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Long short-term memory artificial neural network model for prediction of prostate cancer survival outcomes according to initial treatment strategy: development of an online decision-making support system.

Kyo Chul KooKwang Suk LeeSuah KimChoongki MinGyu Rang MinYoung Hwa LeeWoong Kyu HanKoon Ho RhaSung Joon HongSeung Choul YangByung Ha Chung
Published in: World journal of urology (2020)
The LSTM ANN model may provide individualized survival outcomes of PCa according to initial treatment strategy. Our online decision-making support system can be utilized by patients and health-care providers to determine the optimal initial treatment modality and to guide survival predictions.
Keyphrases
  • prostate cancer
  • neural network
  • decision making
  • healthcare
  • end stage renal disease
  • chronic kidney disease
  • newly diagnosed
  • radical prostatectomy
  • health information
  • patient reported outcomes
  • health insurance