Principal component model of multispectral data for near real-time skin chromophore map**

JM Kainerstorfer, M Ehler, F Amyot… - Journal of …, 2010 - spiedigitallibrary.org
Multispectral images of skin contain information on the spatial distribution of biological
chromophores, such as blood and melanin. From this, parameters such as blood volume …

Equipment Damage Measurement Method of Wartime Based on FCE-PCA-RF

M Li, L Gao, H Xu, K Li, Y Huang - Journal of Systems …, 2024 - ieeexplore.ieee.org
As the “engine” of equipment continuous operation and repeated operation, equipment
maintenance support plays a more prominent role in the confrontation of symmetrical …

Principal component-based feature selection for tumor classification

L Sun, J Xu, Y Yin - Bio-Medical Materials and Engineering, 2015 - journals.sagepub.com
One of the important problems in microarray gene expression data is tumor classification.
This paper proposes a new feature selection method for tumor classification using gene …

SVM-based tumor classification with gene expression data

S Wang, J Wang, H Chen, B Zhang - … , ADMA 2006, **'an, China, August 14 …, 2006 - Springer
Gene expression data that are gathered from tissue samples are expected to significantly
help the development of efficient tumor diagnosis and classification platforms. Since DNA …

Factor analysis for cross-platform tumor classification based on gene expression profiles

SL Wang, J Gui, X Li - Journal of Circuits, Systems, and Computers, 2010 - World Scientific
Previous studies on tumor classification based on feature extraction from gene expression
profiles (GEP) were proven to be effective, but some of such methods lack biomedical …

The classification of tumor using gene expression profile based on support vector machines and factor analysis

S Wang, J Wang, H Chen… - … Conference on Intelligent …, 2006 - ieeexplore.ieee.org
Gene expression data that is being used to gather information from tissue samples is
expected to significantly improve the development of efficient tumor diagnosis and to provide …

Visualization of complementary systems biology data with parallel heatmaps

RM Podowski, B Miller… - IBM journal of research …, 2006 - ieeexplore.ieee.org
The interpretation of large-scale biological data can be aided by the use of appropriate
visualization tools. Heatmaps—pattern-revealing aggregate views of data—have emerged …

An outlook into ultra-scale visualization of large-scale biological data

NF Samatova, P Breimyer, W Hendrix… - 2008 Workshop on …, 2008 - ieeexplore.ieee.org
As bioinformatics has evolved from a reductionistic approach to a complementary multi-
scale integrative approach, new challenges in ultra-scale visualization have arisen. Even …

[PDF][PDF] Functional analysis of genes

D Sitnicka, K Figurska, S Orzechowski - Med. J. Cell Biology, 2010 - sciendo.com
The aim of this article is to present the current literature concerning the expression analysis
and methods of functional characteristics of genes. The progress in the analysis of gene …

Ivprototype-an information visualization prototype

MB Carmo, JD Cunha… - … Conference on Information …, 2002 - ieeexplore.ieee.org
IVPrototype is an information visualization prototype for the visualization of both geometrical
and non-geometrical data. Our goal is to provide a generic system that automatically …