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Releases: OmiCore-Japan/omicoretumordetector

omicore-tumordetector-crc-he-v0.1

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@OmiCore-Japan OmiCore-Japan released this 21 Sep 02:00

Model weights for omicore-tumordetector-crc-he-v0.1 (OmiCoreTumorDetector).

Downloaded automatically by the omicoretumordetector package on first use and
verified against the SHA-256 values recorded in omicoretumordetector/weights.py.

asset role
convnext-norm ConvNeXt-Tiny, NCT-CRC-HE-100K (stain-normalised)
convnext-nonorm ConvNeXt-Tiny, NCT-CRC-HE-100K-NONORM
effnetv2-nonorm EfficientNetV2-S, NCT-CRC-HE-100K-NONORM
seg-unet U-Net/ResNet-34 boundary refiner (EBHI-SEG)

The released ensemble omicore-tumordetector-crc-he-v0.1 averages the first three.

Research use only. Not a medical device; not validated for clinical use.
Weights are derivative works of CC-BY-4.0 datasets - see NOTICE for attribution.