AIMC Topic: Neoplastic Cells, Circulating
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A Digital Score Based on Circulating-Tumor-Cells-Derived mRNA Quantification and Machine Learning for Early Colorectal Cancer Detection.
ACS nano
May 20, 2025
Circulating tumor cells (CTCs) serve as valuable biomarkers in tumor circulation, carrying essential primary tumor information. The purification of CTCs from peripheral blood samples and the analysis of their characteristic molecules enable the detec...
Validation of a Microfluidic Device Prototype for Cancer Detection and Identification: Circulating Tumor Cells Classification Based on Cell Trajectory Analysis Leveraging Cell-Based Modeling and Machine Learning.
International journal for numerical methods in biomedical engineering
Apr 1, 2025
Microfluidic devices (MDs) present a novel method for detecting circulating tumor cells (CTCs), enhancing the process through targeted techniques and visual inspection. However, current approaches often yield heterogeneous CTC populations, necessitat...
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),...
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
[Feasibility Study for Storage and Re-Utilization of Circulating Tumor Cells (CTCs)].
Rinsho byori. The Japanese journal of clinical pathology
Oct 1, 2015
BACKGROUND: In this era of precision medicine, monitoring patients requires not only real time but also longitudinal sequence of samples at various time points. Based on this background, we focused on conditioned circumstances on fixation and storage...
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