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2 μs with over 95% end-to-end accuracy by using a QCNN, while the cells are imaged at throughput exceeding 29,200 cells/s. Our QCNN design is modular and is readily adaptable to other QCNNs with different latency and resource requirements.As most of the bio-molecules sizes are comparable to the terahertz (THz) wavelength, this frequency range has spurred great attention for bio-medical and bio-sensing applications. Utilizing such capabilities of THz electromagnetic wave, this paper presents the design and analysis of a new non-intrusive