A kernel-based framework for medical big-data analytics

D Windridge, M Bober - Interactive Knowledge Discovery and Data Mining …, 2014 - Springer
The recent trend towards standardization of Electronic Health Records (EHRs) represents a
significant opportunity and challenge for medical big-data analytics. The challenge typically …

Addressing Challenges in Healthcare Big Data Analytics

S Tirunagari, S Mohan, D Windridge, Y Balla - International Conference on …, 2023 - Springer
The exponential growth of healthcare data poses significant challenges for clinical
researchers who strive to identify meaningful patterns and correlations. The complexity of …

Towards automated selection of data fusion techniques

K Venkataramani, S Mishra… - … Conference on Signal …, 2014 - ieeexplore.ieee.org
An investigation of multi-modal fusion schemes is done using synthetic data generation to
determine how the data characteristics influence fusion. The goal is to select the best fusion …

[图书][B] Topics in Two-Sample Testing

NC Ray - 2013 - search.proquest.com
Driven by recent advances in the collection of biological data, many such studies draw from
heterogeneous datasources. We develop an idea of Jerome Friedman's to conduct two …