Literature DB >> 30975654

Radiogenomics in Medulloblastoma: Can the Human Brain Compete with Artificial Intelligence and Machine Learning?

A Dasgupta1, T Gupta1.   

Abstract

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Year:  2019        PMID： 30975654      PMCID： PMC7053894          DOI： 10.3174/ajnr.A6040

Source DB:  PubMed          Journal:  AJNR Am J Neuroradiol        ISSN： 0195-6108            Impact factor:   3.825


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  4 in total

1.  Nomograms based on preoperative multiparametric magnetic resonance imaging for prediction of molecular subgrouping in medulloblastoma: results from a radiogenomics study of 111 patients.

Authors:  Archya Dasgupta; Tejpal Gupta; Sona Pungavkar; Neelam Shirsat; Sridhar Epari; Girish Chinnaswamy; Abhishek Mahajan; Amit Janu; Aliasgar Moiyadi; Sadhana Kannan; Rahul Krishnatry; Goda Jayant Sastri; Rakesh Jalali
Journal:  Neuro Oncol       Date:  2019-01-01       Impact factor: 12.300

2.  Behind the numbers: Decoding molecular phenotypes with radiogenomics--guiding principles and technical considerations.

Authors:  Michael D Kuo; Neema Jamshidi
Journal:  Radiology       Date:  2014-02       Impact factor: 11.105

3.  MR Imaging-Based Radiomic Signatures of Distinct Molecular Subgroups of Medulloblastoma.

Authors:  M Iv; M Zhou; K Shpanskaya; S Perreault; Z Wang; E Tranvinh; B Lanzman; S Vajapeyam; N A Vitanza; P G Fisher; Y J Cho; S Laughlin; V Ramaswamy; M D Taylor; S H Cheshier; G A Grant; T Young Poussaint; O Gevaert; K W Yeom
Journal:  AJNR Am J Neuroradiol       Date:  2018-12-06       Impact factor: 3.825

Review 4.  Radiomics in Brain Tumor: Image Assessment, Quantitative Feature Descriptors, and Machine-Learning Approaches.

Authors:  M Zhou; J Scott; B Chaudhury; L Hall; D Goldgof; K W Yeom; M Iv; Y Ou; J Kalpathy-Cramer; S Napel; R Gillies; O Gevaert; R Gatenby
Journal:  AJNR Am J Neuroradiol       Date:  2017-10-05       Impact factor: 3.825
  4 in total
  2 in total

1.  A pilot radiogenomic study of DIPG reveals distinct subgroups with unique clinical trajectories and therapeutic targets.

Authors:  Xiaoting Zhu; Margot A Lazow; Austin Schafer; Allison Bartlett; Shiva Senthil Kumar; Deepak Kumar Mishra; Phillip Dexheimer; Mariko DeWire; Christine Fuller; James L Leach; Maryam Fouladi; Rachid Drissi
Journal:  Acta Neuropathol Commun       Date:  2021-01-11       Impact factor: 7.801

Review 2.  Molecular Biology in Treatment Decision Processes-Neuro-Oncology Edition.

Authors:  Andra V Krauze; Kevin Camphausen
Journal:  Int J Mol Sci       Date:  2021-12-10       Impact factor: 5.923
  2 in total

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