Consider reminding students about opportunities for help at the beginning or end of every lecture. It takes only a few seconds and can increase attendance and make up for the fact that students often forget the timing and location of help.
Example: "I hope you'll come to my office hours tomorrow at..."
See this and related tips as a Tip Sheet: http://csteachingtips.org/tips-for-encouraging-help-seeking