A stretcher including a flexible base panel sized to support a person lying thereon during a rescue or extrication operation. The base panel includes a header end and an opposite footer end, and further includes a support mat resting on the base panel between the header and footer ends. The stretcher further includes a stability strap coupled to the base panel and fixedly attached to the rear surface of the support mat, the stability strap operable to retain the support mat in position against the flexible panel during use. The rescue stretcher may further include a pair of shoulder straps and leg straps fixedly coupled to the support mat for securing the person to the base panel. A securement strap may be coupled to the base panel and extend across the flexible base panel to help prevent the injured person from rolling off the sides of the stretcher.