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This clinical trial studies how people feel and live during the first two years after being treated for melanoma and whether cognitive behavioral therapy for cancer distress (CBT-C) works to improve quality of life in patients with stage III-IV melanoma. The melanoma survivorship population is rapidly growing, given the increasing survival rates due to treatment advancements. An urgent need to better define and optimize comprehensive quality of life inclusive of mental health (QOL-MH) has been identified. Cognitive behavioral therapy is a type of psychotherapy that helps patients change their behavior by changing the way they think and feel about certain things. CBT-C is a new type of care that helps patients cope with cancer-related stress, which can include problems like trouble sleeping, trouble focusing, or changes in social life and daily activities. Gathering information on how mel
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