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Integrating miRNA profiling and machine learning for improved prostate cancer diagnosis

Abstract Prostate cancer (PCa) diagnosis remains challenging due to overlapping clinical features with benign prostatic hyperplasia (BPH) and limitations of existing diagnostic tools like PSA tests, which yield high false-positive rates. This study investigates the potential of microRNA (miRNA) biom...

Whakaahuatanga katoa

I tiakina i:
Ngā kaituhi matua: Shweta Singh, Abhay Kumar Pathak, Sukhad Kural, Lalit Kumar, Madan Gopal Bhardwaj, Mahima Yadav, Sameer Trivedi, Parimal Das, Manjari Gupta, Garima Jain
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Nature Portfolio 2025-08-01
Rangatū:Scientific Reports
Ngā marau:
Liquid biopsy
Random forest
Prostate cancer
miRNAs
Biomarker
Cancer diagnostics
Urunga tuihono:https://doi.org/10.1038/s41598-025-99754-7
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