Purpose: Approximately 30% of the patients who received intervention from a palliative care team for problematic symptoms (e.g., pain, nausea, depression) also underwent rehabilitation at our acute hospital. We investigated their changes in activities of daily living (ADLs) and outcomes (i.e., death, changing hospitals, or being discharged to their homes). Method: We retrospectively analyzed the patients’ medical records data to examine patient training content, Barthel Index (B.I.) scores, and outcomes. Results: For one year, 86 patients received rehabilitation and 42 (48%) underwent anticancer therapy. B.I. scores increased for 35% of the patients, were stable for 20%, and decreased for 45%; 95% of the patients with decreased B.I. scores could not be discharged home. Conclusion: Advanced cancer patients are likely to experience a decline in ADLs and require longer rehabilitation periods to improve. A team approach is important for preventing disuse syndromes within a palliative care setting.