TABLE 3.
Other Biomedical Image Models. Here, CT is computed tomography.
| Imaging Modality | Biomed Task | ML Task | License | Parameters Download | References |
|---|---|---|---|---|---|
| Mammography | Breast tumor | Classification & Detection | N/a | Yes | Ribli et al. (2018) |
| Fluorescence microscopy | Cellular structures reconstruction | Data generation | Apache-2.0 | No | Eschweiler et al. (2021) |
| CT | Pulmonary nodule | Detection | Apache-2.0 | No | Zhu et al. (2018b) |
| CT | Pulmonary nodule | Detection | MIT | No | Li and Fan, (2020) |
| Digital Pathology | Multiple pathologies | Graph embedding | AGPL 3.0 | No | Jaume et al. (2021) |
| Mammography | Breast tumor | Image Inpainting & Data generation | CC BY-NC-ND 4.0 | Yes | Wu et al. (2018) |
| Confocal microscopy | Cellular structures reconstruction | Reconstruction | Apache-2.0 | No | Vizcaíno et al. (2021) |
| Cryo-electron microscopy | Cellular structures reconstruction | Reconstruction | GPL-3.0 | No | Zhong et al. (2019) |
| Cryo-electron microscopy | Protein structures reconstruction | Reconstruction | GPL-3.0 | No | Ullrich et al. (2019) |
| Electron microscopy | Cellular structures reconstruction | Reconstruction | N/a | No | Guay et al. (2021) |
| 3D microscopy | Image acquisition | Reconstruction | BSD-3-Clause | No | Saha et al. (2020) |