AIMC Topic: Circulating Tumor DNA

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Role of Machine Learning in Liquid Biopsy of Brain Tumours.

JPMA. The Journal of the Pakistan Medical Association Jun 1, 2024
Liquid biopsy has multiple benefits and is used extensively in other fields of oncology, but its role in neuro-oncology has been limited so far. Multiple tumour-derived materials like circulating tumour cells (CTCs), tumour-educated platelets (TEPs),...
Humans Machine Learning Biomarkers, Tumor Brain Neoplasms Glioma MicroRNAs Neoplastic Cells, Circulating Liquid Biopsy Circulating Tumor DNA
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Unlocking Early Cancer Detection: Leveraging Machine Learning in Cell-Free DNA Analysis for Precision Oncology.

AMIA ... Annual Symposium proceedings. AMIA Symposium Jan 1, 2024
This study introduces a groundbreaking approach to early cancer detection through the analysis of cell-free DNA (cfDNA), utilizing machine learning algorithms to navigate the complexities of low circulating tumor DNA (ctDNA) fractions and genetic het...
Humans Machine Learning Algorithms Precision Medicine Biomarkers, Tumor Neoplasms Cell-Free Nucleic Acids Early Detection of Cancer High-Throughput Nucleotide Sequencing Circulating Tumor DNA
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MSIsensor-ct: microsatellite instability detection using cfDNA sequencing data.

Briefings in bioinformatics Sep 2, 2021
MOTIVATION: Microsatellite instability (MSI) is a promising biomarker for cancer prognosis and chemosensitivity. Techniques are rapidly evolving for the detection of MSI from tumor-normal paired or tumor-only sequencing data. However, tumor tissues a...
Humans Machine Learning Software Neoplasms Computational Biology Sequence Analysis, DNA Limit of Detection Microsatellite Instability High-Throughput Nucleotide Sequencing Microsatellite Repeats Circulating Tumor DNA
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Tri-modal liquid biopsy: Combinational analysis of circulating tumor cells, exosomes, and cell-free DNA using machine learning algorithm.

Clinical and translational medicine Aug 1, 2021
Humans Machine Learning Cell-Free Nucleic Acids Neoplastic Cells, Circulating Exosomes Survival Analysis Liquid Biopsy Circulating Tumor DNA
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