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List of works by Michael A Skinnider

A Targeted Proteomics Analysis of Cerebrospinal Fluid after Acute Human Spinal Cord Injury

scientific article published on 9 March 2017

A deep generative model enables automated structure elucidation of novel psychoactive substances

scientific article published in 2021

A rapid and accurate approach for prediction of interactomes from co-elution data (PrInCE).

scientific article published on 23 October 2017

An automated Genomes-to-Natural Products platform (GNP) for the discovery of modular natural products

scientific article

Artificial intelligence for natural product drug discovery

scientific article from 2023

Assembly and clustering of natural antibiotics guides target identification

scientific article (publication date: February 2016)

Automated identification of depsipeptide natural products by an informatic search algorithm

scientific article published on 8 December 2014

Cell type prioritization in single-cell data

scientific article published on 20 July 2020

Characteristics and outcomes of Canadian MD/PhD program graduates: a cross-sectional survey.

scientific article

Comparative analysis of chemical similarity methods for modular natural products with a hypothetical structure enumeration algorithm

scientific article published on 16 August 2017

Comprehensive prediction of secondary metabolite structure and biological activity from microbial genome sequences

scientific article published on 27 November 2020

Confronting false discoveries in single-cell differential expression

scientific article published on 28 September 2021

Context-specific interactions in literature-curated protein interaction databases

scientific article published on 19 October 2018

Cross-sectional-derived determinants of satisfaction with physician-scientist training among Canadian MD/PhD graduates

scientific article published on 28 September 2017

DeepRiPP integrates multiomics data to automate discovery of novel ribosomally synthesized natural products

scientific article published on 23 December 2019

Dynamic rewiring of the human interactome by interferon signaling

scientific article published on 15 June 2020

Evaluating measures of association for single-cell transcriptomics

scientific article published on 08 April 2019

Exploration of Nonribosomal Peptide Families with an Automated Informatic Search Algorithm

scientific article published on 10 September 2015

Genomes to natural products PRediction Informatics for Secondary Metabolomes (PRISM)

scientific article published on 5 October 2015

Genomic charting of ribosomally synthesized natural product chemical space facilitates targeted mining

scientific article (publication date: 18 October 2016)

Genomic data integration systematically biases interactome mapping

article

Global analysis of prokaryotic tRNA-derived cyclodipeptide biosynthesis

scientific article published on 15 January 2018

Informatic search strategies to discover analogues and variants of natural product archetypes.

scientific article published on 8 September 2015

Integrated systems analysis reveals conserved gene networks underlying response to spinal cord injury

article

Invalid SMILES are beneficial rather than detrimental to chemical language models

scientific article published on 29 March 2024

On the robustness of graph-based clustering to random network alterations

scientific article published on 04 November 2020

PRISM 3: expanded prediction of natural product chemical structures from microbial genomes

scientific article published on 28 April 2017

Polyketide and nonribosomal peptide retro-biosynthesis and global gene cluster matching

scientific article

PrInCE: an R/Bioconductor package for protein–protein interaction network inference from co-fractionation mass spectrometry data

Predictors of sustained research involvement among MD/PhD programme graduates.

scientific article published on 13 March 2018

Proteomic Portraits Reveal Evolutionarily Conserved and Divergent Responses to Spinal Cord Injury

scientific article published on 12 June 2021

Recovery of walking after paralysis by regenerating characterized neurons to their natural target region

scientific article published on 21 September 2023

Statistical reanalysis of natural products reveals increasing chemical diversity

scientific article published on 14 July 2017

The Canadian clinician-scientist training program must be reinstated

scientific article