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Awesome Data Science Resources for Biomaterials Research Awesome

databases, datasets, software, models and other datascience resources for studying biomaterials

A biomaterial is a substance that has been engineered to interact with biological systems for a medical purpose – either a therapeutic (treat, augment, repair, or replace a tissue function of the body) or a diagnostic one. Wikipedia

Contents

Databases

Materials

  • DEBBIE - Database of Experimental Biomaterials and their Biological Effect (DEBBIE).
  • MatWeb - Database of material properties.
  • Spider Silkome Database - Sequences and properties of spider silks

Proteins/genes

Diseases

Images

Datasets

Tools

Image analysis

  • CellProfiler - Software for analysing cell images from high-content screens.
  • Cellpose - A deep learning-based tool for cell and nuclear segmentation.

Text processing (NLP)

  • EasyNER - Customizable easy-to-use text mining tool for medicine/life science.
  • DEBBIE pipeline - Text mining pipeline for biomaterial research used for the DEBBIE database.

Key papers

Reviews

Original articles

Educational resources

Projects

  • BiomatDB - Project aiming to create a database for biomaterials.
  • Materials Genome Initiative - Initiative of several US fedaral agencies for discovering, manufacturing, and deploying advanced materials. [ENDED?]

Miscellaneous

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