Challenges in Reducing Bias Using Post-Processing Fairness for Breast Cancer Stage Classification with Deep Learning [0.03%]
基于深度学习的乳腺癌分期分类中使用事后处理公平性方法减少偏差的挑战
Armin Soltan,Peter Washington
Armin Soltan
Breast cancer is the most common cancer affecting women globally. Despite the significant impact of deep learning models on breast cancer diagnosis and treatment, achieving fairness or equitable outcomes across diverse populations remains a...
Hendrik Santosa,Xuetong Zhai,Frank Fishburn et al.
Hendrik Santosa et al.
Functional near-infrared spectroscopy (fNIRS) is a noninvasive neuroimaging technique that uses low-levels of light (650-900 nm) to measure changes in cerebral blood volume and oxygenation. Over the last several decades, this technique has ...
Kenneth Lange
Kenneth Lange
The Hausdorff distance between two closed sets has important theoretical and practical applications. Yet apart from finite point clouds, there appear to be no generic algorithms for computing this quantity. Because many infinite sets are de...
Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-Implementation Guidelines [0.03%]
数字干预措施强化学习算法的设计：实施前指导方针
Anna L Trella,Kelly W Zhang,Inbal Nahum-Shani et al.
Anna L Trella et al.
Online reinforcement learning (RL) algorithms are increasingly used to personalize digital interventions in the fields of mobile health and online education. Common challenges in designing and testing an RL algorithm in these settings inclu...
Molecular Subtyping and Outlier Detection in Human Disease Using the Paraclique Algorithm [0.03%]
运用Paraclique算法进行人类疾病分子分型和离群值检测
Ronald D Hagan,Michael A Langston
Ronald D Hagan
Recent discoveries of distinct molecular subtypes have led to remarkable advances in treatment for a variety of diseases. While subtyping via unsupervised clustering has received a great deal of interest, most methods rely on basic statisti...
Applying Simheuristics to Minimize Overall Costs of an MRP Planned Production System [0.03%]
基于MRP计划的生产系统总体成本最小化仿真启发式模型及其应用研究
Wolfgang Seiringer,Juliana Castaneda,Klaus Altendorfer et al.
Wolfgang Seiringer et al.
Looking at current enterprise resource planning systems shows that material requirements planning (MRP) is one of the main production planning approaches implemented there. The MRP planning parameters lot size, safety stock, and planned lea...
Calibration of an Adaptive Genetic Algorithm for Modeling Opinion Diffusion [0.03%]
自适应遗传算法校准及其在舆论扩散建模中的应用
Kara Layne Johnson,Nicole Bohme Carnegie
Kara Layne Johnson
Genetic algorithms mimic the process of natural selection in order to solve optimization problems with minimal assumptions and perform well when the objective function has local optima on the search space. These algorithms treat potential s...
PUB-SalNet: A Pre-trained Unsupervised Self-Aware Backpropagation Network for Biomedical Salient Segmentation [0.03%]
PUB-SalNet：用于生物医学显著分割的预训练无监督自感知反向传播网络
Feiyang Chen,Ying Jiang,Xiangrui Zeng et al.
Feiyang Chen et al.
Salient segmentation is a critical step in biomedical image analysis, aiming to cut out regions that are most interesting to humans. Recently, supervised methods have achieved promising results in biomedical areas, but they depend on annota...
On Finding and Enumerating Maximal and Maximum k-Partite Cliques in k-Partite Graphs [0.03%]
关于在k部图中寻找和枚举极大和最大k部团的问题
Charles A Phillips,Kai Wang,Erich J Baker et al.
Charles A Phillips et al.
Let k denote an integer greater than 2, let G denote a k-partite graph, and let S denote the set of all maximal k-partite cliques in G. Several open questions concerning the computation of S are resolved. A straightforward and highly-scalab...
Automated Processing of fNIRS Data-A Visual Guide to the Pitfalls and Consequences [0.03%]
自动化处理fNIRS数据——可视化指南及潜在问题和后果分析
Lia M Hocke,Ibukunoluwa K Oni,Chris C Duszynski et al.
Lia M Hocke et al.
With the rapid increase in new fNIRS users employing commercial software, there is a concern that many studies are biased by suboptimal processing methods. The purpose of this study is to provide a visual reference showing the effects of di...