Survey of explainable AI techniques in healthcare

A Chaddad, J Peng, J Xu, A Bouridane - Sensors, 2023 - mdpi.com
Artificial intelligence (AI) with deep learning models has been widely applied in numerous
domains, including medical imaging and healthcare tasks. In the medical field, any judgment …

Deep learning with radiomics for disease diagnosis and treatment: challenges and potential

X Zhang, Y Zhang, G Zhang, X Qiu, W Tan, X Yin… - Frontiers in …, 2022 - frontiersin.org
The high-throughput extraction of quantitative imaging features from medical images for the
purpose of radiomic analysis, ie, radiomics in a broad sense, is a rapidly developing and …

Role of artificial intelligence in radiogenomics for cancers in the era of precision medicine

S Saxena, B Jena, N Gupta, S Das, D Sarmah… - Cancers, 2022 - mdpi.com
Simple Summary Recently, radiogenomics has played a significant role and offered a new
understanding of cancer's biology and behavior in response to standard therapy. It also …

A fully automated multimodal MRI-based multi-task learning for glioma segmentation and IDH genotyping

J Cheng, J Liu, H Kuang, J Wang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The accurate prediction of isocitrate dehydrogenase (IDH) mutation and glioma
segmentation are important tasks for computer-aided diagnosis using preoperative …

Brain tumor characterization using radiogenomics in artificial intelligence framework

B Jena, S Saxena, GK Nayak, A Balestrieri, N Gupta… - Cancers, 2022 - mdpi.com
Simple Summary Radiogenomics is a relatively new advancement in the understanding of
the biology and behaviour of cancer in response to conventional treatments. One of the most …

Artificial intelligence in brain tumor imaging: a step toward personalized medicine

M Cè, G Irmici, C Foschini, GM Danesini, LV Falsitta… - Current …, 2023 - mdpi.com
The application of artificial intelligence (AI) is accelerating the paradigm shift towards patient-
tailored brain tumor management, achieving optimal onco-functional balance for each …

Applications of radiomics and radiogenomics in high-grade gliomas in the era of precision medicine

A Fathi Kazerooni, SJ Bagley, H Akbari, S Saxena… - Cancers, 2021 - mdpi.com
Simple Summary Radiomics and radiogenomics offer new insight into high-grade glioma
biology, as well as into glioma behavior in response to standard therapies. In this article, we …

[HTML][HTML] Clinical management and survival outcomes of patients with different molecular subtypes of diffuse gliomas in China (2011–2017): a multicenter retrospective …

K Zhang, X Liu, G Li, X Chang, S Li, J Chen… - Cancer biology & …, 2022 - ncbi.nlm.nih.gov
Objective: We aimed to summarize the clinicopathological characteristics and prognostic
features of various molecular subtypes of diffuse gliomas (DGs) in the Chinese population …

Artificial intelligence and precision medicine: a new frontier for the treatment of brain tumors

AK Philip, BA Samuel, S Bhatia, SAM Khalifa… - Life, 2022 - mdpi.com
Brain tumors are a widespread and serious neurological phenomenon that can be life-
threatening. The computing field has allowed for the development of artificial intelligence …

Artificial intelligence in brain tumour surgery—an emerging paradigm

S Williams, H Layard Horsfall, JP Funnell… - Cancers, 2021 - mdpi.com
Simple Summary Artificial intelligence (AI) is the branch of computer science that enables
machines to learn, reason, and problem solve. In recent decades, AI has been developed …