Table 4 Examples of ViT applications in medical image prediction
From: Vision transformer architecture and applications in digital health: a tutorial and survey
Method | Category | Medical application |
|---|---|---|
3D-SMx [64] | 3D (MRI, CT) | Context-aware dense prediction for different diseases that includes hemorrhagic stroke, abdominal CT images, brain tumor |
GBT [65] | Cancer genome (TCGA) | Computation pathology: genetic alteration |
RTM [66] | Ultrasound | Fetal weigh at birth prediction |
CLIMAT [67] | X-ray | Forecasts knee osteoarthritis trajectory |
Sig-Former [63] | Laparoscopy | Surgical instructions prediction |
SIGT [62] | Robot camera | Surgical instruction prediction and image captioning |