All software
Medical Image Processing in Python
This lesson introduces some specifics of medical image processing with popular Python libraries such as SimpleITK, Pydicom and NiBabel. Reconstruction algorithms, image and DICOM anonymization, registration, segmentation, data augmentation and generative AI are covered.
- Image processing
- medical
- radiology
med-imagetools
Aims to provide transparent and reproducible medical image processing pipelines in Python. Focuses on subject-based machine learning and processing DICOMs into deep learning-ready format.
- Imaging and Image Processing
- Dockerfile
- Jupyter Notebook
- Python
MemBrain v2
MemBrain v2 aims to facilitate the analysis of membranes in cryo-electron tomography data. It consists of the components membrain-seg for membrane segmentation, membrain-pick for membrane protein localization, and membrain-stats for the extraction of membrane-based metrics.
- Python
MemRBC
MemRBC is an R package for spectral modeling of red blood cell shapes in R. It is the result of open science research, demonstrating the idea of hi-level apps with metadata creation in a lightweight obejct oriented approach.
- cell shape
- Helfrich
- R
- + 5
- R
- JavaScript
- C++
- + 1
MERCY
The marine mercury cycling model MERCY v2.0 is a chemistry transport and bio-accumulation model for mercury (Hg). It implements all known processes for marine (pelagic and benthic) Hg cycling into a biogeochemical 3D ocean-ecosystem model. https://gmd.copernicus.org/preprints/gmd-2021-427/
- Bioaccumulation
- Chemistry Transport Modeling
- Earth & Environment
- + 6
Merkle-DAG-Matlab
Merkle-Directed Acyclic Graph (DAG) in MATLAB
- Cryptographic-hash-functions
- Graph-algorithms-and-data-sturcture
- matlab
- + 1
- MATLAB
metadeconfoundR
Using non-parametric tests, naive associations between omics features and metadata in cross-sectional data-sets are detected. In a second step, confounding effects between metadata associated to the same omics feature are detected and labeled using nested post-hoc model comparison tests.
- R
MetaStore
MetaStore is a research data repository software for storing metadata documents and schemas. Quality and consistency are ensured by associating and validating each document against a schema. It supports JSON and XML.
- data managment
- FAIR Data
- metadata
- + 1
- Java
- JavaScript
- HTML
- + 3
Metasyn
Metasyn is a Python tool for synthetic data generation. It is geared towards use-cases where privacy is of the utmost importance. Metasyn emphasizes transparency and auditability of the outputs.
- disclosure
- generative models
- metadata
- + 3
- Dockerfile
- Python
methylKit
methylKit is an R package for DNA methylation analysis and annotation from high-throughput bisulfite sequencing. The package is designed to deal with sequencing data from RRBS and its variants, but also target-capture methods and whole genome bisulfite sequencing.
- R
- C++
- TeX
Metrics Reloaded
The mission of Metrics Reloaded toolkit is to guide researchers in the selection of appropriate performance metrics for biomedical image analysis problems and to provide a comprehensive online resource for metric-related information and pitfalls.
- Algorithm Validation
- Problem-Aware Metric Selection
- Problem Fingerprint
Metriplane
Open-source Python software for workcell state observation, incident evidence, deterministic record/replay, and reproducible regression testing.
- ArUco
- benchmark evidence
- computer vision
- + 12
- CSS
- Dockerfile
- HTML
- + 3