Radiomics can differentiate high-grade glioma from brain metastasis: a systematic review and meta-analysis
Y Li, Y Liu, Y Liang, R Wei, W Zhang, W Yao, S Luo… - European …, 2022 - Springer
Objective (1) To evaluate the diagnostic performance of radiomics in differentiating high-
grade glioma from brain metastasis and how to improve the model.(2) To assess the …
grade glioma from brain metastasis and how to improve the model.(2) To assess the …
Neuroinflammation and immunoregulation in glioblastoma and brain metastases: Recent developments in imaging approaches
Brain tumors and brain metastases induce changes in brain tissue remodeling that lead to
immunosuppression and trigger an inflammatory response within the tumor …
immunosuppression and trigger an inflammatory response within the tumor …
Brain tumor classification based on hybrid optimized multi-features analysis using magnetic resonance imaging dataset
Brain tumors are deadly but become deadliest because of delayed and inefficient diagnosis
process. Large variations in tumor types also instigate additional complexity. Machine vision …
process. Large variations in tumor types also instigate additional complexity. Machine vision …
Brain tumor segmentation and classification using optimized deep learning
In the medical field, identifying brain tumors is a complex task that necessitates specialists
meticulously analyzing MRI scans to detect tumors. Recent advancements have introduced …
meticulously analyzing MRI scans to detect tumors. Recent advancements have introduced …
Radiophysiomics: brain tumors classification by machine learning and physiological MRI data
Simple Summary The pretreatment diagnosis of contrast-enhancing brain tumors is still
challenging in clinical neuro-oncology due to their very similar appearance on conventional …
challenging in clinical neuro-oncology due to their very similar appearance on conventional …
Machine learning based differentiation of glioblastoma from brain metastasis using MRI derived radiomics
Few studies have addressed radiomics based differentiation of Glioblastoma (GBM) and
intracranial metastatic disease (IMD). However, the effect of different tumor masks …
intracranial metastatic disease (IMD). However, the effect of different tumor masks …
Neutrophil-mediated mechanisms of damage and in-vitro protective effect of colchicine in non-vascular Behçet's syndrome
A Bettiol, M Becatti, E Silvestri… - Clinical & …, 2021 - academic.oup.com
Behçet's syndrome (BS) is a systemic vasculitis with several clinical manifestations.
Neutrophil hyperactivation mediates vascular BS pathogenesis, via both a massive reactive …
Neutrophil hyperactivation mediates vascular BS pathogenesis, via both a massive reactive …
Machine learning applications for differentiation of glioma from brain metastasis—a systematic review
Simple Summary We present a systematic review of published reports on machine learning
(ML) applications for the differentiation of gliomas from brain metastases by summarizing …
(ML) applications for the differentiation of gliomas from brain metastases by summarizing …
A systematic review of the current status and quality of radiomics for glioma differential diagnosis
Simple Summary Gliomas can be difficult to discern clinically and radiologically from other
brain lesions (either neoplastic or non-neoplastic) since their clinical manifestations as well …
brain lesions (either neoplastic or non-neoplastic) since their clinical manifestations as well …
Brain tumor detection from images and comparison with transfer learning methods and 3-layer CNN
MZ Khaliki, MS Başarslan - Scientific Reports, 2024 - nature.com
Health is very important for human life. In particular, the health of the brain, which is the
executive of the vital resource, is very important. Diagnosis for human health is provided by …
executive of the vital resource, is very important. Diagnosis for human health is provided by …