作者介绍了Med-Former,这是一个为医学图像分类量身定制的基于Transformer的架构。针对现有模型在从早期层传播关键信息以及在局部和全局层面增强特征提取能力方面的限制,作者设计了局部-全局Transformer(LGT)和空间注意力融合(SAF)模块。这些模块使得Med-Former能够有效地学习局部和全局信息,促进了关键信息通过网络的传播。作...
通过结合这两个阶段,Medformer有效地整合了不同时间尺度上的特征,增强了模型捕捉细粒度和大粒度模式的能力。相比简单地连接所有patch并对其进行自注意力的方式,降低了计算复杂性。 本文实验 在ADFTD数据集上,Medformer在所有六个评估指标中均取得最高排名,F1得分为97.50%。其他基线方法如Informer、Nonformer、Reformer和...
To evaluate the efficacy of our proposed Med-Former framework, we conducted experiments on three publicly available medical image datasets: NIH Chest X-ray14, DermaMNIST, and BloodMNIST. Our results demonstrate that Med-Former outperforms state-of-the-art approaches underscoring its superior ...
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Snabbformervisas i den övre delen av fönstretFormer. Den här stencilen innehåller snabbformerna för alla stenciler i diagrammet. Om det finns mer än en stencil i diagrammet avgränsas snabbformerna med namnen på de stenciler som de hör till. Om...
Former Commissioner Kessler To Testify At Senate Drug Import HearingAndrew Dove
本发明利用NiF2‑TiF4‑Ni涂层来增强铝合金的耐腐蚀性能,所得产物的耐化学腐蚀性能得到了较大提升,在Mg‑Li合金中加入低成本的合金元素Al和Ca,形成了高钙铝比的Al‑Zn‑Mg合金,改善了合金的力学和耐腐蚀性能。 【 英文摘要 】The invention provides a high-corrosion-resistance alloy flange and a ...
Former MedClinic official indictedMARSHALL WHITE
There is provided a backward Raman converter which comprises a Raman medium which converts a laser radiation of a given wavelength to a different wavelength by Raman scattering, which comprises a dichroic coupler positioned between a pump laser at the one side of the Raman medium, directing the ...
Likestrmsomformer med en koblingsanordning til dannelse av er-verdien for strmAn autoconverter has an electronic switch activated by turn-on pulses and a circuit arrangement for the formation of the actual value of the current in a primary input circuit. Inrush currents are suppressed within ...