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This lecture provides an overview and comparison of various bio-imaging modalities, focusing on contrast mechanisms, limitations, SNR, reconstruction, and contrast agents. It covers CT, SPECT, PET, and MRI, discussing their strengths and weaknesses in imaging different tissues and organs.