Tumor cell type and gene marker identification by single layer perceptron neural network on single-cell RNA sequence data

This study also focused on classifying these unique cell types and gene markers using scRNA sequence datasets. The proposed single layer perceptron was assessed using two datasets: normal mucosa and colorectal tumors. Our findings showed that the proposed single layer perceptron performed exceptionally well with accuracy, precision, recall, and F1 value.PMID:38525885

Source: Journal of Biosciences - March 25, 2024 Category: Biomedical Science Authors: Biswajit Senapati Ranjita DAS Source Type: research