首页|Fourth People's Hospital of Jinan Reports Findings in Prostate Cancer (mtPCDI: a machine learning-based prognostic model for prostate cancer recurrence)
Fourth People's Hospital of Jinan Reports Findings in Prostate Cancer (mtPCDI: a machine learning-based prognostic model for prostate cancer recurrence)
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By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-New research on Oncology - Prostate Ca ncer is the subject of a report. According to news reporting from Shandong, Peop le's Republic of China, by NewsRx journalists, research stated, "This research s eeks to formulate a prognostic model for forecasting prostate cancer recurrence by examining the interaction between mitochondrial function and programmed cell death (PCD). The research involved analyzing four gene expression datasets from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) using univariat e Cox regression." The news correspondents obtained a quote from the research from the Fourth Peopl e's Hospital of Jinan, "These analyses identified genes linked with mitochondria l function and PCD that correlate with recurrence prognosis. Various machine lea rning algorithms were then employed to construct an optimal predictive model. A key outcome was the creation of a mitochondrial-related programmed cell death in dex (mtPCDI), which effectively predicts the prognosis of prostate cancer patien ts. It was observed that individuals with lower mtPCDI exhibited higher immune a ctivity, correlating with better recurrence outcomes."
ShandongPeople's Republic of ChinaAs iaCancerCyborgsEmerging TechnologiesGeneticsHealth and MedicineMachi ne LearningOncologyProstate CancerProstatic Neoplasms
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