I think you would struggle with cherries. You also need to think about spraying and protecting the crop from birds. For sweet cherries you will need to spray for brown rot with a fungicide like Captan or Indar. Insects will attack the fruit so you will need an insecticide mixed in with the fungicide as well.
Tart cherries are easier and have much less trouble with brown rot. In some cases you may be able to get away with no spraying or very limited spraying. But I think in your conditions tart cherries would require some spraying for insects and cherry leaf spot.
Birds love cherries. In most cases you will need to use bird scare tape or net the tree ( nets are better but more costly and more work). You probably should look at some of the threads dealing with growing cherries under Eastern conditions. They talk in depth about the problems you will face. Here is a link to one of them.