Chitosan hydrogel was modified by polyvinyl alcohol and glutaraldehyde.
The modified CS hydrogel showed a fine thermosensitive property.
The mechanical strength of the modified CS hydrogel was highly improved.
PTX loaded modified hydrogel showed a sustained drug release profile.
Superior anti-tumor efficiency of PTX-loaded modified hydrogels was verified.