You don't need mnemonics. Med students would do well to become amateur etymologists.
1) Gastroschisis = gastro + schism, schism literally means split
2) Omphalocele = omphalos + coele, i.e. navel and hernia, this one you already know, because you know varicocele, meningocele, encephalocele etc.