| CPC A61B 17/1604 (2013.01) [A61B 1/00006 (2013.01); A61B 1/00013 (2013.01); A61B 1/0005 (2013.01); A61B 1/015 (2013.01); A61B 1/04 (2013.01); A61B 1/045 (2013.01); A61B 1/317 (2013.01); A61B 17/00234 (2013.01); A61B 18/148 (2013.01); A61B 18/22 (2013.01); A61M 13/003 (2013.01); G06T 7/0012 (2013.01); G16H 30/20 (2018.01); H04N 7/183 (2013.01); H04N 23/52 (2023.01); H04N 23/56 (2023.01); H04N 23/61 (2023.01); H04N 23/74 (2023.01); A61B 2017/00367 (2013.01); A61B 2018/00589 (2013.01); A61B 2018/00595 (2013.01); A61B 2018/00982 (2013.01); A61B 2217/005 (2013.01); A61B 2217/007 (2013.01); A61B 2218/002 (2013.01); G05D 7/0676 (2013.01); G05D 16/2066 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/10068 (2013.01); G06T 2207/10152 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30004 (2013.01); G06T 2207/30168 (2013.01); H04N 23/555 (2023.01)] | 22 Claims |

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1. A component of an endoscopic system comprising:
one or more circuits to:
receive image data of a present view of an area to be addressed, the image data provided by an endoscope configured to access an area to be addressed;
process the image data, utilizing a neural network, to determine a characteristic of the present view, the neural network configured by:
receiving previous image data comprising previous endoscopic images;
receiving indications of characteristics of the previous images; and
updating, using machine learning and based on the previous endoscopic images and the indications, the neural network to automatically determine the characteristic of the present view; and
adjust operation of a medium management system according to the characteristic of the present view, the medium management system to manage a viewing medium at an area to be addressed.
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