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+[Embedding Medical Data into Quantum Computing Algorithms](https://www.chemicalqdevice.com/embedding-medical-data-into-quantum-computing-algorithms) PDF 6/25/23.
+
+Two data options exist when utilizing quantum algorithms for potential performance benefits. The first method
+is to obtain quantum data through methods such as quantum sensing. This type of data is naturally already
+embedded in a “Hilbert space”, but cannot easily be stored yet due to current QRAM limitations, see Figure 1.
+Data that can be directly analyzed on a quantum device is desired for performance improvement opportunities
+in medical data analysis. <br>
+
+The second method uses readily available classical medical data, and must be correctly mapped using an
+embedding layer to a Hilbert space. Several papers and related works have utilized medical images with
+quantum algorithms to more closely study binary and multiclass image classifications as shown in Figure 2.