Table 2 Detailed description of various dataset
From: Multimodal Biomedical Image Segmentation using Multi-Dimensional U-Convolutional Neural Network
Methods | No. of dataset | Total number of images | Image resolution | Required resolution (input) |
|---|---|---|---|---|
Magnetic resonance image | BraTS2020 | 230 high-grade, and 85 low-grade gliomas | 240 × 240 × 155 | 80 × 80 × 48 |
Non-invasive dermoscopy | ISIC2020 | 3213 | not consistent | 256 × 192 |
Microbes Fluorescence Microscopy | Murphy Lab 3D hela | 106 | not consistent | 256 × 256 |
Endoscopy | EndoSLAM | 714 | 384 × 288 | 256 × 192 |
Electron Microscopy | ISBI-2022 | 45 | 512 × 512 | 256 × 256 |