The infants were found dead on Monday in the Claremont section. They were wrapped in brown paper and found on a back patio of an apartment building on College Avenue.
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Police report the babies were both boys but would not elaborate further as to whether they were twins or related.
Officials say their deaths appear to be suspicious.
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The Medical Examiner will determine their official cause of death.
There was a large crime scene surrounding the building into Monday evening as detectives search for the mother and for answers.
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Neighbors were saddened to hear about the news.
"My heart, my heart is really hurting, really hurting right now," Michele Frasier said.
Anyone with any information is asked to call 1-800-577-TIPS.
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