Literature DB >> 35029684

Deep learning approaches to non-invasively assess molecular features of gliomas.

Rifaquat Rahman1, Raymond Y Huang2.   

Abstract

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Year:  2022        PMID： 35029684      PMCID： PMC8972261          DOI： 10.1093/neuonc/noab304

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


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  10 in total

1.  Prediction of IDH1-Mutation and 1p/19q-Codeletion Status Using Preoperative MR Imaging Phenotypes in Lower Grade Gliomas.

Authors:  Y W Park; K Han; S S Ahn; S Bae; Y S Choi; J H Chang; S H Kim; S-G Kang; S-K Lee
Journal:  AJNR Am J Neuroradiol       Date:  2017-11-09       Impact factor: 3.825

2.  A novel fully automated MRI-based deep-learning method for classification of IDH mutation status in brain gliomas.

Authors:  Chandan Ganesh Bangalore Yogananda; Bhavya R Shah; Maryam Vejdani-Jahromi; Sahil S Nalawade; Gowtham K Murugesan; Frank F Yu; Marco C Pinho; Benjamin C Wagner; Bruce Mickey; Toral R Patel; Baowei Fei; Ananth J Madhuranthakam; Joseph A Maldjian
Journal:  Neuro Oncol       Date:  2020-03-05       Impact factor: 12.300

Review 3.  The 2016 World Health Organization Classification of Tumors of the Central Nervous System: a summary.

Authors:  David N Louis; Arie Perry; Guido Reifenberger; Andreas von Deimling; Dominique Figarella-Branger; Webster K Cavenee; Hiroko Ohgaki; Otmar D Wiestler; Paul Kleihues; David W Ellison
Journal:  Acta Neuropathol       Date:  2016-05-09       Impact factor: 17.088

4.  Improving the noninvasive classification of glioma genetic subtype with deep learning and diffusion-weighted imaging.

Authors:  Julia Cluceru; Yannet Interian; Joanna J Phillips; Annette M Molinaro; Tracy L Luks; Paula Alcaide-Leon; Marram P Olson; Devika Nair; Marisa LaFontaine; Anny Shai; Pranathi Chunduru; Valentina Pedoia; Javier E Villanueva-Meyer; Susan M Chang; Janine M Lupo
Journal:  Neuro Oncol       Date:  2022-04-01       Impact factor: 13.029

5.  A novel fully automated MRI-based deep-learning method for classification of 1p/19q co-deletion status in brain gliomas.

Authors:  Chandan Ganesh Bangalore Yogananda; Bhavya R Shah; Frank F Yu; Marco C Pinho; Sahil S Nalawade; Gowtham K Murugesan; Benjamin C Wagner; Bruce Mickey; Toral R Patel; Baowei Fei; Ananth J Madhuranthakam; Joseph A Maldjian
Journal:  Neurooncol Adv       Date:  2020-07-17

6.  Predicting the 1p/19q Codeletion Status of Presumed Low-Grade Glioma with an Externally Validated Machine Learning Algorithm.

Authors:  Sebastian R van der Voort; Fatih Incekara; Stefan Klein; Marion Smits; Maarten M J Wijnenga; Georgios Kapas; Mayke Gardeniers; Joost W Schouten; Martijn P A Starmans; Rishie Nandoe Tewarie; Geert J Lycklama; Pim J French; Hendrikus J Dubbink; Martin J van den Bent; Arnaud J P E Vincent; Wiro J Niessen
Journal:  Clin Cancer Res       Date:  2019-09-23       Impact factor: 12.531

7.  Multimodal MRI features predict isocitrate dehydrogenase genotype in high-grade gliomas.

Authors:  Biqi Zhang; Ken Chang; Shakti Ramkissoon; Shyam Tanguturi; Wenya Linda Bi; David A Reardon; Keith L Ligon; Brian M Alexander; Patrick Y Wen; Raymond Y Huang
Journal:  Neuro Oncol       Date:  2016-06-26       Impact factor: 13.029

8.  Residual Convolutional Neural Network for the Determination of IDH Status in Low- and High-Grade Gliomas from MR Imaging.

Authors:  Ken Chang; Harrison X Bai; Hao Zhou; Chang Su; Wenya Linda Bi; Ena Agbodza; Vasileios K Kavouridis; Joeky T Senders; Alessandro Boaro; Andrew Beers; Biqi Zhang; Alexandra Capellini; Weihua Liao; Qin Shen; Xuejun Li; Bo Xiao; Jane Cryan; Shakti Ramkissoon; Lori Ramkissoon; Keith Ligon; Patrick Y Wen; Ranjit S Bindra; John Woo; Omar Arnaout; Elizabeth R Gerstner; Paul J Zhang; Bruce R Rosen; Li Yang; Raymond Y Huang; Jayashree Kalpathy-Cramer
Journal:  Clin Cancer Res       Date:  2017-11-22       Impact factor: 13.801

Review 9.  Deep learning for medical image analysis: a brief introduction.

Authors:  Benedikt Wiestler; Bjoern Menze
Journal:  Neurooncol Adv       Date:  2021-01-23

Review 10.  The 2021 WHO Classification of Tumors of the Central Nervous System: a summary.

Authors:  David N Louis; Arie Perry; Pieter Wesseling; Daniel J Brat; Ian A Cree; Dominique Figarella-Branger; Cynthia Hawkins; H K Ng; Stefan M Pfister; Guido Reifenberger; Riccardo Soffietti; Andreas von Deimling; David W Ellison
Journal:  Neuro Oncol       Date:  2021-08-02       Impact factor: 13.029
  10 in total

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