The Lemonade Club by Patricia Polacco
I almost started crying when I read this book. A 5th grader gets cancer and her whole class shaves their heads. The lemonade reference is from their teacher's quote that when life hands you lemons, make lemonade. This picture book is based on a true story which makes it all the more touching.