Experts and Doctors on bayes theorem in Singapore, Central Singapore, Singapore

Summary

Locale: Singapore, Central Singapore, Singapore
Topic: bayes theorem

Top Publications

  1. Alkema L, Raftery A, Gerland P, Clark S, Pelletier F, Buettner T, et al. Probabilistic projections of the total fertility rate for all countries. Demography. 2011;48:815-39 pubmed publisher
    ..The method is evaluated using out-of-sample projections for the period since 1980 and the period since 1995, and is found to be well calibrated. ..
  2. Liu B, Hagiescu A, Palaniappan S, Chattopadhyay B, Cui Z, Wong W, et al. Approximate probabilistic analysis of biopathway dynamics. Bioinformatics. 2012;28:1508-16 pubmed publisher
    ..The source code is freely available at http://www.comp.nus.edu.sg/~rpsysbio/pada-gpu/ ..
  3. Nier V, Jain S, Lim C, Ishihara S, Ladoux B, Marcq P. Inference of Internal Stress in a Cell Monolayer. Biophys J. 2016;110:1625-1635 pubmed publisher
  4. Kwong Q, Teh C, Ong A, Chew F, Mayes S, Kulaveerasingam H, et al. Evaluation of methods and marker Systems in Genomic Selection of oil palm (Elaeis guineensis Jacq.). BMC Genet. 2017;18:107 pubmed publisher
    ..Machine learning slightly outperformed other methods, but required parameters optimization for GS implementation. ..
  5. Prathipati P, Ma N, Keller T. Global Bayesian models for the prioritization of antitubercular agents. J Chem Inf Model. 2008;48:2362-70 pubmed publisher
    ..Strategies for enhancing the repertoire of antiTB compounds with the model, including virtual screening of large databases and combinatorial library design, are proposed. ..
  6. Wee L, Er E, Ng L, Tong J. In silico prediction of the granzyme B degradome. BMC Genomics. 2011;12 Suppl 3:S11 pubmed
    ..The prediction server is available online, together with reference datasets and supplementary materials. ..
  7. Klaus S, Mendoza J, Liew J, Plath M, Meier R, Yeo D. Rapid evolution of troglomorphic characters suggests selection rather than neutral mutation as a driver of eye reduction in cave crabs. Biol Lett. 2013;9:20121098 pubmed publisher
    ..We propose that the evolution of these reductive traits-just like constructive traits-is most likely driven by strong directional selection. ..
  8. Lei Z, Tan I, Das K, Deng N, Zouridis H, Pattison S, et al. Identification of molecular subtypes of gastric cancer with different responses to PI3-kinase inhibitors and 5-fluorouracil. Gastroenterology. 2013;145:554-65 pubmed publisher
    ..We sought to identify subtypes of gastric adenocarcinomas with particular biological properties and responses to chemotherapy and targeted agents...
  9. Ang M, Wong W, Li X, Chee S. Interferon ? release assay for the diagnosis of uveitis associated with tuberculosis: a Bayesian evaluation in the absence of a gold standard. Br J Ophthalmol. 2013;97:1062-7 pubmed publisher
    ..To evaluate an interferon ? release assay in the diagnosis of uveitis associated with tuberculosis (TB), in the absence of a gold standard...

More Information

Publications15

  1. Pang B, Kuralmani V, Joshi R, Hongli Y, Lee K, Ang B, et al. Hybrid outcome prediction model for severe traumatic brain injury. J Neurotrauma. 2007;24:136-46 pubmed
    ..Combining both logistic regression and decision tree models, a hybrid prediction model was then developed. This hybrid model would more accurately predict the 6-month post-severe head injury outcome using baseline admission parameters...
  2. Wee L, Simarmata D, Kam Y, Ng L, Tong J. SVM-based prediction of linear B-cell epitopes using Bayes Feature Extraction. BMC Genomics. 2010;11 Suppl 4:S21 pubmed publisher
    ..A web server for predicting linear B-cell epitopes was developed and is available, together with supplementary materials, at http://www.immunopred.org/bayesb/index.html. ..
  3. Loke P, Chew L, Yap C. Pilot study on developing a decision support tool for guiding re-administration of chemotherapeutic agent after a serious adverse drug reaction. BMC Cancer. 2011;11:319 pubmed publisher
    ..Once validated, the model can be used to assist clinicians in deciding whether to rechallenge patients by determining if their initial assessment of rechallenge status of patients is accurate. ..
  4. Alkema L, Kantorova V, Menozzi C, Biddlecom A. National, regional, and global rates and trends in contraceptive prevalence and unmet need for family planning between 1990 and 2015: a systematic and comprehensive analysis. Lancet. 2013;381:1642-52 pubmed publisher
    ..United Nations Population Division and National University of Singapore. ..
  5. Tan V, FĂ©votte C. Automatic relevance determination in nonnegative matrix factorization with the ?-divergence. IEEE Trans Pattern Anal Mach Intell. 2013;35:1592-605 pubmed publisher
    ..We demonstrate the efficacy and robustness of our algorithms by performing extensive experiments on synthetic data, the swimmer dataset, a music decomposition example, and a stock price prediction task. ..
  6. Rackham O, Langley S, Oates T, Vradi E, Harmston N, Srivastava P, et al. A Bayesian Approach for Analysis of Whole-Genome Bisulfite Sequencing Data Identifies Disease-Associated Changes in DNA Methylation. Genetics. 2017;205:1443-1458 pubmed publisher