Radiomics in neuro-oncology: Basics, workflow, and applications
P Lohmann, N Galldiks, M Kocher, A Heinzel, CP Filss… - Methods, 2021 - Elsevier
… , is termed radiomics. This review article summarizes the basics, the current workflow, and
methods used in radiomics with a focus on feature-based radiomics in neuro-oncology and …
methods used in radiomics with a focus on feature-based radiomics in neuro-oncology and …
Radiomics in neuro-oncological clinical trials
… status of radiomics, discusses its potential and limitations, envisions its future role in clinical
… in neuro-oncology, and provides guidance on how to address the challenges in radiomics. …
… in neuro-oncology, and provides guidance on how to address the challenges in radiomics. …
Clinical applications of artificial intelligence and radiomics in neuro-oncology imaging
… applications of artificial intelligence (AI) and radiomics in the field of neuro-oncology. A
variety of AI and radiomics utilized conventional and advanced techniques to differentiate brain …
variety of AI and radiomics utilized conventional and advanced techniques to differentiate brain …
Potential and limitations of radiomics in neuro-oncology
… In this article, we provide an overview of the major steps in radiomic studies. We … in radiomics
in neuro-oncology. In addition, we describe major limitations inherent to radiomic pipelines …
in neuro-oncology. In addition, we describe major limitations inherent to radiomic pipelines …
Introduction to radiomics and radiogenomics in neuro-oncology: implications and challenges
… an introduction to radiomic and radiogenomic approaches in neurooncology, including a …
models in neurooncology applications. Lastly, we discuss the promise of radiomics and …
models in neurooncology applications. Lastly, we discuss the promise of radiomics and …
Machine learning-based radiomics in neuro-oncology
… Radiomics has advanced our understanding of neuro-oncology by seeking associations
between the imaging domain and other disciplines, and hence evolved into a vital part of multi-…
between the imaging domain and other disciplines, and hence evolved into a vital part of multi-…
A systematic review reporting quality of radiomics research in neuro-oncology: toward clinical utility and quality improvement using high-dimensional imaging features
… , radiomics studies in neuro-oncologic imaging were evaluated in respect to the quality of
both the science and the reporting, using radiomics quality score. Overall, radiomics studies …
both the science and the reporting, using radiomics quality score. Overall, radiomics studies …
Radiomics and radiogenomics in pediatric neuro-oncology: a review
… In this section, we will review radiomics and radiogenomics studies in pediatric neuro-oncology
(summarized in Table 1). We have grouped studies by their endpoint, resulting in four …
(summarized in Table 1). We have grouped studies by their endpoint, resulting in four …
A spotlight on the role of radiomics and machine-learning applications in the management of intracranial meningiomas: a new perspective in neuro-oncology: a review
L Brunasso, G Ferini, L Bonosi, R Costanzo, S Musso… - Life, 2022 - mdpi.com
… up new perspectives in neuro-oncology, in the so-called radiomics field. Radiomics offer new
… study) concerning the application of radiomics method in the preoperative diagnostic and …
… study) concerning the application of radiomics method in the preoperative diagnostic and …
Artificial intelligence, radiomics, and deep learning in neuro-oncology
N Galldiks, G Zadeh, P Lohmann - Neuro-oncology advances, 2020 - academic.oup.com
… radiomics in Neuro-Oncology including a profound discussion on implications and
challenges.Feature-based radiomics … radiomics is “Radiogenomics.” It allows statistical …
challenges.Feature-based radiomics … radiomics is “Radiogenomics.” It allows statistical …
相关搜索
- artificial intelligence and radiomics neuro oncology
- translation of radiomics neuro oncology
- role of radiomics neuro oncology
- radiogenomics in neuro oncology
- machine learning in neuro oncology
- diagnostic biomarkers neuro oncology
- imaging features neuro oncology
- deep learning neuro oncology
- mri biomarkers neuro oncology
- radiomics in radiation oncology
- clinical applications neuro oncology
- imaging methods neuro oncology
- clinical utility neuro oncology
- quality improvement neuro oncology
- management of intracranial meningiomas neuro oncology
- systematic review neuro oncology