AI-powered segmentation and prognosis with missing MRI in pediatric brain tumors.

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Bibliographic Details
Title: AI-powered segmentation and prognosis with missing MRI in pediatric brain tumors.
Authors: Chrysochoou D; University of Pennsylvania, Department of Bioengineering, Philadelphia, PA, USA.; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA., Gandhi DB; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Department of Neurosurgery, Children's Hospital of Philadelphia, Philadelphia, PA, USA., Adib S; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA., Familiar AM; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Department of Neurosurgery, Children's Hospital of Philadelphia, Philadelphia, PA, USA., Vunnava B; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA., Varshochi S; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA., Khalili N; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA., Khalili N; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA., Ware JB; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA., Tu W; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA., Jain P; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA., Anderson H; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA., Haldar S; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA., Storm PB; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Department of Neurosurgery, Children's Hospital of Philadelphia, Philadelphia, PA, USA., Franson A; Department of Pediatrics, University of Michigan Medical School, Ann Arbor, MI, USA., Prados M; Department of Neurological Surgery and Department of Pediatrics, University of California San Francisco, San Francisco, CA, USA., Kline C; Division of Oncology, Children's Hospital of Philadelphia, Philadelphia, PA, USA., Mueller S; Department of Neurology and Pediatrics, University of California San Francisco, San Francisco, CA, USA., Resnick A; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Department of Neurosurgery, Children's Hospital of Philadelphia, Philadelphia, PA, USA., Vossough A; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.; Division of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA., Davatzikos C; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.; AI2D Center for AI and Data Science for Integrated Diagnostics, University of Pennsylvania, Philadelphia, PA, USA., Nabavizadeh A; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA., Kazerooni AF; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA. anahitaf@upenn.edu.; Department of Neurosurgery, Children's Hospital of Philadelphia, Philadelphia, PA, USA. anahitaf@upenn.edu.; Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA. anahitaf@upenn.edu.
Source: NPJ precision oncology [NPJ Precis Oncol] 2026 Jan 13; Vol. 10 (1), pp. 63. Date of Electronic Publication: 2026 Jan 13.
Publication Type: Journal Article
Journal Info: Publisher: Springer Nature Country of Publication: England NLM ID: 101708166 Publication Model: Electronic Cited Medium: Print ISSN: 2397-768X (Print) Linking ISSN: 2397768X NLM ISO Abbreviation: NPJ Precis Oncol Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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