AIMC Topic: CD8 Antigens

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Machine learning-based integration develops an immune-derived lncRNA signature for improving outcomes in colorectal cancer.

Nature communications Feb 10, 2022
Long noncoding RNAs (lncRNAs) are recently implicated in modifying immunology in colorectal cancer (CRC). Nevertheless, the clinical significance of immune-related lncRNAs remains largely unexplored. In this study, we develope a machine learning-base...
Humans Machine Learning Risk Factors Colorectal Neoplasms Biomarkers, Tumor Gene Expression Profiling B7-H1 Antigen Gene Expression Regulation, Neoplastic RNA, Long Noncoding Neoplasm Recurrence, Local Fluorouracil Chemotherapy, Adjuvant CD8 Antigens
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Hypothesis-free deep survival learning applied to the tumour microenvironment in gastric cancer.

The journal of pathology. Clinical research Jun 27, 2020
The biological complexity reflected in histology images requires advanced approaches for unbiased prognostication. Machine learning and particularly deep learning methods are increasingly applied in the field of digital pathology. In this study, we p...
Humans Risk Factors Stomach Neoplasms Tumor Microenvironment Biomarkers, Tumor Risk Assessment Deep Learning Time Factors Cell Proliferation Predictive Value of Tests Antigens, CD Neoplasm Staging Image Interpretation, Computer-Assisted Immunohistochemistry Antigens, CD20 Ki-67 Antigen Tissue Array Analysis Antigens, Differentiation, Myelomonocytic CD8 Antigens
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