Search Results for author: David Koslicki

Found 5 papers, 3 papers with code

KGML-xDTD: A Knowledge Graph-based Machine Learning Framework for Drug Treatment Prediction and Mechanism Description

no code implementations30 Nov 2022 Chunyu Ma, Zhihan Zhou, Han Liu, David Koslicki

We believe it can effectively reduce "black-box" concerns and increase prediction confidence for drug repurposing based on predicted path-based explanations, and further accelerate the process of drug discovery for emerging diseases.

Drug Discovery

Finer Metagenomic Reconstruction via Biodiversity Optimization

1 code implementation NeurIPS 2020 Simon Foucart, David Koslicki

When analyzing communities of microorganisms from their sequenced DNA, an important task is taxonomic profiling: enumerating the presence and relative abundance of all organisms, or merely of all taxa, contained in the sample.

Compressive Sensing

EMDUnifrac: Exact Linear Time Computation of the Unifrac Metric and Identification of Differentially Abundant Organisms

2 code implementations14 Nov 2016 Jason McClelland, David Koslicki

Both the weighted and unweighted Unifrac distances have been very successfully employed to assess if two communities differ, but do not give any information about how two communities differ.

Quantitative Methods 92-08

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