Test-retest repeatability of myocardial radiomic features from quantitative cardiac magnetic resonance T1 and T2 mapping

D Marfisi, M Giannelli, C Marzi, J Del Meglio… - Magnetic Resonance …, 2024 - Elsevier
Radiomics of cardiac magnetic resonance (MR) imaging has proved to be potentially useful
in the study of various myocardial diseases. Therefore, assessing the repeatability degree in …

Texture analysis of native T1 images as a novel method for non-invasive assessment of heart failure with preserved ejection fraction in end-stage renal disease …

T Zhang, D An, H Zhou, Z Ni, Q Wang, B Chen, R Lu… - European …, 2023 - Springer
Objectives To explore the diagnostic potential of texture analysis applied to native T1 maps
obtained from cardiac magnetic resonance (CMR) images for the assessment of heart failure …

[PDF][PDF] Artificial intelligence and cardiovascular imaging: A win-win combination.

LP Badano, DM Keller, D Muraru… - Anatolian Journal of …, 2020 - jag.journalagent.com
Rapid development of artificial intelligence (AI) is gaining grounds in medicine. Its huge
impact and inevitable necessity are also reflected in cardiovascular imaging. Although AI …

[HTML][HTML] The Incremental Value of Native T1 Mapping-Derived Radiomics for The Diagnosis of Amyloid Light-Chain Cardiac Amyloidosis

Q Ma, J Chen, L Cao, X Wu, Z Tan, H Liu - Academic Radiology, 2024 - Elsevier
Rationale and Objectives This study aimed to assess the incremental diagnostic value of
non-contrast T1 mapping-derived radiomics in patients with amyloid light-chain cardiac …

[PDF][PDF] MRI 影像组学在心脏疾病中的研究进展

伍希, 唐玲玲, 胡云涛, 贾清, 刘念, 黄小华, 孙家瑜 - 磁共振成像, 2021 - med-sci.cn
影像组学从标准医学图像中高通量挖掘, 提取并分析纹理特征, 实现对不同疾病下心肌异质性的
定量分析, 从而提高心脏疾病诊断准确性, 提供更精准治疗方案及评估疾病预后 …

Diagnosis of myocarditis at cardiac MRI: the continuing quest for improved tissue characterization

A de Roos - Radiology, 2019 - pubs.rsna.org
In this issue of Radiology, Baessler et al (7) applied texture analysis to myocardial T1 and T2
maps of myocarditis with acute and chronic symptoms of heart failure. Their study expands …

Radiomics Detection of Pulmonary Hypertension via Texture-Based Assessments of Cardiac MRI: A Machine-Learning Model Comparison—Cardiac MRI Radiomics …

S Priya, T Aggarwal, C Ward, G Bathla, M Jacob… - Journal of clinical …, 2021 - mdpi.com
The role of reliable, non-invasive imaging-based recognition of pulmonary hypertension
(PH) remains a diagnostic challenge. The aim of the current pilot radiomics study was to …

Signal and texture features from T2 maps for the prediction of mild cognitive impairment to Alzheimer's disease progression

AI Trejo-Castro, RA Caballero-Luna, JA Garnica-López… - Healthcare, 2021 - mdpi.com
Early detection of Alzheimer's disease (AD) is crucial to preserve cognitive functions and
provide the opportunity for patients to enter clinical trials. In recent years, some studies have …

[PDF][PDF] MRI 纹理分析预测心肌淀粉样变有无延迟强化的价值初探

伍希, 唐露, 邓巧, 吴韬, 刘念, 张天静, 陈玉成… - 磁共振成像, 2021 - med-sci.cn
目的探讨磁共振成像(magnetic resonance imaging, MRI) 纹理分析在预测心肌淀粉样变(
cardiac amyloidosis, CA) 有无延迟强化中的应用价值. 材料与方法回顾性分析经病理证实的CA …

Recent Progress of Cardiac MRI for Nuclear Medicine Professionals

YH Choe, SM Kim - Nuclear Medicine and Molecular Imaging, 2024 - Springer
Recent technical innovation enables faster and more reliable cardiac magnetic resonance
(CMR) imaging than before. Artificial intelligence is used in improving image resolution, fast …