Inpatient care is typically required in several scenarios, such as when patients experience severe side effects from cancer treatments, need complex surgeries, or have comorbid conditions that require close monitoring. It is also necessary for patients undergoing experimental treatments or clinical trials, as these often require intensive observation and management.