Medical officers play a critical role in suicide prevention by conducting risk assessments, providing immediate intervention, referring patients to mental health specialists, and implementing evidence-based prevention programs. The "Preventing Suicide: A Resource for Non-Fatal Suicidal Behaviour Case Registration" offers guidelines for effective prevention.