Literature DB >> 32227184

Roadmap for the clinical integration of radiomics in neuro-oncology.

Leland S Hu1, Kristin R Swanson2.   

Abstract

Mesh:

Year:  2020        PMID: 32227184      PMCID: PMC7283033          DOI: 10.1093/neuonc/noaa078

Source DB:  PubMed          Journal:  Neuro Oncol        ISSN: 1522-8517            Impact factor:   12.300


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  9 in total

1.  Accurate Patient-Specific Machine Learning Models of Glioblastoma Invasion Using Transfer Learning.

Authors:  L S Hu; H Yoon; J M Eschbacher; L C Baxter; A C Dueck; A Nespodzany; K A Smith; P Nakaji; Y Xu; L Wang; J P Karis; A J Hawkins-Daarud; K W Singleton; P R Jackson; B J Anderies; B R Bendok; R S Zimmerman; C Quarles; A B Porter-Umphrey; M M Mrugala; A Sharma; J M Hoxworth; M G Sattur; N Sanai; P E Koulemberis; C Krishna; J R Mitchell; T Wu; N L Tran; K R Swanson; J Li
Journal:  AJNR Am J Neuroradiol       Date:  2019-02-28       Impact factor: 3.825

2.  Mosaic amplification of multiple receptor tyrosine kinase genes in glioblastoma.

Authors:  Matija Snuderl; Ladan Fazlollahi; Long P Le; Mai Nitta; Boryana H Zhelyazkova; Christian J Davidson; Sara Akhavanfard; Daniel P Cahill; Kenneth D Aldape; Rebecca A Betensky; David N Louis; A John Iafrate
Journal:  Cancer Cell       Date:  2011-12-01       Impact factor: 31.743

3.  Sex differences in GBM revealed by analysis of patient imaging, transcriptome, and survival data.

Authors:  Wei Yang; Nicole M Warrington; Sara J Taylor; Paula Whitmire; Eduardo Carrasco; Kyle W Singleton; Ningying Wu; Justin D Lathia; Michael E Berens; Albert H Kim; Jill S Barnholtz-Sloan; Kristin R Swanson; Jingqin Luo; Joshua B Rubin
Journal:  Sci Transl Med       Date:  2019-01-02       Impact factor: 17.956

4.  Radiogenomics to characterize regional genetic heterogeneity in glioblastoma.

Authors:  Leland S Hu; Shuluo Ning; Jennifer M Eschbacher; Leslie C Baxter; Nathan Gaw; Sara Ranjbar; Jonathan Plasencia; Amylou C Dueck; Sen Peng; Kris A Smith; Peter Nakaji; John P Karis; C Chad Quarles; Teresa Wu; Joseph C Loftus; Robert B Jenkins; Hugues Sicotte; Thomas M Kollmeyer; Brian P O'Neill; William Elmquist; Joseph M Hoxworth; David Frakes; Jann Sarkaria; Kristin R Swanson; Nhan L Tran; Jing Li; J Ross Mitchell
Journal:  Neuro Oncol       Date:  2016-08-08       Impact factor: 12.300

5.  Genomic Characterization of Brain Metastases Reveals Branched Evolution and Potential Therapeutic Targets.

Authors:  Priscilla K Brastianos; Scott L Carter; Gad Getz; William C Hahn; Sandro Santagata; Daniel P Cahill; Amaro Taylor-Weiner; Robert T Jones; Eliezer M Van Allen; Michael S Lawrence; Peleg M Horowitz; Kristian Cibulskis; Keith L Ligon; Josep Tabernero; Joan Seoane; Elena Martinez-Saez; William T Curry; Ian F Dunn; Sun Ha Paek; Sung-Hye Park; Aaron McKenna; Aaron Chevalier; Mara Rosenberg; Frederick G Barker; Corey M Gill; Paul Van Hummelen; Aaron R Thorner; Bruce E Johnson; Mai P Hoang; Toni K Choueiri; Sabina Signoretti; Carrie Sougnez; Michael S Rabin; Nancy U Lin; Eric P Winer; Anat Stemmer-Rachamimov; Matthew Meyerson; Levi Garraway; Stacey Gabriel; Eric S Lander; Rameen Beroukhim; Tracy T Batchelor; Jose Baselga; David N Louis
Journal:  Cancer Discov       Date:  2015-09-26       Impact factor: 39.397

6.  Adaptive therapy.

Authors:  Robert A Gatenby; Ariosto S Silva; Robert J Gillies; B Roy Frieden
Journal:  Cancer Res       Date:  2009-06-01       Impact factor: 12.701

7.  Use of radiomics for the prediction of local control of brain metastases after stereotactic radiosurgery.

Authors:  Andrei Mouraviev; Jay Detsky; Arjun Sahgal; Mark Ruschin; Young K Lee; Irene Karam; Chris Heyn; Greg J Stanisz; Anne L Martel
Journal:  Neuro Oncol       Date:  2020-06-09       Impact factor: 12.300

8.  Integration of machine learning and mechanistic models accurately predicts variation in cell density of glioblastoma using multiparametric MRI.

Authors:  Nathan Gaw; Andrea Hawkins-Daarud; Leland S Hu; Hyunsoo Yoon; Lujia Wang; Yanzhe Xu; Pamela R Jackson; Kyle W Singleton; Leslie C Baxter; Jennifer Eschbacher; Ashlyn Gonzales; Ashley Nespodzany; Kris Smith; Peter Nakaji; J Ross Mitchell; Teresa Wu; Kristin R Swanson; Jing Li
Journal:  Sci Rep       Date:  2019-07-11       Impact factor: 4.379

9.  Quantifying Uncertainty and Robustness in a Biomathematical Model-Based Patient-Specific Response Metric for Glioblastoma.

Authors:  Andrea Hawkins-Daarud; Sandra K Johnston; Kristin R Swanson
Journal:  JCO Clin Cancer Inform       Date:  2019-02
  9 in total
  1 in total

Review 1.  Challenges in Glioblastoma Radiomics and the Path to Clinical Implementation.

Authors:  Philip Martin; Lois Holloway; Peter Metcalfe; Eng-Siew Koh; Caterina Brighi
Journal:  Cancers (Basel)       Date:  2022-08-12       Impact factor: 6.575

  1 in total

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