The Simon and Schuster book is currently number five on the New York Times' paperback nonfiction list after first being published in 2012, reported the New York Post.
The film will see Twilight' actress Dakota Fanning in a leading role.
The memoir follows the author's true story of waking up in a hospital with no memory of the events of the previous month, and piecing together the medical mystery that landed her there.