Search Results

TreeKernel: interpretable kernel machine tests for interactions between -omics and clinical predictors with applications to metabolomics and COPD phenotypes

• Authors : Charlie M. Carpenter; Lucas Gillenwater; Russell Bowler

Subjects: Kernel functions; Kernel methods; Kernel interactions

• Source: BMC Bioinformatics, Vol 24, Iss 1, Pp 1-14 (2023)

Record details

Estimating the optimal linear combination of predictors using spherically constrained optimization

• Authors : Priyam Das; Debsurya De; Raju Maiti

Subjects: Area under the curve; Classification; Global optimization

• Source: BMC Bioinformatics, Vol 23, Iss S3, Pp 1-20 (2022)

Record details

A base measure of precision for protein stability predictors: structural sensitivity

• Authors : Octav Caldararu; Tom L. Blundell; Kasper P. Kepp

Subjects: Protein stability; Mutation; Computation

• Source: BMC Bioinformatics, Vol 22, Iss 1, Pp 1-14 (2021)

Record details

Potential predictors of type-2 diabetes risk: machine learning, synthetic data and wearable health devices

• Authors : Paola Stolfi; Ilaria Valentini; Maria Concetta Palumbo

Subjects: Machine learning; Random forest; Emulator

• Source: BMC Bioinformatics, Vol 21, Iss S17, Pp 1-19 (2020)

Record details

Extracting predictors for lung adenocarcinoma based on Granger causality test and stepwise character selection

• Authors : Xuemeng Fan; Yaolai Wang; Xu-Qing Tang

Subjects: Predictor extraction; Lung adenocarcinoma; Granger causality test

• Source: BMC Bioinformatics, Vol 20, Iss S7, Pp 83-96 (2019)

Record details

Joint probabilistic-logical refinement of multiple protein feature predictors.

• Authors : Teso, Stefano¹ ; Passerini, Andrea¹

• Source: BMC Bioinformatics. 2014, Vol. 15 Issue 1, p2-23. 22p. 1 Diagram, 6 Charts.

Record details

Analysis of lifestyle and metabolic predictors of visceral obesity with Bayesian Networks.

• Authors : Aussem, Alex^1,2 ; Tchernof, André³; de Morais, Sérgio Rodrigues^1,2

• Source: BMC Bioinformatics. 2010, Vol. 11, p487-495. 9p.

Record details

Consistent metagenes from cancer expression profiles yield agent specific predictors of chemotherapy response.

• Source: BMC Bioinformatics. 2011 Supplement 6, Vol. 12 Issue Suppl 6, p310-320. 11p. 2 Diagrams, 1 Chart, 3 Graphs.

Record details

Predictors of natively unfolded proteins: unanimous consensus score to detect a twilight zone between order and disorder in generic datasets.

• Authors : Deiana, Antonio^1,2; Giansanti, Andrea^1,2,3

• Source: BMC Bioinformatics. 2010, Vol. 11, p198-213. 16p.

Record details

Evaluation of genomic island predictors using a comparative genomics approach.

• Authors : Langille, Morgan G. I.¹ ; Hsiao, William W. L.¹ ; Brinkman, Fiona S. L.¹

• Source: BMC Bioinformatics. 2008, Vol. 9, Special section p1-10. 10p. 2 Diagrams, 1 Chart.

Record details