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Evaluate preoperative imaging in predicting operative stage.
Firstly we trained the neural network, and secondly we put the NN into detection operative stage.
A comparison of learning rates in Postop1 and "Postop2" performance tests revealed a significant effect of operative stage (F1,4 = 61.04, P = 0.001), trial (F7,28 = 129.16, P < 0.001), and an operative stage × trial interaction (F7,28 = 18.27, P < 0.001).
Critically, a significant operative stage × experimental group interaction (F1,4 = 11.55, P = 0.027) showed that the impairments differed between groups.
Comparison of "Preop" and "Postop1" measures revealed no main effect of operative stage (F1,4 = 1.10, P = 0.354) and no operative stage × experimental group interaction (F < 1), showing that injections of saline or injections of saporin into inferior temporal cortex was entirely without effect on learning rates on the task.
This is similar to results obtained in lung cancer where both PET staging and SUV are currently the best predictors of survival, apart from operative stage (Saunders et al, 1999).
Similar(53)
Neoadjuvant chemoradiotherapy followed by operative staging and liver transplantation is an effective treatment for patients with unresectable hilar cholangiocarcinoma (CCA) and CCA arising in the setting of primary sclerosing cholangitis (PSC).
Tumours were staged according to the FIGO operative staging system.
Fresh tumour samples were derived from primary specimens staged according to the FIGO operative staging system.
Tumours were staged according to the International Federation of Gynecologists and Obstetricians 1988 operative staging system.
Tumours were staged according to the International Federation of Gynaecologists and Obstetricians operative staging system.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com