Robust multi-array average (RMA) analysis results of microarray data based on WebArray.Shengjun FanZhenyu PanQiang GengXin LiYefan WangYu AnYan XuLu TieYan PanXuejun Li
Somatic copy number alterations (CNAs) are major mutations that contribute to the development and progression of various cancers. Despite a few computational methods proposed to detect CNAs from single-cell transcriptomic data, the technical sparsity of
TotalSegmentator supports a lot more structures. Seesubtasksorherefor more details. Created by the department ofResearch and Analysis at University Hospital Basel. If you use it please cite ourRadiology AI paper(free preprint). If you use it for MR images please cite theTotalSegmentator MRI Ra...
Traditionally, the multifactor logistic regression model is utilized for model building, the premise of which is that all included factors are independent of each other. However, this is certainly difficult to achieve for high-dimensional data such as array datasets, which may lead to overfitting ...
Xu Y, Yin W (2013) A block coordinate descent method for regularized multiconvex optimization with applications to nonnegative tensor factorization and completion. SIAM J Imaging Sci 6(3):1758–1789 MathSciNet MATH Google Scholar Rockafellar RT (2015) Convex analysis Princeton University Press Cai...
RPS.L2_SOLVER # Conventional least-squares RPS.L1_SOLVER # L1 residual minimization RPS.L1_SOLVER_MULTICORE # L1 residual minimization (multicore) RPS.SBL_SOLVER # Sparse Bayesian Learning RPS.SBL_SOLVER_MULTICORE # Sparse Bayesian Learning (multicore) RPS.RPCA_SOLVER # Robust PCA ...
This study proposes a constrained multiobjective robust simulation optimization (CMRSO) method to address black-box problems with multiple objectives and c
3.2 Trajectory Analysis --- Robustness Score: 三个成分的跟踪器产生了三个轨迹假设。作者衡量每一个跟踪器的鲁棒性,然后选择当前时刻最优的作为最终的轨迹。 跟踪器鲁棒性得分的计算方法如下: 首先,从前些帧到当前帧,先用 tracker 进行跟踪,那么可以得到前向轨迹: ...
Multi-region proteome analysis quantifies spatial heterogeneity of prostate tissue biomarkers Life Sci Alliance, 1 (2018), p. e201800042 CrossrefView in ScopusGoogle Scholar [24] Y. Zhu, J. Zhu, C. Lu, Q. Zhang, W. Xie, P. Sun, et al. Identification of protein abundance changes in ...
Compliant strain sensors are crucial for soft robots’ perception and autonomy. However, their deformable bodies and dynamic actuation pose challenges in predictive sensor manufacturing and long-term robustness. This necessitates accurate sensor modellin