Matthew A Kayala
Matthew A Kayala
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A prospective analysis of the Ab response to Plasmodium falciparum before and after a malaria season by protein microarray
PD Crompton, MA Kayala, B Traore, K Kayentao, A Ongoiba, GE Weiss, ...
Proceedings of the National Academy of Sciences 107 (15), 6958-6963, 2010
4222010
A Burkholderia pseudomallei protein microarray reveals serodiagnostic and cross-reactive antigens
PL Felgner, MA Kayala, A Vigil, C Burk, R Nakajima-Sasaki, J Pablo, ...
Proceedings of the National Academy of Sciences 106 (32), 13499-13504, 2009
1752009
A genome-wide proteome array reveals a limited set of immunogens in natural infections of humans and white-footed mice with Borrelia burgdorferi
AG Barbour, A Jasinskas, MA Kayala, DH Davies, AC Steere, P Baldi, ...
Infection and immunity 76 (8), 3374-3389, 2008
1702008
High-throughput prediction of protein antigenicity using protein microarray data
CN Magnan, M Zeller, MA Kayala, A Vigil, A Randall, PL Felgner, P Baldi
Bioinformatics 26 (23), 2936-2943, 2010
1602010
Sterile protective immunity to malaria is associated with a panel of novel P. falciparum antigens
A Trieu, MA Kayala, C Burk, DM Molina, DA Freilich, TL Richie, P Baldi, ...
Molecular & Cellular Proteomics 10 (9), M111. 007948, 2011
1532011
Learning to predict chemical reactions
MA Kayala, CA Azencott, JH Chen, P Baldi
Journal of chemical information and modeling 51 (9), 2209-2222, 2011
1502011
Cyber-T web server: differential analysis of high-throughput data
MA Kayala, P Baldi
Nucleic acids research 40 (W1), W553-W559, 2012
1352012
ReactionPredictor: prediction of complex chemical reactions at the mechanistic level using machine learning
MA Kayala, P Baldi
Journal of chemical information and modeling 52 (10), 2526-2540, 2012
1132012
Identification of a common immune signature in murine and human systemic Salmonellosis
SJ Lee, L Liang, S Juarez, MR Nanton, EN Gondwe, CL Msefula, ...
Proceedings of the National Academy of Sciences 109 (13), 4998-5003, 2012
972012
Serological profiling of a Candida albicans protein microarray reveals permanent host-pathogen interplay and stage-specific responses during candidemia
AB Mochon, J Ye, MA Kayala, JR Wingard, CJ Clancy, MH Nguyen, ...
PLoS Pathog 6 (3), e1000827, 2010
912010
The stability and complexity of antibody responses to the major surface antigen of Plasmodium falciparum are associated with age in a malaria endemic area
AE Barry, A Trieu, FJI Fowkes, J Pablo, M Kalantari-Dehaghi, A Jasinskas, ...
Molecular & Cellular Proteomics 10 (11), M111. 008326, 2011
802011
Large scale immune profiling of infected humans and goats reveals differential recognition of Brucella melitensis antigens
L Liang, D Leng, C Burk, R Nakajima-Sasaki, MA Kayala, VL Atluri, ...
PLoS neglected tropical diseases 4 (5), e673, 2010
522010
Identification of immunodominant antigens by probing a whole Chlamydia trachomatis open reading frame proteome microarray using sera from immunized mice
MI Cruz-Fisher, C Cheng, G Sun, S Pal, A Teng, DM Molina, MA Kayala, ...
Infection and immunity 79 (1), 246-257, 2011
412011
A machine learning approach to predict chemical reactions
M Kayala, P Baldi
Advances in Neural Information Processing Systems 24, 747-755, 2011
142011
Mitochondrial akt signaling modulated reprogramming of somatic cells
YH Chen, CC Su, W Deng, LF Lock, PJ Donovan, MA Kayala, P Baldi, ...
Scientific reports 9 (1), 1-14, 2019
42019
Reaction explorer: towards a knowledge map of organic chemistry to support dynamic assessment and personalized instruction
JH Chen, MA Kayala, P Baldi
Enhancing learning with online resources, social networking, and digital …, 2010
42010
Identification of immunodominant antigens by probing a whole Chlamydia ORFome microarray using sera from immunized mice
MI Cruz-Fisher, C Cheng, G Sun, S Pal, A Teng, DM Molina, MA Kayala, ...
Infection and Immunity, 2010
22010
Mitochondrial Akt1 Signaling Enhanced Reprogramming to Induced Pluripotent Stem Cells-A Novel Gateway of Cell Fate Decision
H Chen, Y Chen, HB Leu, W Deng, L Lock, R Lim, M Kayala, P Baldi, ...
DIABETES 61, A27-A27, 2012
2012
Learning to predict more chemical reactions: Model extensions and an expanded training set
MA Kayala, P Baldi
ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY 243, 2012
2012
Mechanistic chemical reaction prediction using machine learning
MA Kayala
University of California, Irvine, 2012
2012
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학술자료 1–20