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Towards consistency in pediatric brain tumor measurements: Challenges, solutions, and the role of artificial intelligence-based segmentation.

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Title: Towards consistency in pediatric brain tumor measurements: Challenges, solutions, and the role of artificial intelligence-based segmentation.
Authors: Familiar AM; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.; Department of Neurosurgery, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA., Fathi Kazerooni A; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.; Department of Neurosurgery, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.; AI2D Center for AI and Data Science for Integrated Diagnostics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Vossough A; Division of Radiology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA., Ware JB; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Bagheri S; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Khalili N; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.; Department of Neurosurgery, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA., Anderson H; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA., Haldar D; Department of Neurosurgery, Thomas Jefferson University, Philadelphia, Pennsylvania, USA., Storm PB; Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.; Department of Neurosurgery, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA., Resnick AC; Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.; Department of Neurosurgery, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA., Kann BH; Department of Radiation Oncology, Dana-Farber Cancer Institute | Brigham and Women's Hospital | Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA., Aboian M; Division of Radiology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA., Kline C; Division of Oncology, Department of Pediatrics, Children's Hospital of Philadelphia, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, USA., Weller M; Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland., Huang RY; Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA., Chang SM; Division of Neuro-Oncology, Department of Neurosurgery, University of California, San Francisco, California, USA., Fangusaro JR; The Aflac Cancer Center, Children's Healthcare of Atlanta and the Emory University School of Medicine, Atlanta, Georgia, USA., Hoffman LM; Division of Hematology/Oncology, Phoenix Children's Hospital, Phoenix, Arizona, USA., Mueller S; Department of Neurology, Neurosurgery and Pediatrics, University of California, San Francisco, California, USA., Prados M; Department of Neurosurgery and Pediatrics, University of California, San Francisco, California, USA., Nabavizadeh A; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.
Source: Neuro-oncology [Neuro Oncol] 2024 Sep 05; Vol. 26 (9), pp. 1557-1571.
Publication Type: Journal Article; Review; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 100887420 Publication Model: Print Cited Medium: Internet ISSN: 1523-5866 (Electronic) Linking ISSN: 15228517 NLM ISO Abbreviation: Neuro Oncol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Towards consistency in pediatric brain tumor measurements: Challenges, solutions, and the role of artificial intelligence-based segmentation.
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  Data: <searchLink fieldCode="AU" term="%22Familiar+AM%22">Familiar AM</searchLink>; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.; Department of Neurosurgery, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.<br /><searchLink fieldCode="AU" term="%22Fathi+Kazerooni+A%22">Fathi Kazerooni A</searchLink>; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.; Department of Neurosurgery, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.; AI2D Center for AI and Data Science for Integrated Diagnostics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.<br /><searchLink fieldCode="AU" term="%22Vossough+A%22">Vossough A</searchLink>; Division of Radiology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.<br /><searchLink fieldCode="AU" term="%22Ware+JB%22">Ware JB</searchLink>; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.<br /><searchLink fieldCode="AU" term="%22Bagheri+S%22">Bagheri S</searchLink>; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.<br /><searchLink fieldCode="AU" term="%22Khalili+N%22">Khalili N</searchLink>; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.; Department of Neurosurgery, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.<br /><searchLink fieldCode="AU" term="%22Anderson+H%22">Anderson H</searchLink>; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.<br /><searchLink fieldCode="AU" term="%22Haldar+D%22">Haldar D</searchLink>; Department of Neurosurgery, Thomas Jefferson University, Philadelphia, Pennsylvania, USA.<br /><searchLink fieldCode="AU" term="%22Storm+PB%22">Storm PB</searchLink>; Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.; Department of Neurosurgery, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.<br /><searchLink fieldCode="AU" term="%22Resnick+AC%22">Resnick AC</searchLink>; Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.; Department of Neurosurgery, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.<br /><searchLink fieldCode="AU" term="%22Kann+BH%22">Kann BH</searchLink>; Department of Radiation Oncology, Dana-Farber Cancer Institute | Brigham and Women's Hospital | Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Aboian+M%22">Aboian M</searchLink>; Division of Radiology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.<br /><searchLink fieldCode="AU" term="%22Kline+C%22">Kline C</searchLink>; Division of Oncology, Department of Pediatrics, Children's Hospital of Philadelphia, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, USA.<br /><searchLink fieldCode="AU" term="%22Weller+M%22">Weller M</searchLink>; Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Huang+RY%22">Huang RY</searchLink>; Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Chang+SM%22">Chang SM</searchLink>; Division of Neuro-Oncology, Department of Neurosurgery, University of California, San Francisco, California, USA.<br /><searchLink fieldCode="AU" term="%22Fangusaro+JR%22">Fangusaro JR</searchLink>; The Aflac Cancer Center, Children's Healthcare of Atlanta and the Emory University School of Medicine, Atlanta, Georgia, USA.<br /><searchLink fieldCode="AU" term="%22Hoffman+LM%22">Hoffman LM</searchLink>; Division of Hematology/Oncology, Phoenix Children's Hospital, Phoenix, Arizona, USA.<br /><searchLink fieldCode="AU" term="%22Mueller+S%22">Mueller S</searchLink>; Department of Neurology, Neurosurgery and Pediatrics, University of California, San Francisco, California, USA.<br /><searchLink fieldCode="AU" term="%22Prados+M%22">Prados M</searchLink>; Department of Neurosurgery and Pediatrics, University of California, San Francisco, California, USA.<br /><searchLink fieldCode="AU" term="%22Nabavizadeh+A%22">Nabavizadeh A</searchLink>; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.
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