Automated quantitative tumour response assessment of MRI in neuro-oncology with artificial neural networks: a multicentre, retrospective study
P Kickingereder, F Isensee, I Tursunova… - The Lancet …, 2019 - thelancet.com
… automated quantitative analysis of MRI in neuro-oncology. … automated quantitative assessment
of tumour response to overcome the inherent limitations of manual assessment of tumour …
of tumour response to overcome the inherent limitations of manual assessment of tumour …
Artificial intelligence (AI)-based decision support improves reproducibility of tumor response assessment in neuro-oncology: An international multi-reader study
… artificial intelligence (AI)-based decision support with automated volumetric quantification of
tumor burden on MRI … sub-compartments can offer the basis for generating quantitative and …
tumor burden on MRI … sub-compartments can offer the basis for generating quantitative and …
Artificial Intelligence for Response Assessment in Neuro Oncology (AI-RANO), part 1: review of current advancements
… of brain tumours using multi-parametric structural MRI scans, … tumour segmentations
for quantitative tumour response … of automated tumour response assessment in neuro-oncology. …
for quantitative tumour response … of automated tumour response assessment in neuro-oncology. …
[PDF][PDF] AI-based decision support improves reproducibility of tumor response assessment in neuro-oncology: an international multi-reader study
… Automated quantitative tumour response assessment of MRI in neuro-oncology with
artificial neural networks: a multicentre, retrospective study. Lancet Oncol. 2019; 20(5):728-740. …
artificial neural networks: a multicentre, retrospective study. Lancet Oncol. 2019; 20(5):728-740. …
MRI biomarkers in neuro-oncology
M Smits - Nature Reviews Neurology, 2021 - nature.com
… for the automated assessment of treatment response. In a … use of quantitative imaging in
neuro-oncology, none of the … issues can be overcome by artificial intelligence-based solutions …
neuro-oncology, none of the … issues can be overcome by artificial intelligence-based solutions …
Emerging applications of artificial intelligence in neuro-oncology
… to conventional and advanced neuro-oncology MRI data can … on visual assessment of
images in subjective and qualitative … to multimodal preoperative MRI trained on automated cell …
images in subjective and qualitative … to multimodal preoperative MRI trained on automated cell …
Artificial Intelligence for Response Assessment in Neuro Oncology (AI-RANO), part 2: recommendations for standardisation, validation, and good clinical practice
… that can facilitate reproducible quantitative analyses, and … widely used for MRI scans on the
basis of the International Brain Tumor … Furthermore, segmentations generated by automated …
basis of the International Brain Tumor … Furthermore, segmentations generated by automated …
Traditional and advanced AI methods used in the area of neuro-oncology
… shift, with the integration of artificial intelligence (AI) and … Moreover, AI's automated analysis
facilitates data comparability … through DL and magnetic resonance imaging (MRI) integration. …
facilitates data comparability … through DL and magnetic resonance imaging (MRI) integration. …
… ”: Integrating Multimodal Advanced Neuroimaging/AI Tools Towards Creating a Robust and Therapy Agnostic Model for Response Assessment in Neuro-Oncology
… of qualitative nonenhancing tumor assessment requirements … artificial intelligence (AI) tools
in a multiparametric approach. … MRI for the assessment of early-treatment response in newly …
in a multiparametric approach. … MRI for the assessment of early-treatment response in newly …
Artificial intelligence in neuro-oncology: advances and challenges in brain tumor diagnosis, prognosis, and precision treatment
… leveraging MRI images for automated detection and tumor … subtypes of tumors, providing
quantitative measurements, and … tumors from necrotic regions, all while ensuring automated …
quantitative measurements, and … tumors from necrotic regions, all while ensuring automated …