Abstract: A system and method for preoperatively predicting wound complications and recommending tension reducing procedures is disclosed. The system includes (i) ultrasound imaging technology operable to take an ultrasound of a portion of subcutaneous tissue on a patient, (ii) image processing and filtering technology operable to focus on a portion of the tissue and filter out the overlying dermis, underlying muscle, and muscle fascia, and (iii) processing means capable of determining the Mean Gray Value (MGV) from the imaged sample. The method further includes tension reducing procedures for patients with a MGV less than 0.127 to minimize foreseeable wound complications. The system may include a processor and image classification engine operable to classify any ultrasound image and determine the MGV from the imaged sample.

Abstract: A system and method for preoperatively predicting wound complications and recommending tension reducing procedures is disclosed. The system includes (i) ultrasound imaging technology operable to take an ultrasound of a portion of subcutaneous tissue on a patient, (ii) image processing and filtering technology operable to focus on a portion of the tissue and filter out the overlying dermis, underlying muscle, and muscle fascia, and (iii) processing means capable of determining the Mean Gray Value (MGV) from the imaged sample. The method further includes tension reducing procedures for patients with a MGV less than 0.127 to minimize foreseeable wound complications. The system may include a processor and image classification engine operable to classify any ultrasound image and determine the MGV from the imaged sample.

Abstract: A system and method for preoperatively predicting wound complications and recommending tension reducing procedures is disclosed. The system includes (i) ultrasound imaging technology operable to take an ultrasound of a portion of subcutaneous tissue on a patient, (ii) image processing and filtering technology operable to focus on a portion of the tissue and filter out the overlying dermis, underlying muscle, and muscle fascia, and (iii) processing means capable of determining the Mean Gray Value (MGV) from the imaged sample. The method further includes tension reducing procedures for patients with a MGV less than 0.127 to minimize foreseeable wound complications. The system may include a processor and image classification engine operable to classify any ultrasound image and determine the MGV from the imaged sample.