Systematic Literature Review of Machine Learning Algorithms Using Pretherapy Radiologic Imaging for Glioma Molecular Subtype Prediction

Author:

Lost JanORCID,Verma TejORCID,Jekel Leon,von Reppert MarcORCID,Tillmanns NiklasORCID,Merkaj SaraORCID,Petersen Gabriel CassinelliORCID,Bahar RyanORCID,Gordem AyyüceORCID,Haider Muhammad A.,Subramanian HarryORCID,Brim Waverly,Ikuta IchiroORCID,Omuro AntonioORCID,Conte Gian MarcoORCID,Marquez-Nostra Bernadette V.,Avesta ArmanORCID,Bousabarah Khaled,Nabavizadeh Ali,Kazerooni Anahita FathiORCID,Aneja SanjayORCID,Bakas SpyridonORCID,Lin MingDeORCID,Sabel Michael,Aboian MariamORCID

Funder

National Center for Advancing Translational Science (NCATS) - KL2

UL1

Publisher

American Society of Neuroradiology (ASNR)

Subject

Neurology (clinical),Radiology, Nuclear Medicine and imaging

Reference42 articles.

1. Glioma Therapy in Adults

2. Johns Hopkins Medicine. Gliomas. June 27, 2022. https://www.hopkinsmedicine.org/health/conditions-and-diseases/gliomas. Accessed June 27, 2022

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

4. Molecular Heterogeneity in Glioblastoma: Potential Clinical Implications

5. Glioblastoma Heterogeneity and Cancer Cell Plasticity

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