Imaging

Lesson Slides Hands-on Recordings Input dataset Workflows
AI pipeline for annotating marine species (Project Moorev - Marine)
Marine ecosystems biodiversity AI segmentation YOLO deep learning object detection
Analyse HeLa fluorescence siRNA screen
Image segmentation Object feature extraction Image thresholding High-throughput screening Overlay Fluorescence microscopy
Content Tracking and Verification in Galaxy Workflows with ISCC-SUM
Data management Data handling Data sharing Validation
End-to-End Tissue Microarray Image Analysis with Galaxy-ME
Image segmentation Tissue imaging
Execute a BiaPy workflow in Galaxy
Image segmentation Image annotation Deep learning Conversion Overlay 3D image Volume rendering
Introduction to Image Analysis using Galaxy
Image segmentation Image thresholding Conversion Object counting Overlay Fluorescence microscopy
Nucleoli segmentation and feature extraction using CellProfiler
Image segmentation Object feature extraction Multi-channel image
Object tracking using CellProfiler
Isolated object tracking Multi-channel image Earth observation
Overview of the Galaxy OMERO-suite - Upload images and metadata in OMERO using Galaxy
Data management Data handling Data sharing ROI selection
Parameter tuning and optimization - Evaluating nuclei segmentation with Galaxy
Image segmentation Parameter optimisation Validation
Quantification of electrophoresis gel bands using QuPath and Galaxy imaging tools
ROI selection Conversion Object feature extraction Multi-channel image
Quantification of single-molecule RNA fluorescence in situ hybridization (smFISH) in yeast cell lines
IDR dataset Spot detection Rasterisation Overlay
Quantitative Analysis of Histological Staining Using Color Deconvolution
Microscopy Bioimaging Histology pathology
Segmentation of Anatomical Structures in Medical 3-D Images
Image segmentation Conversion Overlay Object feature extraction Medical imaging Computed tomography 3D image Volume rendering
Tracking of mitochondria and capturing mitoflashes
Isolated object tracking Temporal analysis Time-lapse data
Training Custom YOLO Models for Segmentation of Bioimages
Image segmentation Image annotation Deep learning
Use Pycytominer in Galaxy for processing high dimensional image-based readouts
Object feature extraction high-throughput data cleaning cellprofiler deepprofiler
Using BioImage.IO models for image analysis in Galaxy
Image segmentation Image annotation Deep learning
Voronoi segmentation
Tessellation Image segmentation Object counting Overlay Multi-channel image
Where to start with bioimage analysis in Galaxy
Microscopy Bioimaging Histology

Metabolomics

Lesson Slides Hands-on Recordings Input dataset Workflows
Mass spectrometry imaging: Examining the spatial distribution of analytes
metabolomics mass spectrometry imaging imaging
Mass spectrometry imaging: Finding differential analytes
metabolomics mass spectrometry imaging imaging

Proteomics

Lesson Slides Hands-on Recordings Input dataset Workflows
Mass spectrometry imaging: Loading and exploring MSI data
mouse imaging mass spectrometry imaging