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Principal component model of multispectral data for near real-time skin chromophore map**
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 …
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 …
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 …
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 …
help the development of efficient tumor diagnosis and classification platforms. Since DNA …
Factor analysis for cross-platform tumor classification based on gene expression profiles
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 …
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 …
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 …
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 …
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 …
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 …
and non-geometrical data. Our goal is to provide a generic system that automatically …