Machine learning based androgen receptor regulatory gene-related random forest survival model for precise treatment decision in prostate cancer DOI Creative Commons
Qinyu Li, Yanan Wang, Junjie Chen

et al.

Heliyon, Journal Year: 2024, Volume and Issue: 10(17), P. e37256 - e37256

Published: Sept. 1, 2024

It has been demonstrated that aberrant androgen receptor (AR) signaling contributes to the pathogenesis of prostate cancer (PCa). To date, most efficacious strategy for treatment PCa remains target AR axis. However, numerous patients still face issue overtreatment or undertreatment. The establishment a precise risk prediction model is urgently needed distinguish with high-risk and select appropriate modalities.

Language: Английский

Machine learning based androgen receptor regulatory gene-related random forest survival model for precise treatment decision in prostate cancer DOI Creative Commons
Qinyu Li, Yanan Wang, Junjie Chen

et al.

Heliyon, Journal Year: 2024, Volume and Issue: 10(17), P. e37256 - e37256

Published: Sept. 1, 2024

It has been demonstrated that aberrant androgen receptor (AR) signaling contributes to the pathogenesis of prostate cancer (PCa). To date, most efficacious strategy for treatment PCa remains target AR axis. However, numerous patients still face issue overtreatment or undertreatment. The establishment a precise risk prediction model is urgently needed distinguish with high-risk and select appropriate modalities.

Language: Английский

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