Pseudoprogression of brain tumors
SC Thust, MJ van den Bent… - Journal of Magnetic …, 2018 - Wiley Online Library
This review describes the definition, incidence, clinical implications, and magnetic
resonance imaging (MRI) findings of pseudoprogression of brain tumors, in particular, but …
resonance imaging (MRI) findings of pseudoprogression of brain tumors, in particular, but …
Texture analysis in magnetic resonance imaging: review and considerations for future applications
Texture analysis is a technique used for the quantification of image texture. It has been
successfully used in many fields, and in the past years it has been applied in magnetic …
successfully used in many fields, and in the past years it has been applied in magnetic …
Prediction of pseudoprogression versus progression using machine learning algorithm in glioblastoma
We aimed to investigate the feasibility of machine learning (ML) algorithm to distinguish
pseudoprogression (PsPD) from progression (PD) in patients with glioblastoma (GBM). We …
pseudoprogression (PsPD) from progression (PD) in patients with glioblastoma (GBM). We …
Classification of parotid gland tumors by using multimodal MRI and deep learning
YJ Chang, TY Huang, YJ Liu, HW Chung… - NMR in …, 2021 - Wiley Online Library
Various MRI sequences have shown their potential to discriminate parotid gland tumors,
including but not limited to T2‐weighted, postcontrast T1‐weighted, and diffusion‐weighted …
including but not limited to T2‐weighted, postcontrast T1‐weighted, and diffusion‐weighted …
Evaluation of radiomic texture feature error due to MRI acquisition and reconstruction: a simulation study utilizing ground truth
F Yang, N Dogan, R Stoyanova, JC Ford - Physica Medica, 2018 - Elsevier
The purpose of this study was to examine the dependence of image texture features on MR
acquisition parameters and reconstruction using a digital MR imaging phantom. MR signal …
acquisition parameters and reconstruction using a digital MR imaging phantom. MR signal …
Discriminating pseudoprogression and true progression in diffuse infiltrating glioma using multi-parametric MRI data through deep learning
Differentiating pseudoprogression from true tumor progression has become a significant
challenge in follow-up of diffuse infiltrating gliomas, particularly high grade, which leads to a …
challenge in follow-up of diffuse infiltrating gliomas, particularly high grade, which leads to a …
Quantitative radiomics: impact of pulse sequence parameter selection on MRI‐based textural features of the brain
J Ford, N Dogan, L Young… - Contrast Media & …, 2018 - Wiley Online Library
Objectives. Radiomic features extracted from diverse MRI modalities have been investigated
regarding their predictive and/or prognostic value in a variety of cancers. With the aid of a 3D …
regarding their predictive and/or prognostic value in a variety of cancers. With the aid of a 3D …
Machine learning-based radiomic evaluation of treatment response prediction in glioblastoma
AIM To investigate machine learning based models combining clinical, radiomic, and
molecular information to distinguish between early true progression (tPD) and …
molecular information to distinguish between early true progression (tPD) and …
Pseudoprogression versus true progression in glioblastoma patients: A multiapproach literature review. Part 2–Radiological features and metric markers
C Le Fevre, JM Constans, I Chambrelant… - Critical reviews in …, 2021 - Elsevier
After chemoradiotherapy for glioblastoma, pseudoprogression can occur and must be
distinguished from true progression to correctly manage glioblastoma treatment and follow …
distinguished from true progression to correctly manage glioblastoma treatment and follow …
MRI radiomic features are associated with survival in melanoma brain metastases treated with immune checkpoint inhibitors
A Bhatia, M Birger, H Veeraraghavan, H Um… - Neuro …, 2019 - academic.oup.com
Background Melanoma brain metastases historically portend a dismal prognosis, but recent
advances in immune checkpoint inhibitors (ICIs) have been associated with durable …
advances in immune checkpoint inhibitors (ICIs) have been associated with durable …