Artificial intelligence-based early warning method for BPH (benign prostatic hyperplasia) bipolar prostatectomy
A technology of benign prostatic hyperplasia and artificial intelligence, applied in the early warning field of bipolar electrosurgical resection of benign prostatic hyperplasia, can solve problems such as excessive cutting, achieve the effect of improving the success rate and reducing the risk of excessive cutting of the prostate capsule
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[0026] In order to better understand the above-mentioned technical solution, the above-mentioned technical solution will be described in detail below in conjunction with the accompanying drawings and specific implementation methods.
[0027] The invention provides an artificial intelligence-based early warning method for bipolar electroresection of benign prostatic hyperplasia, which mainly includes the following steps: designing and constructing a squeezenet network; using authoritative data to make a data set in VOC format; importing the squeezenet network and data set into the TensorFlow framework , use the data set to train the squeezenet network to generate an early warning model; verify the model and data set on the PC side, evaluate the accuracy and feasibility of the model and data set, and then input the medical image of the resection of prostate hyperplasia to realize the prostate package Classification and identification of membranous tissue, providing surgical warni...
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