From Images to Genes: Radiogenomics Based on Artificial Intelligence to Achieve Non‐Invasive Precision Medicine in Cancer Patients
Y Guo, T Li, B Gong, Y Hu, S Wang, L Yang… - Advanced …, 2024 - Wiley Online Library
With the increasing demand for precision medicine in cancer patients, radiogenomics
emerges as a promising frontier. Radiogenomics is originally defined as a methodology for …
emerges as a promising frontier. Radiogenomics is originally defined as a methodology for …
The Convergence of Radiology and Genomics: Advancing Breast Cancer Diagnosis with Radiogenomics
D Demetriou, Z Lockhat, L Brzozowski, KS Saini… - Cancers, 2024 - mdpi.com
Simple Summary Significant strides have been made in the understanding and
management of breast cancer (BC), yet it remains a pervasive and life-threatening illness …
management of breast cancer (BC), yet it remains a pervasive and life-threatening illness …
Radiogenomics analysis reveals the associations of dynamic contrast-enhanced–MRI features with gene expression characteristics, PAM50 subtypes, and prognosis …
Background To investigate reliable associations between dynamic contrast-enhanced
magnetic resonance imaging (DCE-MRI) features and gene expression characteristics in …
magnetic resonance imaging (DCE-MRI) features and gene expression characteristics in …
Conditional generative adversarial network driven radiomic prediction of mutation status based on magnetic resonance imaging of breast cancer
Abstract Background Breast Cancer (BC) is a highly heterogeneous and complex disease.
Personalized treatment options require the integration of multi-omic data and consideration …
Personalized treatment options require the integration of multi-omic data and consideration …
XAI Unveiled: Revealing the Potential of Explainable AI in Medicine-A Systematic Review
Nowadays, artificial intelligence in medicine plays a leading role. This necessitates the need
to ensure that artificial intelligence systems are not only high-performing but also …
to ensure that artificial intelligence systems are not only high-performing but also …
Multimodal prediction of breast cancer using radiogenomics and clinical trials with decision fusion
N Ramkumar, GS Sadasivam… - Journal of Intelligent & …, 2023 - content.iospress.com
Multimodal analysis focuses on the internal and external manifestations of cancer cells to
provide physicians, oncologists and surgeons with timely information on personalized …
provide physicians, oncologists and surgeons with timely information on personalized …