The "Lost Books of the Bible" include writings like the Gospel of Thomas, the Book of Enoch, and the Apocalypse of Peter. Some were excluded due to doubts about authenticity, theological disagreements, or historical context. Many of these books provide unique insights into early Christian and Jewish thought but aren't considered scripture by most religious traditions.