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 Our primary focus is to merge cutting-edge technologies and explore the potential of
integrating Optical Feedback Interferometry (OFI), into Photonic Integrated Circuits (PICs). This integration aims to create compact, portable, and high resolution imaging systems for improved diagnostics. Additionally, we seek to apply Single Pixel Imaging (SPI) and Artificial Intelligence (AI) to enhance scanless imaging, reduce image noise, and improve overall image resolution. Our ultimate goal is to improve healthcare diagnostics through these innovative approaches. This study is conducted within the scope of the Italian national project: PRIN project, in collaboration with the research team from Politecnico di Torino, the group from Università di Bari Aldo Moro, and Politecnico di Bari.