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SCIENTIST REVIEW

Segmentation & QC

Review image quality, segmentation outputs, scientist corrections, repeat requirements, and approval status.

Awaiting Review14Scientist queue
High Confidence31≥ 0.90 illustrative
Needs Correction6Mask adjustment
Repeat Required3Acquisition repeat
Approved Today9Human sign-off
Segmentation outputs and confidence values are illustrative. A scientist must review image quality and mask boundaries before approval.

Scientific Review Queue

6 runs visible · select an item for image and mask review

Run IDStudySampleTreatmentTimepointImage QCSegmentation ConfidenceCorrection StateReviewerPriorityStatus
SEG-BC001-047BC-001BC-001-R2Drug BDay 7Passed0.94AI MaskUnassignedHighNeeds Review
SEG-GBM004-031GBM-004GBM-004-R1Drug ADay 3Needs Review0.87AI MaskDr. M. RossiHighNeeds Review
SEG-LU003-022LU-003LU-003-R3Drug BDay 7Needs Review0.76Scientist Corrected MaskDr. A. KumarHighCorrection Requested
SEG-BC001-046BC-001BC-001-R1ControlDay 7Passed0.96Final Approved MaskDr. L. ChenLowApproved
SEG-OV006-018OV-006OV-006-R2ControlDay 7Needs Review0.91AI MaskDr. L. ChenMediumNeeds Review
SEG-BC002-012BC-002BC-002-R1High DoseDay 3Needs Review0.83AI MaskUnassignedMediumNeeds Review

Original Image

BC-001 · BC-001-R2 · Drug B · Day 7

Illustrative tumour microscopy image; not diagnostic or measurement-grade
ILLUSTRATIVE IMAGEScale: recorded metadata

Illustrative preview · no diagnostic image processing.

Segmentation Overlay

AI Mask · illustrative mask

Illustrative tumour microscopy image; not diagnostic or measurement-grade
ILLUSTRATIVE IMAGEScale: recorded metadata

Scientist Review

Human QC decision and correction state

Segmentation confidence0.94Illustrative confidence value
Needs Review
Open Study Segmentation & QC

Confidence Distribution

Illustrative confidence values

0.95–1.0012
0.90–0.9419
0.80–0.898
<0.803

QC Failure Breakdown

Observed issue categories

Focus5
Artifacts4
Illumination3
Scale Metadata3
Incomplete Stack2
Other1