[HTML][HTML] Artificial intelligence in oncologic imaging
MM Chen, A Terzic, AS Becker, JM Johnson… - … Journal of Radiology …, 2022 - Elsevier
… has the potential to transform radiology. Though quantitative image analysis existed before
… a small amount of manually processed imaging features. By contrast, radiomics remolds the …
… a small amount of manually processed imaging features. By contrast, radiomics remolds the …
The Role of Artificial Intelligence in Neuro-oncology Imaging
J Soun, LAY Masudathaya, A Biswas… - Machine Learning for …, 2023 - Springer
… While there have been significant advances in neuro-oncology imaging, there remain …
postsurgical cavity and tumors themselves of neuro-oncology patients tend to be highly irregular in …
postsurgical cavity and tumors themselves of neuro-oncology patients tend to be highly irregular in …
Imaging biomarkers for evaluating tumor response: RECIST and beyond
CC Ko, LR Yeh, YT Kuo, JH Chen - Biomarker research, 2021 - Springer
… In neuro-oncology, RECIST has limited use as the unidimensional measurements do not
accurately measure the irregular or asymmetric margins of glioblastoma; besides, it did not take …
accurately measure the irregular or asymmetric margins of glioblastoma; besides, it did not take …
Advancements in neuroimaging to unravel biological and molecular features of brain tumors
… advancements in quantitative neuroimaging of … imaging (PWI), and MR spectroscopy (MRS)
are hereby sifted in order to evaluate the role of quantitative imaging in neuro-oncology as a …
are hereby sifted in order to evaluate the role of quantitative imaging in neuro-oncology as a …
Feature-based PET/MRI radiomics in patients with brain tumors
P Lohmann, AK Meißner, M Kocher… - Neuro-oncology …, 2020 - academic.oup.com
… indications in neuro-oncology, for example, to noninvasively predict relevant biomarkers in
… • Radiomics allows extraction of quantitative imaging parameters from routine imaging data. …
… • Radiomics allows extraction of quantitative imaging parameters from routine imaging data. …
Radionuclides in the Diagnosis and Therapy in Neuro-Oncology
R Núñez - … in the Management of Leptomeningeal Metastasis, 2022 - Springer
… of neuro-oncology, where PET imaging cannot only serve as a sensitive diagnostic tool for
noninvasive studies of tumor characteristics at multiple sites over time but also as an in vivo …
noninvasive studies of tumor characteristics at multiple sites over time but also as an in vivo …
Imaging biomarkers of glioblastoma treatment response: a systematic review and meta-analysis of recent machine learning studies
… power to build neuro-oncology monitoring biomarker models, … to make neuro-oncology
monitoring biomarker models does … radiomic studies to neuro-oncology imaging reflects a recent …
monitoring biomarker models does … radiomic studies to neuro-oncology imaging reflects a recent …
Immunotherapy and response assessment in malignant glioma: Neuro-oncology perspective
SJ Bagley, AS Desai, MLP Nasrallah… - … Resonance Imaging, 2020 - journals.lww.com
… One example of a potential imaging biomarker for use in GBM immunotherapy comes from
the CAR T cell literature. In the IL-13 Rα2 CAR T-cell trial, incorporation of positron emission …
the CAR T cell literature. In the IL-13 Rα2 CAR T-cell trial, incorporation of positron emission …
A new era of neuro-oncology research pioneered by multi-omics analysis and machine learning
S Takahashi, M Takahashi, S Tanaka, S Takayanagi… - Biomolecules, 2021 - mdpi.com
… In this review article, we describe the multi-omics analysis in the field of neuro-oncology,
focusing on the main output and input data. Although the research on neuro-oncology is …
focusing on the main output and input data. Although the research on neuro-oncology is …
Scientific and clinical challenges within neuro-oncology
M Barbaro, HA Fine, RS Magge - World Neurosurgery, 2021 - Elsevier
… imaging biomarker in IDH-mutant tumors. Other imaging modalities, including proton MRS,
thallium MRS, and functional diffusion mapping, are under investigation. Development of …
thallium MRS, and functional diffusion mapping, are under investigation. Development of …