CHMI Views 6 meanings found CHMI is an acronym applied to a variety of organizations, from the New Jersey town of Cherry Hill and health‑care innovation groups to financial and community‑development entities. Medical Center for Health Market Innovations Clinton Health Matters Initiative Miscellaneous Cherry Hill Community Community Healthy Marriage Initiatives Business Cherry Hill Mortgage Investment Corporate Holdings Management Inc