Deep neural networks integrating genomics and histopathological images for predicting stages and survival time-to-event in colon cancer - Ogundipe, Olalekan; Kurt, Zeyneb; Woo, Wai Lok (PloS one, 2024)
Keywords: Analysis; Artificial neural networks; Biology and Life Sciences; Carcinogens; Care and treatment; Classification; Colon cancer; Colonic Neoplasms - genetics; Colonic Neoplasms - mortality; Colonic Neoplasms - pathology; Colorectal cancer; Datasets; Deep Learning; Diagnosis; DNA Methylation; Feature extraction; Gene expression; Genomic analysis; Genomics; Genomics - methods; Histology, Pathological; Humans; Image processing; Medical imaging; Medicine and Health Sciences; MicroRNA; MicroRNAs; MicroRNAs - genetics; miRNA; mRNA; Neoplasm Staging; Neural networks; Neural Networks, Computer; Prognosis; Risk; ROC Curve; Statistical analysis; Survival; United Kingdom