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1338 Workflows visible to you, out of a total of 1431

📄 Generalizable machine learning models for rapid antimicrobial resistance prediction in unseen healthcare settings

This repository contains the code used for the experiments in the paper:

Generalizable machine learning models for rapid antimicrobial resistance prediction in unseen healthcare settings by Diane Duroux, Paul P. Meyer, Giovanni Visonà, and Niko Beerenwinkel.

⚙️ Install the dependencies

Clone the repository, unzip OriginalData.zip, and install the necessary dependencies ...

Type: Python

Creators: None

Submitter: Diane Duroux

Type: Galaxy

Creators: Yi Sun, Arif Khan, nfdi4bioimage

Submitter: Yi Sun

DUNE: Deep feature extraction by UNet-based Neuroimaging-oriented autoEncoder

A versatile neuroimaging encoder that captures brain complexity across multiple diseases: cancer, dementia and schizophrenia.

Overview

DUNE (Deep feature extraction by UNet-based Neuroimaging-oriented autoEncoder) is a neuroimaging-oriented deep learning model designed to extract deep features from multisequence brain MRIs, enabling their processing by basic machine learning algorithms. This project provides an ...

Type: Python

Creator: Thomas Barba

Submitter: Thomas Barba

DOI: 10.48546/workflowhub.workflow.1809.1

Metatranscriptomics analysis using microbiome RNA-seq data (short)

Associated Tutorial

This workflows is part of the tutorial Metatranscriptomics analysis using microbiome RNA-seq data (short), available in the GTN

Features

Type: Galaxy

Creators: None

Submitter: GTN Bot

Stable

Code and supporting data for the article: "Exploring the role of normalization and feature selection in microbiome disease classification pipelines."

The repository contains the following folders:

  • 1. data: contains OTU/ASV tables and class annotations for the 15 curated datasets considered.
  • 2. src: code writen to perform the analyses from the article and the statistical tests
  • 3. results: tables containing global nested cross validation results
  • 4. figures

License: This

...

Stable

Galaxy workflow for the reproduction of the results published in: Panchal, Monik, Callison, June, Skukauskas, Vainius, Gianolio, Diego, Cibin, Giannantonio, York, Andrew P E, Schuster, Manfred E, Hyde, Timothy I, Collier, Paul, Catlow, C Richard A, Gibson, Emma K (2021) Operando XAFS investigation on the effect of ash deposition on three-way catalyst used in gasoline particulate filters and the effect of the manufacturing process on the catalytic activity DOI: 10.1088/1361-648x/abfe16.

This ...

Stable

Galaxy workflow for the reproduction of the results published in: R. H. Blackmore, M. E. Rivas, G. F. Tierney, K. M. H. .Mohammed, D. Decarolis, S. Hayama, F. Venturini, G. Held, R. Arrigo, M. Amboage, P. Hellier, E. W. Lynch, M. Amri, M. Casavola, T. Eralp Erden, P. Collier, P. P. Wells (2020) The electronic structure, surface properties, and in situ N2O decomposition of mechanochemically synthesised LaMnO3 DOI: 10.1039/d0cp00793e.

This workflow is published as part of the research data submitted ...

Stable

Galaxy workflow for the reproduction of the results published in: S. K. Matam, C. Moffat, P. Hellier, M. Bowker, I. P. Silverwood, C. R. A. .Catlow, S. D. Jackson, J. Craswell, P. P. Wells, S. F. Parker, E. K. Gibson (2021). Investigation of MoOx/Al2O3 under Cyclic Operation for Oxidative and Non-Oxidative Dehydrogenation of Propane DOI: 10.3390/catal10121370.

This workflow is published as part of the research data submitted for the paper Facilitating Reproducibility in Catalysis Research with ...

Stable

Galaxy workflow for the reproduction of the results published in: D. Decarolis, A. H. Clark, T. Pellegrinelli, M. Nachtegaal, E. W. Lynch, C. R. A. .Catlow, E. K. Gibson, A. Goguet, P. P. Wells (2021). Spatial Profiling of a Pd/Al2O3 Catalyst during Selective Ammonia Oxidation DOI: 10.1021/acscatal.0c05356.

This workflow is published as part of the research data submitted for the paper Facilitating Reproducibility in Catalysis Research with Managed Workflows and RO-Crates: A Galaxy Case Study, ...

Stable

Galaxy workflow for the reproduction of the results published in: R. H. Blackmore, M. E. Rivas, T. Eralp Erden, T. Dung Tran, H. R. Marchbank, D. Ozkaya, M. Briceno de Gutierrez, A. Wagland, P. Collier, P. P. Wells (2018). Understanding the mechanochemical synthesis of the perovskite LaMnO3 and its catalytic behaviour DOI: 10.1039/C9DT03590G.

This workflow is published as part of the research data submitted for the paper Facilitating Reproducibility in Catalysis Research with Managed Workflows ...

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