Webhyperspectral and molecular imaging technologies are on the rise, driven by the demand for more detailed and accurate diagnostic information. Webexpertise in diagnostic modalities such as computed tomography (ct), magnetic resonance imaging (mri), positron emission tomography (pet), ultrasound,. Webadvances in associate research branches highlighted in this study promise to revolutionize imaging informatics as known today across the healthcare continuum enabling informed,. Webby harnessing the power of ai, medical professionals can leverage the wealth of information contained within medical images to provide accurate diagnoses,. Webwe argue for refinement of ai imaging studies via consistent selection of clinically meaningful endpoints such as survival, symptoms, and need for treatment. Webthis review evaluates the role of artificial intelligence (ai) in transforming diagnostic imaging in healthcare. Ai has the potential to enhance accuracy and. Webour aim was to evaluate the diagnostic accuracy of dl algorithms to identify pathology in medical imaging. Searches were conducted in medline and embase up to.