Not always. Legacy software that doesn't use an installer won't show up. The difference between early version Windows and now is like comparing a straight six chevy to a modern hybrid.
There are enhanced task managers that show all processes and relations so that you can see what is running, but even then some malware uses false names. Going through each and every executable on recent systems and verifying them and deleting unwanted ones would take ages and be extremely difficult.
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