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Updated: Jul 4, 2025

Label-Free Identification of Lymphocyte Subtypes Using Three-Dimensional Quantitative Phase Imaging and Machine Learning
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Label-Free Identification of Lymphocyte Subtypes Using Three-Dimensional Quantitative Phase Imaging and Machine Learning

Published on: November 19, 2018

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用深度学习来分类超塑性淋巴结和常见的犬类淋巴瘤亚型:一项初步研究

Magdalena Hubbard-Perez1, Andreea Luchian1, Charles Milford1

  • 1DiMoLab, Institute of Infection Veterinary and Ecological Sciences, Department of Veterinary Anatomy Physiology and Pathology, University of Liverpool, Liverpool, United Kingdom.

Frontiers in veterinary science
|January 29, 2024
PubMed
概括

这项研究表明,人工智能 (AI) 可以使用深度学习准确地分类狗淋巴瘤. 卷积神经网络 (CNN) 在区分淋巴瘤和正常淋巴结方面取得了99.34%的准确性.

关键词:
人工智能的人工智能狗类犬类动物 狗类犬类卷积神经网络是一种卷积神经网络.淋巴瘤淋巴瘤是什么转移学习转移学习

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Multiplexed Fluorescent Immunohistochemical Staining, Imaging, and Analysis in Histological Samples of Lymphoma07:52

Multiplexed Fluorescent Immunohistochemical Staining, Imaging, and Analysis in Histological Samples of Lymphoma

Published on: January 9, 2019

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VDJ-Seq: Deep Sequencing Analysis of Rearranged Immunoglobulin Heavy Chain Gene to Reveal Clonal Evolution Patterns of B Cell Lymphoma15:07

VDJ-Seq: Deep Sequencing Analysis of Rearranged Immunoglobulin Heavy Chain Gene to Reveal Clonal Evolution Patterns of B Cell Lymphoma

Published on: December 28, 2015

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相关概念视频

Detailed Structure and Function of Lymph Nodes01:23

Detailed Structure and Function of Lymph Nodes

Lymph nodes are bean-shaped structures that cluster along the lymphatic vessels in the inguinal, axillary, and cervical regions. Each node is divided into compartments by a capsule that extends trabeculae inward.
From a histological perspective, lymph nodes can be split into two main areas: the superficial cortex and the deep medulla. The outer cortex is populated by dendritic cells, macrophages, and B lymphocytes, which are densely packed into follicles. When these B-lymphocytes are presented...
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