Feature Extraction
PyTorch
English
moozy
pathology
computational-pathology
digital-pathology
foundation-model
whole-slide-image
vision-transformer
self-supervised-learning
slide-encoder
case-encoder
histopathology
medical-imaging
multiple-instance-learning
slide-level-representation
patient-level-representation
multi-task-learning
survival-analysis
cancer
oncology
tissue-classification
mutation-prediction
TCGA
CPTAC
transformer
Eval Results (legacy)
- bladder_grade
- bladder_invasion_depth
- bladder_invasiveness
- bladder_tumor_presence
- bladder_tumor_type
- breast_dcis_presence
- breast_histologic_grade
- breast_histologic_type
- breast_mitotic_score
- breast_nuclear_grade
- breast_procedure_type
- breast_tubule_formation
- cervix_cin_grade
- cervix_invasive_vs_preinvasive
- cervix_procedure_type
- cervix_sil_grade
- colon_adenoma_dysplasia
- colon_differentiation
- colon_histologic_type
- colon_malignant_vs_benign
- lung_histologic_type
- lung_malignant_vs_benign
- lung_small_cell_vs_nsclc
- multi_organ_malignancy_detection
- multi_organ_organ_classification
- multi_organ_procedure_classification
- prostate_gleason_score
- prostate_grade_group
- prostate_primary_gleason
- prostate_secondary_gleason
- prostate_tumor_presence
- stomach_adenoma_dysplasia
- stomach_differentiation
- stomach_histologic_type
- stomach_intestinal_metaplasia
- stomach_malignant_vs_benign