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+[Explainable Neuroimaging AI ML for FDA; Prospective QML](https://www.chemicalqdevice.com/explainable-neuroimaging-ai-ml-for-fda-prospective-qml) PDF + Discussion 12/29/22.
+
+Greetings Colleague,
+
+I hope 2022 has been a productive year for you. The ChemicalQDevice Year End Summary - 2022 video is now available [online](https://www.youtube.com/watch?v=5ti6qWUUiIw&t=1s):
+
+Enhanced Alzheimer's Disease Prediction methods and Better Quality Neuroimages continue to be in demand for both patients and physicians. In 2022, ChemicalQDevice focused on the area of Quantum Machine Learning Neuroimaging (QMLN) to prospectively address these concerns. 
+
+Newsletters and slide decks featuring Literature reviews were made available to local leaders in business, government, and academia. Virtual speaking engagements by Mr. Kawchak extended to Washington D.C., London, and Chicago. More recently, Fortune 100 Leaders in Industry have continued to express interest in the Startup. 
+
+Several 2023-2026 preliminary timelines regarding Stage I, II, and III products for partnership considerations were presented in the attached deck (Slides 2-8/94) - Including a 1 hr [discussion](https://www.youtube.com/watch?v=00iuOBAr_3A).
+
+Enjoy the 2023 New Year's Celebrations. 
+
+-- <br>
+CEO Kevin Kawchak <br>
+ChemicalQDevice <br>
+December 30th, 2022 <br>