All your highlights and notes are recorded permanently here:
https://kindle.amazon.com/your_reading
Plus, completed books have flash card reviews permanently available here:
https://kindle.amazon.com/refresh/f/1
If you have the Kindle for PC Application, you can go directly from those resources to their location in the book.
Its possible even more information may become available at those two sites.