Registration and quantification network (RQnet) for IVIM‐DKI analysis in MRI
Sign Up to like & getrecommendations! Published in 2022 at "Magnetic Resonance in Medicine"
DOI: 10.1002/mrm.29454
Abstract: A deep learning method is proposed for aligning diffusion weighted images (DWIs) and estimating intravoxel incoherent motion–diffusion kurtosis imaging parameters simultaneously. read more here.
Keywords: rqnet ivim; registration quantification; network rqnet; dki analysis ... See more keywords
Soft tissue sarcoma: IVIM and DKI parameters correlate with Ki-67 labeling index on direct comparison of MRI and histopathological slices
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DOI: 10.1007/s00330-022-08646-1
Abstract: To explore the correlation of parameters derived from intravoxel incoherent motion (IVIM) and diffusion kurtosis imaging (DKI) with Ki-67 labeling index (LI) in soft tissue sarcoma (STS). Forty-one patients with STS underwent IVIM and DKI… read more here.
Keywords: dki parameters; correlation; ivim dki; expression ... See more keywords
Comparison of the Differential Diagnostic Performance of Intravoxel Incoherent Motion Imaging and Diffusion Kurtosis Imaging in Malignant and Benign Thyroid Nodules
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DOI: 10.3389/fonc.2022.895972
Abstract: Objective This study aimed to compare the diagnostic capacity between IVIM and DKI in differentiating malignant from benign thyroid nodules. Material and Methods This study is based on magnetic resonance imaging data of the thyroid… read more here.
Keywords: thyroid nodules; ivim derived; benign thyroid; malignant benign ... See more keywords
Pancreatic Mass Characterization Using IVIM-DKI MRI and Machine Learning-Based Multi-Parametric Texture Analysis
Sign Up to like & getrecommendations! Published in 2023 at "Bioengineering"
DOI: 10.3390/bioengineering10010083
Abstract: Non-invasive characterization of pancreatic masses aids in the management of pancreatic lesions. Intravoxel incoherent motion-diffusion kurtosis imaging (IVIM-DKI) and machine learning-based texture analysis was used to differentiate pancreatic masses such as pancreatic ductal adenocarcinoma (PDAC),… read more here.
Keywords: texture analysis; dki; pdac; ivim dki ... See more keywords