Table 2.
Comparative analysis of bioimaging informatics approaches
| Features/Approaches | Methodology Categorization (Image mining, text mining, Image and text mining) | Domain Categorization (Open, specific) | Web Links |
|---|---|---|---|
| Fiji (36) | Image Mining | Specific for electron microscopy data | http://fiji.sc/Fiji |
| Particle swarm optimization (39) | Image and text mining | Open for all kinds of images. | Not publically available online. |
| Figure panel classification (42) | Image mining | Open for all kinds of images. | Not publically available online. |
| Analyzing axis diagrams (50) | Image and text mining | Open for all kinds of axis diagrams. | Not publically available online. |
| Automatic categorization of biomedical images (45) | Image mining | Open for all kinds of flow charts, experimental, graph and mixed images | Not publically available online. |
| Yale Image Finder (48) | Image mining | Open for all kinds of biomedical images | http://krauthammerlab.med.yale.edu/imagefinder/ |
| Hybrid framework (38)] | Image and text mining | Specific for protein-protein interaction images. | Not publically available online. |
| Low-level feature extraction with ontology (40, 41) | Image and text mining | Open for all kinds of images clinical health care images. | Not publically available online. |
| Mining images for the detection and analysis of gel diagrams (43) | Image and text mining | Specific for protein-protein interaction images. | Not publically available online. |
| Mining pathway diagrams (44) | Image and text mining | Specific for pathways analysis images. | www.biologicalnetworks.org |
| Edge-based image feature descriptor (47) | Image mining | Open for all kinds of images health care images. | Not publically available online. |
| Integrating image data into biomedical text categorization (49) | Image and text mining | Open for all kinds of biomedical images | Not publically available online. |