[Prognosis of complications after reconstructive surgeries on the aorto-iliac segment].
Evaluation of efficacy of neuronet technologies for prognosis of specific complications after reconstructive surgeries on aorto-iliac segment was made. A learning sample consisted of 500 reconstructive surgeries, a test one - 161. High efficacy of analog neuron nets was revealed. Prognosis of early thrombosis, postoperative bleeding and also of lethal outcome demonstrated better results, mistake of prognosis was 3.7, 1.2 and 4.6%, respectively. Prognosis of infectious complications and long-term outcomes demonstrated worse results, mistake of prognosis was 7.0 and 10.5%, respectively.
Poliantsev
A A
AA
Mozgovoĭ
P V
PV
Frolov
D V
DV
Shcherbakov
M V
MV
D001012:Aorta, Abdominal / Q000601:surgery; D001162:Arteriosclerosis Obliterans / Q000601:surgery*; D006801:Humans; D007083:Iliac Artery / Q000601:surgery; D016571:Neural Networks, Computer; D011183:Postoperative Complications / Q000175:diagnosis*; D011379:Prognosis; D014656:Vascular Surgical Procedures / Q000009:adverse effects