The other conditions that a doctor needs to rule out when diagnosing Bipolar Disorder are Major depressive disorder (MDD), Schizophrenia, Anxiety disorders, Substance abuse issues, Borderline personality disorder, Attention-Deficit/Hyperactivity Disorder (ADHD), and Oppositional Defiant Disorder (ODD).