Temitayo Ajayi,Seyedmohammadhossein Hosseinian,Andrew J Schaefer et al.
Temitayo Ajayi et al.
Chemotherapy drug administration is a complex problem that often requires expensive clinical trials to evaluate potential regimens; one way to alleviate this burden and better inform future trials is to build reliable models for drug admini...
A High-Fidelity Model to Predict Length-of-Stay in the Neonatal Intensive Care Unit (NICU) [0.03%]
预测新生儿重症监护病房住院时长的高保真模型
Kanix Wang,Walid Hussain,John R Birge et al.
Kanix Wang et al.
Having an interpretable dynamic length-of-stay (LOS) model can help hospital administrators and clinicians make better decisions and improve the quality of care. The widespread implementation of electronic medical record (EMR) systems has e...
Juheng Zhang,Xiaoping Liu,Xiao-Bai Li
Juheng Zhang
We study strategically missing data problems in predictive analytics with regression. In many real-world situations, such as financial reporting, college admission, job application, and marketing advertisement, data providers often conceal ...
Supervised t-distributed stochastic neighbor embedding for data visualization and classification [0.03%]
监督t分布随机邻域嵌入的数据可视化与分类方法
Yichen Cheng,Xinlei Wang,Yusen Xia
Yichen Cheng
We propose a novel supervised dimension reduction method, called supervised t-distributed stochastic neighbor embedding (St-SNE), which achieves dimension reduction by preserving the similarities of data points in both feature and outcome s...
David S H Chew,Kwok Pui Choi,Hans Heidner et al.
David S H Chew et al.
With the identification of a novel coronavirus associated with the severe acute respiratory syndrome (SARS), computational analysis of its RNA genome sequence is expected to give useful clues to help elucidate the origin, evolution, and pat...
Least-Squares Support Vector Machine Approach to Viral Replication Origin Prediction [0.03%]
基于最小二乘支持向量机的病毒复制起源预测方法
Raul Cruz-Cano,David S H Chew,Choi Kwok-Pui et al.
Raul Cruz-Cano et al.
Replication of their DNA genomes is a central step in the reproduction of many viruses. Procedures to find replication origins, which are initiation sites of the DNA replication process, are therefore of great importance for controlling the...