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An accessible deep learning tool for voxel-wise classification of brain malignancies from perfusion MRI.

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Title: An accessible deep learning tool for voxel-wise classification of brain malignancies from perfusion MRI.
Authors: Garcia-Ruiz A; Radiomics Group, Vall d'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain., Pons-Escoda A; Radiology Department, Bellvitge University Hospital, 08907 Barcelona, Spain; Neuro-Oncology Unit, Institut d'Investigacio Biomedica de Bellvitge (IDIBELL), 08907 Barcelona, Spain., Grussu F; Radiomics Group, Vall d'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain., Naval-Baudin P; Radiology Department, Bellvitge University Hospital, 08907 Barcelona, Spain., Monreal-Aguero C; Radiomics Group, Vall d'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain., Hermann G; Radiation Medicine Department and Applied Sciences, University of California, San Diego, La Jolla, CA 92093, USA., Karunamuni R; Radiation Medicine Department and Applied Sciences, University of California, San Diego, La Jolla, CA 92093, USA., Ligero M; Radiomics Group, Vall d'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain., Lopez-Rueda A; Radiology Department, Hospital Clínic de Barcelona, 08036 Barcelona, Spain., Oleaga L; Radiology Department, Hospital Clínic de Barcelona, 08036 Barcelona, Spain., Berbís MÁ; Radiology Department, HT Medica, Hospital San Juan de Dios, 14012 Cordoba, Spain., Cabrera-Zubizarreta A; Radiology Department, HT Medica, 23008 Jaen, Spain., Martin-Noguerol T; Radiology Department, HT Medica, 23008 Jaen, Spain., Luna A; Radiology Department, HT Medica, 23008 Jaen, Spain., Seibert TM; Radiation Medicine Department and Applied Sciences, University of California, San Diego, La Jolla, CA 92093, USA; Radiology Department, University of California, San Diego, La Jolla, CA 92093, USA; Bioengineering Department, University of California, San Diego, La Jolla, CA 92093, USA., Majos C; Radiology Department, Bellvitge University Hospital, 08907 Barcelona, Spain; Neuro-Oncology Unit, Institut d'Investigacio Biomedica de Bellvitge (IDIBELL), 08907 Barcelona, Spain., Perez-Lopez R; Radiomics Group, Vall d'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain. Electronic address: rperez@vhio.net.
Source: Cell reports. Medicine [Cell Rep Med] 2024 Mar 19; Vol. 5 (3), pp. 101464. Date of Electronic Publication: 2024 Mar 11.
Publication Type: Journal Article
Journal Info: Publisher: Cell Press Country of Publication: United States NLM ID: 101766894 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2666-3791 (Electronic) Linking ISSN: 26663791 NLM ISO Abbreviation: Cell Rep Med Subsets: MEDLINE
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  Data: An accessible deep learning tool for voxel-wise classification of brain malignancies from perfusion MRI.
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  Data: <searchLink fieldCode="AU" term="%22Garcia-Ruiz+A%22">Garcia-Ruiz A</searchLink>; Radiomics Group, Vall d'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Pons-Escoda+A%22">Pons-Escoda A</searchLink>; Radiology Department, Bellvitge University Hospital, 08907 Barcelona, Spain; Neuro-Oncology Unit, Institut d'Investigacio Biomedica de Bellvitge (IDIBELL), 08907 Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Grussu+F%22">Grussu F</searchLink>; Radiomics Group, Vall d'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Naval-Baudin+P%22">Naval-Baudin P</searchLink>; Radiology Department, Bellvitge University Hospital, 08907 Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Monreal-Aguero+C%22">Monreal-Aguero C</searchLink>; Radiomics Group, Vall d'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Hermann+G%22">Hermann G</searchLink>; Radiation Medicine Department and Applied Sciences, University of California, San Diego, La Jolla, CA 92093, USA.<br /><searchLink fieldCode="AU" term="%22Karunamuni+R%22">Karunamuni R</searchLink>; Radiation Medicine Department and Applied Sciences, University of California, San Diego, La Jolla, CA 92093, USA.<br /><searchLink fieldCode="AU" term="%22Ligero+M%22">Ligero M</searchLink>; Radiomics Group, Vall d'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Lopez-Rueda+A%22">Lopez-Rueda A</searchLink>; Radiology Department, Hospital Clínic de Barcelona, 08036 Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Oleaga+L%22">Oleaga L</searchLink>; Radiology Department, Hospital Clínic de Barcelona, 08036 Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Berbís+MÁ%22">Berbís MÁ</searchLink>; Radiology Department, HT Medica, Hospital San Juan de Dios, 14012 Cordoba, Spain.<br /><searchLink fieldCode="AU" term="%22Cabrera-Zubizarreta+A%22">Cabrera-Zubizarreta A</searchLink>; Radiology Department, HT Medica, 23008 Jaen, Spain.<br /><searchLink fieldCode="AU" term="%22Martin-Noguerol+T%22">Martin-Noguerol T</searchLink>; Radiology Department, HT Medica, 23008 Jaen, Spain.<br /><searchLink fieldCode="AU" term="%22Luna+A%22">Luna A</searchLink>; Radiology Department, HT Medica, 23008 Jaen, Spain.<br /><searchLink fieldCode="AU" term="%22Seibert+TM%22">Seibert TM</searchLink>; Radiation Medicine Department and Applied Sciences, University of California, San Diego, La Jolla, CA 92093, USA; Radiology Department, University of California, San Diego, La Jolla, CA 92093, USA; Bioengineering Department, University of California, San Diego, La Jolla, CA 92093, USA.<br /><searchLink fieldCode="AU" term="%22Majos+C%22">Majos C</searchLink>; Radiology Department, Bellvitge University Hospital, 08907 Barcelona, Spain; Neuro-Oncology Unit, Institut d'Investigacio Biomedica de Bellvitge (IDIBELL), 08907 Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Perez-Lopez+R%22">Perez-Lopez R</searchLink>; Radiomics Group, Vall d'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain. Electronic address: rperez@vhio.net.
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  Data: <searchLink fieldCode="JN" term="%22101766894%22">Cell reports. Medicine</searchLink> [Cell Rep Med] 2024 Mar 19; Vol. 5 (3), pp. 101464. <i>Date of Electronic Publication: </i>2024 Mar 11.
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