Generative AI for Bone Scintigraphy Image Synthesis and Enhanced Deep Learning Model Generalization in Data-Constrained Settings

Breakthrough Applications of Generative Artificial Intelligence in Nuclear Medicine: Exploring the Potential of Synthetic Bone Scintigraphy Images and Their Application in Deep Learning Background and Research Questions In recent years, the rapid development of Artificial Intelligence (AI) has revolutionized medical imaging analysis. For instance, ...

Robotics and Optical Coherence Tomography: Current Works and Future Perspectives

The Combination of Optical Coherence Tomography and Robotics: Current Research and Future Perspectives Academic Background Optical Coherence Tomography (OCT) is a non-invasive, high-resolution optical imaging technique that has been widely used in the field of biomedical imaging since its invention. It provides micrometer-level visualization of tis...

Recording Dynamic Facial Micro-Expressions with a Multi-Focus Camera Array

High-Resolution Dynamic Facial Micro-Expression Capture: Innovations in Multi-Focus Camera Array Background and Research Issues Capturing high-quality dynamic facial images is of critical importance in various fields such as biomedicine, emotion recognition, disease diagnosis, surgical outcome evaluation, facial prosthetic design, and genetic featu...

Increased Emergency Department Medical Imaging: Association with Short-Term Exposures to Ambient Heat and Particulate Air Pollution

The Relationship Between Climate Change and Emergency Medical Imaging Utilization Academic Background Climate change and related environmental exposures have significantly impacted human health, leading to increased demand for healthcare services. High-temperature exposure and poor air quality are closely associated with increased emergency departm...