摘要
由一名新闻记者-机器人与机器学习每日新闻的工作人员新闻编辑-调查人员发布了关于人工智能的新报告。根据NewsRx记者来自瑞士苏黎世的新闻报道，研究表明，“脑脊液分析是评估神经科犬患者时的一项重要诊断测试。”新闻记者从祖里希大学的研究中得到一句话：“在这项分析中，总有核细胞计数和分化细胞计数是常规的，但两者都涉及耗时的手工方法。为了探索更快的自动化方法，本研究中，采用Sysmex XN-V体液模型和Olympus VS200 Slide SC Anner生成的基于深度学习的算法，对161例犬脑脊液样本进行了有核细胞总数和65例嗜多细胞样本进行了分类计数比较，结果表明：Sysmex体液模型门控不正确，所有样本均采用手动设置的门进行重新分析，Sysmex体液模型显示总有核细胞计数的平均偏差为15.19个/ml，两部分分类细胞计数的平均偏差为4.95%和-4.95%，基于深度学习的算法显示淋巴细胞、中性粒细胞和单核细胞样细胞的平均偏差分别为-7.25%、-0.03%和7.27%。我们建议在调整制造商的预定设置后，使用自动Sysmex体液模式来测量犬脑脊液样本中的总有核细胞计数。
Abstract
By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News – Investigators publish new report on artificial in telligence. According to news reporting originating from Zurich, Switzerland, by NewsRx correspondents, research stated, “Cerebrospinal fluid analysis is an imp ortant diagnostic test when assessing a neurological canine patient.” The news correspondents obtained a quote from the research from University of Zu rich: “For this analysis, the total nucleated cell count and differential cell c ounts are routinely taken, but both involve time-consuming manual methods. To in vestigate faster automated methods, in this study, the Sysmex XN-V body fluid mo de and the deep-learning-based algorithm generated by the Olympus VS200 slide sc anner were compared with the manual methods in 161 canine cerebrospinal fluid sa mples for the total nucleated cell count and in 65 samples with pleocytosis for the differential counts. Following incorrect gating by the Sysmex body fluid mod e, all samples were reanalyzed with manually set gates. The Sysmex body fluid mo de then showed a mean bias of 15.19 cells/mL for the total nucleated cell count and mean biases of 4.95% and -4.95% for the two-part differential cell count, while the deep-learning-based algorithm showed mean bi ases of -7.25%, -0.03% and 7.27% for th e lymphocytes, neutrophils and monocytoid cells, respectively. Based on our find ings, we propose that the automated Sysmex body fluid mode be used to measure th e total nucleated cell count in canine cerebrospinal fluid samples after making adjustments to the predefined settings from the manufacturer.”
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