Image Identification of Animal Tumor Models for Human Breast Cancer Research

机译：用于人类乳腺癌研究的动物肿瘤模型的图像识别

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摘要

Murine (mouse) mammary tumor models as analogs of human breast cancer are invaluable in cancer research but distinguishing murine sarcoma tumors from carcinoma tumors has been problematic. We present an image classification method with complete separation in projected parameter space.

机译：作为人类乳腺癌类似物的鼠（小鼠）乳腺肿瘤模型在癌症研究中具有不可估量的价值，但是将鼠肉瘤与癌瘤区分开来一直是有问题的。我们提出了一种在投影参数空间中完全分离的图像分类方法。

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《IEEE EMBS International Conference on Biomedical Health Informatics》|2019年|1-4|共4页
会议地点 Chicago(US)
作者
William D. ONeill; Steven G. Penny;
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University of Illinois at Chicago Chicago Illinois USA;

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原文格式 PDF
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关键词
Mathematical model; Tumors; Covariance matrices; Biological system modeling; Partial differential equations; Breast cancer; Two dimensional displays;

机译：数学模型;肿瘤；协方差矩阵；生物系统建模；偏微分方程；乳腺癌;二维显示;

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专利

1. Intraoperative near-infrared imaging can identify canine mammary tumors, a spontaneously occurring, large animal model of human breast cancer [J] . Andrew Newton, Jarrod Predina, Michael Mison, PLoS One . 2020,第6期

机译：术中近红外成像可以鉴定犬哺乳动物肿瘤，是一种自发的人乳腺癌大动物模型
2. Investigation of HER2 expression in canine mammary tumors by antibody-based, transcriptomic and mass spectrometry analysis: is the dog a suitable animal model for human breast cancer? [J] . Burrai G. P., Tanca A., De Miglio M. R., Tumour biology : . 2015,第11期

机译：通过基于抗体的转录组和质谱分析研究犬乳腺肿瘤中HER2的表达：这只狗是否适合人类乳腺癌的动物模型？
3. Triple-negative breast cancers: Associations between imaging and pathological findings for triple-negative tumors compared with hormone receptor-positive/human epidermal growth factor receptor-2-negative breast cancers [J] . Boisserie-LacroixM., MacGroganG., DebledM., The oncologist . 2013,第7期

机译：三阴性乳腺癌：与激素受体阳性/人表皮生长因子受体-2-阴性乳腺癌相比，三阴性肿瘤的影像学表现与病理结果之间的关联
4. Image Identification of Animal Tumor Models for Human Breast Cancer Research [C] . William D. ONeill, Steven G. Penny IEEE EMBS International Conference on Biomedical amp;amp;amp;amp;amp;amp; Health Informatics . 2019

机译：人乳腺癌研究动物肿瘤模型的图像鉴定
5. Comparing gene expression profiles of cell culture models with profiles of tumor xenografts and patient tumors: Implications for lung and breast cancers. [D] . Creighton, Chad J. 2006

机译：将细胞培养模型的基因表达谱与异种移植瘤和患者肿瘤谱进行比较：对肺癌和乳腺癌的影响。
6. Intraoperative near-infrared imaging can identify canine mammary tumors a spontaneously occurring large animal model of human breast cancer [O] . Andrew Newton, Jarrod Predina, Michael Mison, 2020

机译：术中近红外成像可以鉴定犬哺乳动物肿瘤是一种自发性的人乳腺癌大型动物模型
7. Progesterone receptors – animal models and cell signaling in breast cancer: The role of oestrogen and progesterone receptors in human mammary development and tumorigenesis [O] . Anderson Elizabeth 2002

机译：孕酮受体–乳腺癌中的动物模型和细胞信号传导：雌激素和孕激素受体在人类乳腺发育和肿瘤发生中的作用
8. Combined MR and Optical Imaging System for Noninvasive Tumor Characterization and Quantification of Oxygenation Gain Factor in a Breast Cancer Animal Model [R] . Shafiiha, R. 2007

机译：mR和光学成像系统用于乳腺癌动物模型中非侵入性肿瘤表征和氧合增重因子的定量

Image Identification of Animal Tumor Models for Human Breast Cancer Research

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