The proposed network is implemented in PyTorch using a single Tesla V100-DGXS-32GB GPU of an NVIDIA DGX station. For the ResNet-50 part, PyTorch default ImageNet pretrained...
The MACS dataset is composed of FHD (1920x1080) surgical videos from the operative microscope of 16 patients during surgical repair of intracerebral aneurysms.
Surgical videos captured from microscopic or endo-scopy imaging devices are rich but complex sources of information, depicting different tools and anatomical structures utilized...
