Prediction of protein secondary structure content by artificial neural network

Prediction of protein secondary structure content by artificial neural network

Copyright 2003 Wiley Periodicals, Inc. J Comput Chem 24: 727-731, 2003

Bibliographische Detailangaben
Veröffentlicht in:Journal of computational chemistry. - 1984. - 24(2003), 6 vom: 30. Apr., Seite 727-31
1. Verfasser: Cai, Yu-Dong (VerfasserIn)
Weitere Verfasser: Liu, Xiao-Jun, Chou, Kuo-Chen
Format: Aufsatz
Sprache:English
Veröffentlicht: 2003
Zugriff auf das übergeordnete Werk:Journal of computational chemistry
Schlagworte:Comparative Study Journal Article Amino Acids
LEADER 01000caa a22002652 4500
001 NLM124391176
003 DE-627
005 20250203215751.0
007 tu
008 231222s2003 xx ||||| 00| ||eng c
028 5 2 |a pubmed25n0415.xml 
035 |a (DE-627)NLM124391176 
035 |a (NLM)12666164 
040 |a DE-627  |b ger  |c DE-627  |e rakwb 
041 |a eng 
100 1 |a Cai, Yu-Dong  |e verfasserin  |4 aut 
245 1 0 |a Prediction of protein secondary structure content by artificial neural network 
264 1 |c 2003 
336 |a Text  |b txt  |2 rdacontent 
337 |a ohne Hilfsmittel zu benutzen  |b n  |2 rdamedia 
338 |a Band  |b nc  |2 rdacarrier 
500 |a Date Completed 28.10.2003 
500 |a Date Revised 10.12.2019 
500 |a published: Print 
500 |a Citation Status MEDLINE 
520 |a Copyright 2003 Wiley Periodicals, Inc. J Comput Chem 24: 727-731, 2003 
520 |a The neural network method was applied to the prediction of the content of protein secondary structure elements, including alpha-helix, beta-strand, beta-bridge, 3(10)-helix, pi-helix, H-bonded turn, bend, and random coil. The "pair-coupled amino acid composition" originally proposed by K. C. Chou [J Protein Chem 1999, 18, 473] was adopted as the input. Self-consistency and independent-dataset tests were used to appraise the performance of the neural network. Results of both tests indicated high performance of the method 
650 4 |a Comparative Study 
650 4 |a Journal Article 
650 7 |a Amino Acids  |2 NLM 
700 1 |a Liu, Xiao-Jun  |e verfasserin  |4 aut 
700 1 |a Chou, Kuo-Chen  |e verfasserin  |4 aut 
773 0 8 |i Enthalten in  |t Journal of computational chemistry  |d 1984  |g 24(2003), 6 vom: 30. Apr., Seite 727-31  |w (DE-627)NLM098138448  |x 0192-8651  |7 nnns 
773 1 8 |g volume:24  |g year:2003  |g number:6  |g day:30  |g month:04  |g pages:727-31 
912 |a GBV_USEFLAG_A 
912 |a SYSFLAG_A 
912 |a GBV_NLM 
912 |a GBV_ILN_350 
951 |a AR 
952 |d 24  |j 2003  |e 6  |b 30  |c 04  |h 727-31