BEGIN:VCALENDAR VERSION:2.0 PRODID:-//Drupal iCal API//EN X-WR-CALNAME:Events items teaser BEGIN:VEVENT UID:633f917eea51d DTSTART;TZID=America/Toronto:20220817T120000 SEQUENCE:0 TRANSP:TRANSPARENT DTEND;TZID=America/Toronto:20220817T130000 SUMMARY:IQC Student Seminar featuring Manoj R. Naick CLASS:PUBLIC DESCRIPTION:Summary \n\nQUANTUM MACHINE LEARNING PREDICTION MODEL FOR RETIN AL CONDITIONS:\nPERFORMANCE ANALYSIS\n\nQuantum machine learning predictiv e models are emerging and in this\nstudy we developed a classifier to infe r the ophthalmic disease from\nOCT images. We used OCT images of the retin a in  vision threatening\nconditions such as choroidal neovascularization (CNV) and diabetic\nmacular edema (DME). PennyLane an open-source softwar e tool based on\nthe concept of quantum differentiable programming was use d mainly to\ntrain the quantum circuits. The training was tested on an IBM 5 qubits\nSystem “ibmq_belem” and 32 qubits simulator\n“ibmq_qasm_s imulator”. The results are promising. \n DTSTAMP:20221007T023958Z END:VEVENT END:VCALENDAR