AI Medical Compendium Journal:
Journal of immunotherapy (Hagerstown, Md. : 1997)

Showing 1 to 2 of 2 articles

Machine Learning-enhanced Signature of Metastasis-related T Cell Marker Genes for Predicting Overall Survival in Malignant Melanoma.

Journal of immunotherapy (Hagerstown, Md. : 1997) Nov 7, 2024
In this study, we aimed to investigate disparities in the tumor immune microenvironment (TME) between primary and metastatic malignant melanoma (MM) using single-cell RNA sequencing (scRNA- seq ) and to identify metastasis-related T cell marker genes...
Humans Machine Learning Prognosis Female Melanoma Tumor Microenvironment Biomarkers, Tumor T-Lymphocytes Male Gene Expression Profiling Nomograms Neoplasm Metastasis
View on PubMed DOI

Biologically Interpretable Deep Learning To Predict Response to Immunotherapy In Advanced Melanoma Using Mutations and Copy Number Variations.

Journal of immunotherapy (Hagerstown, Md. : 1997) May 24, 2023
Only 30-40% of advanced melanoma patients respond effectively to immunotherapy in clinical practice, so it is necessary to accurately identify the response of patients to immunotherapy pre-clinically. Here, we develop KP-NET, a deep learning model th...
Humans Melanoma Deep Learning B7-H1 Antigen Immunotherapy DNA Copy Number Variations Mutation
View on PubMed DOI
Popular Topics
Popular Journals