Dimensionality Reduction for Mass Spectrometry Data

2007 ◽  
pp. 203-213 ◽  
Author(s):  
Yihui Liu
Keyword(s):  
Mass Spectrometry ◽  
Dimensionality Reduction ◽  
Mass Spectrometry Data

scholarly journals Ovarian cancer identification based on dimensionality reduction for high-throughput mass spectrometry data

2005 ◽  
Vol 21 (10) ◽  
pp. 2200-2209 ◽  
Author(s):  
J. S. Yu ◽  
S. Ongarello ◽  
R. Fiedler ◽  
X. W. Chen ◽  
G. Toffolo ◽  
...  
Keyword(s):  
Mass Spectrometry ◽  
Ovarian Cancer ◽  
Dimensionality Reduction ◽  
High Throughput ◽  
Mass Spectrometry Data

Random projection for dimensionality reduction—Applied to time-of-flight secondary ion mass spectrometry data

2011 ◽  
Vol 705 (1-2) ◽  
pp. 48-55 ◽  
Author(s):  
Kurt Varmuza ◽  
Cécile Engrand ◽  
Peter Filzmoser ◽  
Martin Hilchenbach ◽  
Jochen Kissel ◽  
...  
Keyword(s):  
Mass Spectrometry ◽  
Dimensionality Reduction ◽  
Secondary Ion Mass Spectrometry ◽  
Time Of Flight ◽  
Random Projection ◽  
Mass Spectrometry Data ◽  
Ion Mass Spectrometry ◽  
Secondary Ion

154: Integration of TPSA and High-Throughput Mass Spectrometry Data Improves Prostate Cancer Prediction

2007 ◽  
Vol 177 (4S) ◽  
pp. 52-53
Author(s):  
Stefano Ongarello ◽  
Eberhard Steiner ◽  
Regina Achleitner ◽  
Isabel Feuerstein ◽  
Birgit Stenzel ◽  
...  
Keyword(s):  
Prostate Cancer ◽  
Mass Spectrometry ◽  
High Throughput ◽  
Mass Spectrometry Data ◽  
Cancer Prediction

Nonparametric Pre-Processing Methods and Inference Tools for Analyzing Time-of-Flight Mass Spectrometry Data.

2007 ◽  
Vol 3 (2) ◽  
pp. 127-147 ◽  
Author(s):  
Anestis Antoniadis ◽  
Jeremie Bigot ◽  
Sophie Lambert-Lacroix ◽  
Frederique Letue
Keyword(s):  
Mass Spectrometry ◽  
Time Of Flight ◽  
Mass Spectrometry Data ◽  
Processing Methods ◽  
Flight Mass Spectrometry
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