Benchmarking various radiomic toolkit features while applying the image biomarker standardization initiative toward clinical translation of radiomic analysis
… We conclude that radiomic features calculated using different software … are fixed in CaPTk
and LIFEx, we compare the agreement of these 5 features first to confirm that preprocessing …
and LIFEx, we compare the agreement of these 5 features first to confirm that preprocessing …
Benchmarking features from different radiomics toolkits/toolboxes using Image Biomarkers Standardization Initiative
… We conclude that radiomic features calculated using different software … are fixed in CaPTk
and LIFEx, we compare the agreement of these 5 features first to confirm that preprocessing …
and LIFEx, we compare the agreement of these 5 features first to confirm that preprocessing …
[HTML][HTML] Matradiomics: A novel and complete radiomics framework, from image visualization to predictive model
… must switch to external software to perform feature selection and machine learning. … feature
extraction process, while LIFEx integrates segmentation algorithms and the feature extraction …
extraction process, while LIFEx integrates segmentation algorithms and the feature extraction …
[HTML][HTML] Reliability and prognostic value of radiomic features are highly dependent on choice of feature extraction platform
I Fornacon-Wood, H Mistry, CJ Ackermann… - … radiology, 2020 - Springer
… radiomic features calculated from four software … calculation settings and (c) LIFEx version
5.47 versus 5.1 with harmonised calculation settings (NB: area is not calculated in LIFEx …
5.47 versus 5.1 with harmonised calculation settings (NB: area is not calculated in LIFEx …
Computed tomography (CT)-derived radiomic features differentiate prevascular mediastinum masses as thymic neoplasms versus lymphomas
… Radiomics consists of calculation of a multitude of parameters, which capture the intensity …
13 features radiomic resulted reproducible when comparing the segmentation software (LIFEx …
13 features radiomic resulted reproducible when comparing the segmentation software (LIFEx …
Diagnosing postoperative lymph node metastasis in thyroid cancer with multimodal radiomics and clinical features
X Fan, H Zhang, Z Wang, X Zhang, S Qin… - Digital …, 2024 - journals.sagepub.com
… CT and PET images were imported into LIFEx software, with … Logistic regression was used
to calculate the radiomics score… of life and prognosis have often been overlooked. Through the …
to calculate the radiomics score… of life and prognosis have often been overlooked. Through the …
[HTML][HTML] CT and MRI radiomic features of lung cancer (NSCLC): comparison and software consistency
C Bortolotto, A Pinto, F Brero, G Messana… - European Radiology …, 2024 - Springer
… LIFEx and PyRadiomics software for two different imaging techniques, explored the correlation
between CT-MRI corresponding features calculated with such software, … and LIFEx are …
between CT-MRI corresponding features calculated with such software, … and LIFEx are …
Using Commercial and Open-Source Tools for Artificial Intelligence: A Case Demonstration on a Complete Radiomics Pipeline
E Stamoulou, C Spanakis, K Nikiforaki… - Introduction to Artificial …, 2023 - Springer
… great promise toward accelerating personalized diagnosis … , whereas LIFEx is an IBSI
compliant freeware tool with its own … in the radiomics extraction section, radiomics features need …
compliant freeware tool with its own … in the radiomics extraction section, radiomics features need …
Radiomics analysis of [18F]FDG PET/CT for microvascular invasion and prognosis prediction in very-early- and early-stage hepatocellular carcinoma
Y Li, Y Zhang, Q Fang, X Zhang, P Hou, H Wu… - … and molecular imaging, 2021 - Springer
… Texture features from patients obtained using Lifex software … the most useful predictive
features of MVI and DFS. Then, the … In this study, the extraction of advanced PET imaging features …
features of MVI and DFS. Then, the … In this study, the extraction of advanced PET imaging features …
Relationship between the overall survival in glioblastomas and the radiomic features of intraoperative ultrasound: a feasibility study
S Cepeda, S García-García, I Arrese… - 2022 - Springer
… After preprocessing, segmentation and extraction of radiomic features were performed
with LIFEx software. An evaluation of semantic segmentation was carried out using the Dice …
with LIFEx software. An evaluation of semantic segmentation was carried out using the Dice …