Application of radiomics in ischemic stroke.
Jie YangHuabo CaiNing LiuJiajie HuangYun PanBo ZhangMinfeng TongZhongheng ZhangPublished in: The Journal of international medical research (2024)
In recent years, radiomics has emerged as a novel research methodology that plays a crucial role in the diagnosis and treatment of ischemic stroke. By integrating multimodal medical imaging techniques such as computed tomography and magnetic resonance imaging, radiomics offers in-depth insights into aspects such as the extent of brain tissue damage and hemodynamics. These data help physicians to accurately assess patient condition, select optimal treatment strategies, and predict recovery trajectories and long-term prognoses, thereby enhancing treatment efficacy and reducing the risk of complications. With the anticipated further advancements in radiomic technology, this methodology has great potential for expanded applications in the early detection, treatment, and prognosis of ischemic stroke. The present narrative review explores the burgeoning field of radiomics and its transformative impact on ischemic stroke.
Keyphrases
- magnetic resonance imaging
- contrast enhanced
- computed tomography
- atrial fibrillation
- lymph node metastasis
- healthcare
- primary care
- high resolution
- oxidative stress
- depressive symptoms
- machine learning
- risk assessment
- mass spectrometry
- replacement therapy
- multiple sclerosis
- climate change
- fluorescence imaging
- human health
- pet ct
- data analysis