Current Update on DWI-MRI and Its Radiomics in Liver Fibrosis—A Review of the Literature
Introduction: Diffusion-weighted imaging (DWI) is a non-invasive technique for acquiring liver pathology data and characterizing liver lesions. This modality shows promise for applications in the initial diagnosis and monitoring of liver diseases, providing valuable insights for clinical assessment...
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MDPI AG
2025-05-01
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| Series: | Tomography |
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| Online Access: | https://www.mdpi.com/2379-139X/11/6/63 |
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| author | Ali S. Alyami |
| author_facet | Ali S. Alyami |
| author_sort | Ali S. Alyami |
| collection | DOAJ |
| description | Introduction: Diffusion-weighted imaging (DWI) is a non-invasive technique for acquiring liver pathology data and characterizing liver lesions. This modality shows promise for applications in the initial diagnosis and monitoring of liver diseases, providing valuable insights for clinical assessment and treatment strategies. Intravoxel incoherent motion (IVIM), diffusion kurtosis imaging (DKI), and diffusion tensor imaging (DTI) are advanced forms of DWI. These techniques have proven effective for assessing liver lesions, including liver tumors and fibrosis. However, the results can be inconsistent. Thus, it is essential to summarize the current applications of these methods in liver fibrosis, identify existing limitations, and suggest future directions for development. Methods: This review assessed studies concerning liver DWI and its applications published in the PubMed database over the last nine years. It presents these techniques’ fundamental principles and key factors before discussing their application in liver fibrosis. Results and conclusions: It has been observed that advanced DWI sequences remain unreliable in ensuring the robustness and reproducibility of measurements when assessing liver fibrosis grades, due to inconsistent results and significant overlap among these techniques across different stages of fibrotic conditions. |
| format | Article |
| id | doaj-art-c2098ade8abf477f9ca0c563829b29ac |
| institution | Kabale University |
| issn | 2379-1381 2379-139X |
| language | English |
| publishDate | 2025-05-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Tomography |
| spelling | doaj-art-c2098ade8abf477f9ca0c563829b29ac2025-08-20T03:26:56ZengMDPI AGTomography2379-13812379-139X2025-05-011166310.3390/tomography11060063Current Update on DWI-MRI and Its Radiomics in Liver Fibrosis—A Review of the LiteratureAli S. Alyami0Department of Diagnostic Radiography Technology, College of Nursing and Health Sciences, Jazan University, Jazan 45142, Saudi ArabiaIntroduction: Diffusion-weighted imaging (DWI) is a non-invasive technique for acquiring liver pathology data and characterizing liver lesions. This modality shows promise for applications in the initial diagnosis and monitoring of liver diseases, providing valuable insights for clinical assessment and treatment strategies. Intravoxel incoherent motion (IVIM), diffusion kurtosis imaging (DKI), and diffusion tensor imaging (DTI) are advanced forms of DWI. These techniques have proven effective for assessing liver lesions, including liver tumors and fibrosis. However, the results can be inconsistent. Thus, it is essential to summarize the current applications of these methods in liver fibrosis, identify existing limitations, and suggest future directions for development. Methods: This review assessed studies concerning liver DWI and its applications published in the PubMed database over the last nine years. It presents these techniques’ fundamental principles and key factors before discussing their application in liver fibrosis. Results and conclusions: It has been observed that advanced DWI sequences remain unreliable in ensuring the robustness and reproducibility of measurements when assessing liver fibrosis grades, due to inconsistent results and significant overlap among these techniques across different stages of fibrotic conditions.https://www.mdpi.com/2379-139X/11/6/63liver fibrosisassessmentDWIIVIM-DWI |
| spellingShingle | Ali S. Alyami Current Update on DWI-MRI and Its Radiomics in Liver Fibrosis—A Review of the Literature Tomography liver fibrosis assessment DWI IVIM-DWI |
| title | Current Update on DWI-MRI and Its Radiomics in Liver Fibrosis—A Review of the Literature |
| title_full | Current Update on DWI-MRI and Its Radiomics in Liver Fibrosis—A Review of the Literature |
| title_fullStr | Current Update on DWI-MRI and Its Radiomics in Liver Fibrosis—A Review of the Literature |
| title_full_unstemmed | Current Update on DWI-MRI and Its Radiomics in Liver Fibrosis—A Review of the Literature |
| title_short | Current Update on DWI-MRI and Its Radiomics in Liver Fibrosis—A Review of the Literature |
| title_sort | current update on dwi mri and its radiomics in liver fibrosis a review of the literature |
| topic | liver fibrosis assessment DWI IVIM-DWI |
| url | https://www.mdpi.com/2379-139X/11/6/63 |
| work_keys_str_mv | AT alisalyami currentupdateondwimrianditsradiomicsinliverfibrosisareviewoftheliterature |