Table 5. Diseases and technologies focused on each topic.
| Topic | Label | Disease focus of topic | Technology focus of topic |
|---|---|---|---|
| 1 | Denoising | Brain, chest | Low-dose CT image denoising |
| 2 | Compression | Multiple sclerosis | Lesion segmentation |
| 3 | Liver | Liver tumor | Lesion classification, organ segmentation |
| 4 | Tuberculosis | Chest tuberculosis | Disease detection, fast screening |
| 5 | Radiomics | Lung or rectal cancer | Treatment response assessment or prediction |
| 6 | Registration | Lung diseases | Image registration |
| 7 | Alzheimer’s disease | Alzheimer’s disease | Diagnosis, classification, prediction |
| 8 | Stroke | Stroke, brain | Lesion segmentation |
| 9 | Knee | Knee bone and cartilage | Automated segmentation |
| 10 | Pancreas | Pancreatic cancer | Diagnosis, segmentation, prediction |
| 11 | Prostate | Prostate tumor | Diagnosis, segmentation, prediction |
| 12 | Hemorrhage | Intracerebral hemorrhage | Automated diagnosis |
| 13 | PET | Brain, amyloid | Low-dose PET image reconstruction |
| 14 | Muscle | Muscle | Automated segmentation |
| 15 | Breast | Breast cancer | Diagnosis, segmentation, classification |
| 16 | Cortical | Cortical surface | Reconstruction, parcellation |
| 17 | Cardiac | Cardiac, left ventricle | Quantification, segmentation |
| 18 | COVID-19 | COVID-19 pneumonia | Diagnosis, prediction |
| 19 | Uncertainty | Tuberculosis, stroke | Uncertainty estimation, quantification |
| 20 | Retrieval | Brain, dermatoscopic | Image retrieval |
| 21 | Vessel | Coronary artery, carotid | Automatic characterization, image correction |
| 22 | Multi-modal | Brain tumor | Multi-modal medical image segmentation |
| 23 | Diabetes | Diabetic retinopathy | Localization, detection, classification |
| 24 | Dental | Dental caries | Diagnosis, age estimate, segmentation |
| 25 | Bone | Spine, femur | Automatic segmentation, bone age labeling |
| 26 | Brain | Gliomas brain tumor | Grades classification, grading, segmentation |
| 27 | Nodule | Lung nodule | Detection, classification, |
| 28 | Lymphatic | Lymph node metastasis | Prediction, pretreatment identification |
| 29 | Hypertension | Hypertension | Diagnosis, classification, prediction |
| 30 | Cervical | Cervical cancer | Segmentation, classification |
CT, computed tomography; PET, positron emission tomography; COVID-19, coronavirus disease 2019.