Workflows

What is a Workflow?
1320 Workflows visible to you, out of a total of 1405
Stable

Colorectal-cancer-detection-using-ColoPola-dataset

Methods

We trained and tested three models from scratch (CNN, CNN_2 and EfficientFormerV2) and two pretrained models (DenseNet121 and EfficientNetV2-m) to classify the colorectal cancer using the ColoPola dataset.

ColoPola dataset

The dataset consists of 572 slices (specimens) with 20,592 images. There are 284 cancer samples and 288 normal samples. This dataset can download from Zenodo repository. ...

Type: Python

Creators: Thi-Thu-Hien Pham, Thao-Vi Nguyen, The-Hiep Nguyen, Quoc-Hung Phan, Thanh-Hai Le

Submitter: Thanh-Hai Le

DOI: 10.48546/workflowhub.workflow.1797.2

PanGIA: A universal framework for identifying association between ncRNAs and diseases

PanGIA is a deep learning model for predicting ncRNA-disease associations.

Model Architecture

Installation

conda create -n pangia python=3.11 
conda activate pangia 
pip install -r requirements.txt 

Prepare Datasets

The raw data can be downloaded from the following sources:

  • miRNA: The associations between miRNAs and diseases were obtained from the HMDD v4.0 ...

Type: Python

Creators: None

Submitter: qiankunzizairen Liu

GENome EXogenous (GENEX) sequence detection

This is a computational workflow for detecting coordinates of microbial-like or human-like sequences in eukaryotic and procaryotic reference genomes. The workflow accepts a reference genome in FASTA-format and outputs coordinates of microbial-like (human-like) regions in BED-format. The workflow builds a Bowtie2 index of the reference genome and aligns pre-computed microbial (GTDB v.214 or NCBI RefSeq release 213) or human (hg38) pseudo-reads to the ...

Find and annotate variants in ampliconic SARS-CoV-2 Illumina sequencing data and classify samples with pangolin and nextclade

Type: Galaxy

Creator: Peter van Heusden

Submitter: WorkflowHub Bot

COVID-19: variation analysis on WGS PE data

This workflows performs paired end read mapping with bwa-mem followed by sensitive variant calling across a wide range of AFs with lofreq and variant annotation with snpEff 4.5covid19.

Type: Galaxy

Creator: Wolfgang Maier

Submitter: WorkflowHub Bot

Variant calling and consensus sequence generation for batches of Illumina PE sequenced viruses with uncomplicated and stable genome structure (like e.g. Morbilliviruses).

Type: Galaxy

Creators: Peter van Heusden, Wolfgang Maier

Submitter: WorkflowHub Bot

Cloning simulation workflow for sequences present in DB

Run the GoldenGate cloning simulation for a list of constructs in a CSV file and interact with a database

steps:

input: csv file (without header) : The CSV file should contain the constraints line by line in the first column, along with their associated fragments on each line. This data will be passed to the seq_from_DB tool.

workflow_1 Parameter_Maystro

  1. Distribute workflow parameters on the workflow tools
  2. Parameters ...

Type: Galaxy

Creators: None

Submitter: ramiz khaled

COVID-19: variation analysis on ARTIC ONT data

This workflow for ONT-sequenced ARTIC data is modeled after the alignment/variant-calling steps of the ARTIC pipeline. It performs, essentially, the same steps as that pipeline’s minion command, i.e. read mapping with minimap2 and variant calling with medaka. Like the Illumina ARTIC workflow it uses ivar for primer trimming. Since ONT-sequenced reads have a much ...

Type: Galaxy

Creator: Wolfgang Maier

Submitter: WorkflowHub Bot

This workflow takes as input a SRA_manifest from SRA Run Selector and will generate one fastq file or fastq pair of file for each experiment (concatenated multiple runs if necessary). Output will be relabelled to match the column specified by the user.

Type: Galaxy

Creators: Lucille Delisle, Pierre Osteil, Wolfgang Maier

Submitter: WorkflowHub Bot

This workflow performs subtyping and consensus sequence generation for batches of Illumina PE sequenced Influenza A isolates.

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