The investigators hypothesize that new clinical and ultrasound-based tools will improve the diagnosis of severe dehydration in children with diarrhea in low-income countries, reducing the morbidity and mortality that occurs as a result of under-diagnosis of severe dehydration as well as the adverse events and inappropriate utilization of scarce resources that occurs as a result of over-diagnosis of severe dehydration.