahluwalia Manmeet8,Madabhushi Anant1ORCID,Tiwari Pallavi1ORCID

Affiliation:

1. Biomedical Engineering Department, Case Western Reserve University, Cleveland, OH, USA

2. Department of Biomedical Informatics, Stony Brook University, Stony Brook, NY, USA

3. Imaging Institute, Cleveland Clinic, Cleveland, OH, USA

4. Department of Radiology, Northwestern University, Evanston, IL, USA

5. Radiology Department, Newark Beth Israel Medical Center, Newark, NJ, USA

6. Interventional Radiology Department, Cleveland Clinic, Cleveland, OH, USA

7. Radiology Department, Medical College of Wisconsin, Milwaukee, WI, USA

8. Brain Tumor and Neurooncology Center, Cleveland Clinic, Cleveland, OH, USA

Funder

NIH

National Institute for Biomedical Imaging and Bioengineering

National Center for Research Resources

National Heart, Lung, and Blood Institute

Veterans Administration (VA) Merit Review Award from the U.S. Department of Veterans Affairs

Biomedical Laboratory Research and Development Service

DOD Prostate Cancer Idea Development Award

DOD Lung Cancer Investigator-Initiated Translational Research Award

DOD Peer Reviewed Cancer Research Program

National Institute of Diabetes and Digestive and Kidney Diseases

Ohio Third Frontier Technology Validation Fund

Wallace H. Coulter Foundation Program in the Department of Biomedical Engineering and the Clinical and Translational Science Award Program (CTSA) at Case Western Reserve University

Department of Defense PRCRP Career Development Award

Dana Foundation David Mahoney Neuroimaging Program

V Translational Cancer Research Foundation

America Brain Tumor Association

NIH/National Cancer Institute

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Radiological and Ultrasound Technology,Software

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