survival analysis

Practical Project on Medical Survival Analysis Using Survival Support Vector Machine Model in Python

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Practical Project on Medical Survival Analysis Using Survival Support Vector Machine Model in Python

Note: This is a practical machine learning project (including data + code + documentation), if you need data + code + documentation you can directly obtain it at the end of the article 1. Project Background This project is based on the Survival Support Vector Machine (Survival SVM) model, conducting medical survival analysis on clinical … Read more

Deep Learning + Multi-Omics Data (DL + Multi-Omics): Applications in Cancer Research

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Deep Learning + Multi-Omics Data (DL + Multi-Omics): Applications in Cancer Research

Cancer, as a highly heterogeneous disease, involves complex changes across multiple layers, including the genome, epigenome, transcriptome, proteome, and metabolome. In recent years, with the rapid development of high-throughput sequencing technologies, the integrated analysis of multi-omics data has provided unprecedented opportunities for cancer research. Deep learning (DL) technology can analyze high-dimensional datasets to discover new … Read more