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STAD

Last updated 2026-01-15 01:59 · Cached 2026-02-08 16:57

Features Inference Manifest Tiling Training

Stage Summary Pipeline status at a glance Pipeline

Features
Encoders detected: gigapath_ft (741 files), h-optimus-0 (741 files), prov-gigapath (741 files), uni (741 files), virchow (741 files), virchow2 (741 files)
Inference
1120 prediction(s) · 180 positive label(s) · dataset tcga
Manifest
742 rows, 11 columns
Tiling
Tiling manifest covers 742 case(s)
Training
30 training run(s)

Case Summary Track cohort coverage by encoder Cohort

Cases Inspect case-level tiles and encoders Cases

Manifest Overview Preview the manifest and target distribution Manifest

742 rows · 9 columns

Target: PIK3CA_BINARY Target: PIK3CA

slide_id	DMP_ASSAY_ID	split_1	split_2	split_3	split_4	split_5	PIK3CA
P-0000076-T01-IM3	P-0000076-T01-IM3	train	test	train	train	test	Negative
P-0000086-T01-IM3	P-0000086-T01-IM3	train	train	train	test	test	Negative
P-0000121-T01-IM3	P-0000121-T01-IM3	train	train	train	test	train	Negative
P-0000144-T01-IM3	P-0000144-T01-IM3	test	test	train	train	test	Negative
P-0000180-T02-IM3	P-0000180-T02-IM3	train	test	train	train	train	Negative

Cross-Validation Performance Compare experiments across validation splits Validation

External Inference Diagnostics Interactive ROC/PR curves for each external inference experiment Inference