West Bengal Chief Minister Mamata Banerjee on Tuesday visited BJP MP Khagen Murmu at a private hospital in Siliguri, where he was undergoing treatment after being assaulted in Nagarkata during a visit to the flood and landslide-affected areas on Monday.