Department of Mathematics, Centro Universitario de Plasencia, University of Extremadura, Plasencia, Spain.
Microsc Res Tech. 2013 Aug;76(8):870-6. doi: 10.1002/jemt.22241. Epub 2013 Jun 3.
A new method for estimating the contact point in AFM force curves, based on a local regression algorithm, is presented. The main advantage of this method is that can be easily implemented as a computer algorithm and used for a fully automatic detection of the contact points in the approach force curves on living cells. The estimated contact points have been compared to those obtained by other published methods, which were applied either for materials with an elastic response to indentation forces or for experiments at high loading rates. We have found that the differences in the values of the contact points estimated with three different methods were not statistically significant and thus the algorithm is reliable. Also, we test the convenience of the algorithm for batch-processing by computing the contact points of a force curve map of 625 (25×25) curves.
本文提出了一种新的基于局部回归算法的原子力显微镜力曲线接触点估算方法。该方法的主要优点是可以很容易地实现为计算机算法,并用于全自动检测活细胞接近力曲线上的接触点。所估计的接触点与其他已发表的方法所得到的接触点进行了比较,这些方法要么适用于对压痕力有弹性响应的材料,要么适用于高加载速率的实验。我们发现,用三种不同方法估算的接触点值之间的差异没有统计学意义,因此该算法是可靠的。此外,我们通过计算 625(25×25)条曲线的力曲线图的接触点来测试该算法的批处理便利性。