This paper proposes a hybrid visual analysis system based on quantum operations for X-ray images. Images are pre-processed using Gabor filters, then converted to quantum states in Flexible Representation of Quantum Images format. Image data placed in a 7-qubit system through quantum amplitude encoding is compared with Sobel and Laplacian filters and analyzed based on classical and quantum measurements. Quantum state probabilities are displayed graphically, with schematic American standard code for information interchange and color visualization based on matplotlib. The proposed approach demonstrates the practical possibilities of quantum image encoding based on X-ray images.