A transformer-based multi-task deep learning model for simultaneous infiltrated brain area identification and segmentation of gliomas

A Fully Automated Multimodal MRI-based Multi-task Learning for Glioma Segmentation and IDH Genotyping

(2022) Jianhong Cheng et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Semisupervised Training of a Brain MRI Tumor Detection Model Using Mined Annotations

(2022) Nathaniel C. Swinburne et al.   RADIOLOGY

Combined molecular subtyping, grading, and segmentation of glioma using multi-task deep learning

(2022) Sebastian R van der Voort et al.   NEURO-ONCOLOGY

Regional healthy brain activity, glioma occurrence and symptomatology

(2022) Tianne Numan et al.   BRAIN

Surgical strategy for insular glioma

(2021) Colin J. Przybylowski et al.   JOURNAL OF NEURO-ONCOLOGY

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

(2021) David N Louis et al.   NEURO-ONCOLOGY

An MRI radiomics approach to predict survival and tumour-infiltrating macrophages in gliomas

(2021) Guanzhang Li et al.   BRAIN

Optimization of STP Innovation Management Mechanisms Driven by Advanced Evolutionary IoT Arithmetic

(2021) Tianxiang Wang et al.   Computational Intelligence and Neuroscience

Low-grade glioma subtypes revealed

(2020) Peter Sidaway   Nature Reviews Clinical Oncology

Glioblastoma in Adults: A Society for Neuro-Oncology (SNO) and European Society of Neuro-Oncology (EANO) Consensus Review on Current Management and Future Directions

(2020) Patrick Y Wen et al.   NEURO-ONCOLOGY

Fully Automated Hybrid Approach to Predict the IDH Mutation Status of Gliomas via Deep Learning and Radiomics

(2020) Yoon Seong Choi et al.   NEURO-ONCOLOGY

Does location matter? Characterisation of the anatomic locations, molecular profiles, and clinical features of gliomas

(2020) Christopher Mackintosh et al.   Neurologia i Neurochirurgia Polska

Automatic assessment of glioma burden: a deep learning algorithm for fully automated volumetric and bidimensional measurement

(2019) Ken Chang et al.   NEURO-ONCOLOGY

A deep learning model integrating FCNNs and CRFs for brain tumor segmentation

(2018) Xiaomei Zhao et al.   MEDICAL IMAGE ANALYSIS

Multidimensional communication in the microenvirons of glioblastoma

(2018) Marike L. Broekman et al.   Nature Reviews Neurology

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

(2016) David N. Louis et al.   ACTA NEUROPATHOLOGICA

Dynamics of FLAIR Volume Changes in Glioblastoma and Prediction of Survival

(2016) Rachel Grossman et al.   ANNALS OF SURGICAL ONCOLOGY

FSL

(2011) Mark Jenkinson et al.   NEUROIMAGE

N4ITK: Improved N3 Bias Correction

(2010) Nicholas J Tustison et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING