After lengthy discussion, it was decided the patient would continue to be treated in the hospital. which are prepostions and CONJUNCTIONS?

After = preposition
decided = conjunction

You're right -- "after" is a preposition. However, there's another preposition. Please check the site I just posted below.

No -- decided is a verb. It shows an action.

This sentence has no conjunctions.