skim2mito

skim2mito is a snakemake pipeline for the batch assembly, annotation, and phylogenetic analysis of mitochondrial genomes from low coverage genome skims. The pipeline was designed to work with sequence data from museum collections. However, it should also work with genome skims from recently collected samples.

Contents

• Setup
• Example data
• Input
• Output
• Filtering contaminants
• [Assembly and ...

Workflow for microbial (meta-)genome annotation

Input is a (meta)genome sequence in fasta format.

• bakta

• KoFamScan (optional)

• InterProScan (optional)

• eggNOG mapper (optional)

• To RDF conversion with SAPP (optional, default on) --> SAPP conversion Workflow in WorkflowHub

git: https://gitlab.com/m-unlock/cwl

Workflow for converting (genome) annotation tool output into a GBOL RDF file (TTL/HDT) using SAPP

Current formats / tools:

• EMBL format
• InterProScan (JSON/TSV)
• eggNOG-mapper (TSV)
• KoFamScan (TSV)

git: https://gitlab.com/m-unlock/cwl

SAPP (Semantic Annotation Platform with Provenance):
https://gitlab.com/sapp
https://academic.oup.com/bioinformatics/article/34/8/1401/4653704

demux_doublet_sim

Repository for Nextflow pipeline used in demuxSNP demultipelxing paper

Overall workflow

1. Simulate doublets

2. Benchmark methods

• Experiments 1: Vary doublet rate
• Experiment 2: Vary SNP subsetting

Inputs

Most inputs are specified in nextflow.config: container__souporcell: path to souporcell apptainer image, ideally at top level of project. bam_path: Path to demultiplexed bam files. barcodes_path: Path to demultiplexed barcodes. tenx: Path to barcodes.tsv, features.tsv ...

Stratum corneum nanotexture feature detection using deep learning and spatial analysis: a non-invasive tool for skin barrier assessment

This repository presents an objective, quantifiable method for assessing atopic dermatitis (AD) severity. The program integrates deep learning object detection with spatial analysis algorithms to accurately calculate the density of circular nano-size objects (CNOs), termed the Effective Corneocyte Topographical Index (ECTI). The ECTI demonstrates remarkable ...

EuCanImage FHIR ETL Implementation

This repository contains the ETL implementation for EuCanImage, encouraging semantic interoperability of the clinical data obtained in the studies by transforming it into a machine-readable format following FHIR standards. This parser uses FHIR Resources in order to create the dictionaries following a FHIR compliant structure.

• Code Language is written in Python 3.11. ...

EuCanImage FHIR ETL Implementation

This repository contains the ETL implementation for EuCanImage, encouraging semantic interoperability of the clinical data obtained in the studies by transforming it into a machine-readable format following FHIR standards. This parser uses FHIR Resources in order to create the dictionaries following a FHIR compliant structure.

• Code Language is written in Python 3.11. ...

EuCanImage FHIR ETL Implementation

This repository contains the ETL implementation for EuCanImage, encouraging semantic interoperability of the clinical data obtained in the studies by transforming it into a machine-readable format following FHIR standards. This parser uses FHIR Resources in order to create the dictionaries following a FHIR compliant structure.

• Code Language is written in Python 3.11. ...

EuCanImage FHIR ETL Implementation

This repository contains the ETL implementation for EuCanImage, encouraging semantic interoperability of the clinical data obtained in the studies by transforming it into a machine-readable format following FHIR standards. This parser uses FHIR Resources in order to create the dictionaries following a FHIR compliant structure.

• Code Language is written in Python 3.11. ...

EuCanImage FHIR ETL Implementation

This repository contains the ETL implementation for EuCanImage, encouraging semantic interoperability of the clinical data obtained in the studies by transforming it into a machine-readable format following FHIR standards. This parser uses FHIR Resources in order to create the dictionaries following a FHIR compliant structure.

• Code Language is written in Python 3.11. ...