In summary, our study details the successful application of DL-based estimation in accurately determining 1p/19q codeletion and diagnosing IDH-mutant gliomas as either astrocytoma or oligodendroglioma. This evidence concerns the gene IDH1 and astrocytoma (excluding glioblastoma).