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DTSTART;TZID=America/Toronto:20220817T120000
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URL:https://uwaterloo.ca/institute-for-quantum-computing/events/iqc-student
 -seminar-featuring-manoj-r-naick
LOCATION:QNC - Quantum Nano Centre 200 University Avenue West QNC 1201 Wate
 rloo ON N2L 3G1 Canada
SUMMARY:IQC Student Seminar featuring Manoj R. Naick
CLASS:PUBLIC
DESCRIPTION:QUANTUM MACHINE LEARNING PREDICTION MODEL FOR RETINAL CONDITION
 S:\nPERFORMANCE ANALYSIS\n\nQuantum machine learning predictive models are
  emerging and in this\nstudy we developed a classifier to infer the ophtha
 lmic disease from\nOCT images. We used OCT images of the retina in  visio
 n threatening\nconditions such as choroidal neovascularization (CNV) and d
 iabetic\nmacular edema (DME). PennyLane an open-source software tool based
  on\nthe concept of quantum differentiable programming was used mainly to\
 ntrain the quantum circuits. The training was tested on an IBM 5 qubits\nS
 ystem “ibmq_belem” and 32 qubits simulator\n“ibmq_qasm_simulator”.
  The results are promising. 
DTSTAMP:20260408T234752Z
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