Radiogenomics and radiomics of Skull Base Chordoma: machine learning-based classification of genetic signatures and clinical outcomes by multiparametric MRI
| Main Authors: | , , , , , , , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2022-01-01
|
| Series: | Brain and Spine |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2772529422004180 |
| _version_ | 1811182121029468160 |
|---|---|
| author | Z.C. Gersey S. Zenkin M. Ak P. Mamindla V. Peddagangireddy H. Abdullah N. Muthiah C.H. Snyderman E.W. Wang P.A. Gardner R. Colen G.A. Zenonos |
| author_facet | Z.C. Gersey S. Zenkin M. Ak P. Mamindla V. Peddagangireddy H. Abdullah N. Muthiah C.H. Snyderman E.W. Wang P.A. Gardner R. Colen G.A. Zenonos |
| author_sort | Z.C. Gersey |
| collection | DOAJ |
| first_indexed | 2024-04-11T09:26:45Z |
| format | Article |
| id | doaj.art-47a6a7cdc54f4867a48862fe6cd70725 |
| institution | Directory Open Access Journal |
| issn | 2772-5294 |
| language | English |
| last_indexed | 2024-04-11T09:26:45Z |
| publishDate | 2022-01-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Brain and Spine |
| spelling | doaj.art-47a6a7cdc54f4867a48862fe6cd707252022-12-22T04:32:00ZengElsevierBrain and Spine2772-52942022-01-012101277Radiogenomics and radiomics of Skull Base Chordoma: machine learning-based classification of genetic signatures and clinical outcomes by multiparametric MRIZ.C. Gersey0S. Zenkin1M. Ak2P. Mamindla3V. Peddagangireddy4H. Abdullah5N. Muthiah6C.H. Snyderman7E.W. Wang8P.A. Gardner9R. Colen10G.A. Zenonos11University of Pittsburgh School of Medicine, Department of Neurological Surgery, Pittsburgh, United StatesUniversity of Pittsburgh School of Medicine, Department of Radiology, Pittsburgh, United States; University of Pittsburgh Medical Center, Hillman Cancer Center, Pittsburgh, United StatesUniversity of Pittsburgh School of Medicine, Department of Radiology, Pittsburgh, United States; University of Pittsburgh Medical Center, Hillman Cancer Center, Pittsburgh, United StatesUniversity of Pittsburgh Medical Center, Hillman Cancer Center, Pittsburgh, United StatesUniversity of Pittsburgh School of Medicine, Department of Radiology, Pittsburgh, United StatesUniversity of Pittsburgh School of Medicine, Pittsburgh, United StatesUniversity of Pittsburgh School of Medicine, Pittsburgh, United StatesUniversity of Pittsburgh School of Medicine, Department of Otolaryngology, Pittsburgh, United StatesUniversity of Pittsburgh School of Medicine, Department of Otolaryngology, Pittsburgh, United StatesUniversity of Pittsburgh School of Medicine, Department of Neurological Surgery, Pittsburgh, United StatesUniversity of Pittsburgh School of Medicine, Department of Radiology, Pittsburgh, United States; University of Pittsburgh Medical Center, Hillman Cancer Center, Pittsburgh, United StatesUniversity of Pittsburgh School of Medicine, Department of Neurological Surgery, Pittsburgh, United Stateshttp://www.sciencedirect.com/science/article/pii/S2772529422004180 |
| spellingShingle | Z.C. Gersey S. Zenkin M. Ak P. Mamindla V. Peddagangireddy H. Abdullah N. Muthiah C.H. Snyderman E.W. Wang P.A. Gardner R. Colen G.A. Zenonos Radiogenomics and radiomics of Skull Base Chordoma: machine learning-based classification of genetic signatures and clinical outcomes by multiparametric MRI Brain and Spine |
| title | Radiogenomics and radiomics of Skull Base Chordoma: machine learning-based classification of genetic signatures and clinical outcomes by multiparametric MRI |
| title_full | Radiogenomics and radiomics of Skull Base Chordoma: machine learning-based classification of genetic signatures and clinical outcomes by multiparametric MRI |
| title_fullStr | Radiogenomics and radiomics of Skull Base Chordoma: machine learning-based classification of genetic signatures and clinical outcomes by multiparametric MRI |
| title_full_unstemmed | Radiogenomics and radiomics of Skull Base Chordoma: machine learning-based classification of genetic signatures and clinical outcomes by multiparametric MRI |
| title_short | Radiogenomics and radiomics of Skull Base Chordoma: machine learning-based classification of genetic signatures and clinical outcomes by multiparametric MRI |
| title_sort | radiogenomics and radiomics of skull base chordoma machine learning based classification of genetic signatures and clinical outcomes by multiparametric mri |
| url | http://www.sciencedirect.com/science/article/pii/S2772529422004180 |
| work_keys_str_mv | AT zcgersey radiogenomicsandradiomicsofskullbasechordomamachinelearningbasedclassificationofgeneticsignaturesandclinicaloutcomesbymultiparametricmri AT szenkin radiogenomicsandradiomicsofskullbasechordomamachinelearningbasedclassificationofgeneticsignaturesandclinicaloutcomesbymultiparametricmri AT mak radiogenomicsandradiomicsofskullbasechordomamachinelearningbasedclassificationofgeneticsignaturesandclinicaloutcomesbymultiparametricmri AT pmamindla radiogenomicsandradiomicsofskullbasechordomamachinelearningbasedclassificationofgeneticsignaturesandclinicaloutcomesbymultiparametricmri AT vpeddagangireddy radiogenomicsandradiomicsofskullbasechordomamachinelearningbasedclassificationofgeneticsignaturesandclinicaloutcomesbymultiparametricmri AT habdullah radiogenomicsandradiomicsofskullbasechordomamachinelearningbasedclassificationofgeneticsignaturesandclinicaloutcomesbymultiparametricmri AT nmuthiah radiogenomicsandradiomicsofskullbasechordomamachinelearningbasedclassificationofgeneticsignaturesandclinicaloutcomesbymultiparametricmri AT chsnyderman radiogenomicsandradiomicsofskullbasechordomamachinelearningbasedclassificationofgeneticsignaturesandclinicaloutcomesbymultiparametricmri AT ewwang radiogenomicsandradiomicsofskullbasechordomamachinelearningbasedclassificationofgeneticsignaturesandclinicaloutcomesbymultiparametricmri AT pagardner radiogenomicsandradiomicsofskullbasechordomamachinelearningbasedclassificationofgeneticsignaturesandclinicaloutcomesbymultiparametricmri AT rcolen radiogenomicsandradiomicsofskullbasechordomamachinelearningbasedclassificationofgeneticsignaturesandclinicaloutcomesbymultiparametricmri AT gazenonos radiogenomicsandradiomicsofskullbasechordomamachinelearningbasedclassificationofgeneticsignaturesandclinicaloutcomesbymultiparametricmri |