no code implementations • 30 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.
2 code implementations • 28 Feb 2020 • Mohammed Alser, Jeremy Rotman, Kodi Taraszka, Huwenbo Shi, Pelin Icer Baykal, Harry Taegyun Yang, Victor Xue, Sergey Knyazev, Benjamin D. Singer, Brunilda Balliu, David Koslicki, Pavel Skums, Alex Zelikovsky, Can Alkan, Onur Mutlu, Serghei Mangul
We separately discuss how longer read lengths produce unique advantages and limitations to read alignment techniques.
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.
no code implementations • 26 Nov 2019 • Caitlin Loeffler, Keylie M. Gibson, Lana Martin, Liz Chang, Jeremy Rotman, Ian V. Toma, Christopher E. Mason, Eleazar Eskin, Joseph P. Zackular, Keith A. Crandall, David Koslicki, Serghei Mangul
The human-associated microbiome is closely tied to human health and is of substantial clinical interest.
2 code implementations • 14 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