The most reliable way to handle this conversion is using (CHD Manager). This is a command-line utility that comes bundled with the MAME (Multiple Arcade Machine Emulator) distribution. How to Get chdman: Visit the official MAME dev website . Download the latest binary release for your OS.
chdman verify -i "source_image.chd"