submission1

About

Editor:

smriti161096

Contact email:

smriti161096@gmail.com

Image Version:

d7d50590-dd6b-4931-9a28-b6f6ef14cdaf — July 16, 2025

Summary

unet

Mechanism

breast cancer

Interfaces

This algorithm implements all of the following input-output combinations:

	Inputs	Outputs
1	DCE Breast MRI timepoint 1 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 1 Kind Image Read from `/input/images/dce-breast-mri-1/<uuid>.mha` or `/input/images/dce-breast-mri-1/<uuid>.tif` DCE Breast MRI timepoint 1 DCE Breast MRI timepoint 2 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 2 Kind Image Read from `/input/images/dce-breast-mri-2/<uuid>.mha` or `/input/images/dce-breast-mri-2/<uuid>.tif` DCE Breast MRI timepoint 2 T2 Breast MRI Description T2 weighted MRI of the breast Kind Image Read from `/input/images/t2-breast-mri/<uuid>.mha` or `/input/images/t2-breast-mri/<uuid>.tif` T2 Breast MRI DCE Breast MRI timepoint 0 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 0 (pre) Kind Image Read from `/input/images/dce-breast-mri-0/<uuid>.mha` or `/input/images/dce-breast-mri-0/<uuid>.tif` DCE Breast MRI timepoint 0	Bilateral Breast Classification Likelihoods Description A raw score (float) between 0 and 1 for each of the three possible classifications “normal" \| "benign" \| "malignant" for both the "left" and "right" breast. Kind Anything Write to `/output/bilateral-breast-classification-likelihoods.json` Example { "left": { "benign": 0.01, "normal": 0.988, "malignant": 0.001 }, "right": { "benign": 0.01, "normal": 0.001, "malignant": 0.988 } } Bilateral Breast Classification Likelihoods
2	DCE Breast MRI timepoint 1 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 1 Kind Image Read from `/input/images/dce-breast-mri-1/<uuid>.mha` or `/input/images/dce-breast-mri-1/<uuid>.tif` DCE Breast MRI timepoint 1 DCE Breast MRI timepoint 2 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 2 Kind Image Read from `/input/images/dce-breast-mri-2/<uuid>.mha` or `/input/images/dce-breast-mri-2/<uuid>.tif` DCE Breast MRI timepoint 2 T2 Breast MRI Description T2 weighted MRI of the breast Kind Image Read from `/input/images/t2-breast-mri/<uuid>.mha` or `/input/images/t2-breast-mri/<uuid>.tif` T2 Breast MRI DCE Breast MRI timepoint 0 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 0 (pre) Kind Image Read from `/input/images/dce-breast-mri-0/<uuid>.mha` or `/input/images/dce-breast-mri-0/<uuid>.tif` DCE Breast MRI timepoint 0 DCE Breast MRI timepoint 3 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 3 Kind Image Read from `/input/images/dce-breast-mri-3/<uuid>.mha` or `/input/images/dce-breast-mri-3/<uuid>.tif` DCE Breast MRI timepoint 3	Bilateral Breast Classification Likelihoods Description A raw score (float) between 0 and 1 for each of the three possible classifications “normal" \| "benign" \| "malignant" for both the "left" and "right" breast. Kind Anything Write to `/output/bilateral-breast-classification-likelihoods.json` Example { "left": { "benign": 0.01, "normal": 0.988, "malignant": 0.001 }, "right": { "benign": 0.01, "normal": 0.001, "malignant": 0.988 } } Bilateral Breast Classification Likelihoods
3	DCE Breast MRI timepoint 1 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 1 Kind Image Read from `/input/images/dce-breast-mri-1/<uuid>.mha` or `/input/images/dce-breast-mri-1/<uuid>.tif` DCE Breast MRI timepoint 1 DCE Breast MRI timepoint 2 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 2 Kind Image Read from `/input/images/dce-breast-mri-2/<uuid>.mha` or `/input/images/dce-breast-mri-2/<uuid>.tif` DCE Breast MRI timepoint 2 T2 Breast MRI Description T2 weighted MRI of the breast Kind Image Read from `/input/images/t2-breast-mri/<uuid>.mha` or `/input/images/t2-breast-mri/<uuid>.tif` T2 Breast MRI DCE Breast MRI timepoint 0 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 0 (pre) Kind Image Read from `/input/images/dce-breast-mri-0/<uuid>.mha` or `/input/images/dce-breast-mri-0/<uuid>.tif` DCE Breast MRI timepoint 0 DCE Breast MRI timepoint 3 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 3 Kind Image Read from `/input/images/dce-breast-mri-3/<uuid>.mha` or `/input/images/dce-breast-mri-3/<uuid>.tif` DCE Breast MRI timepoint 3 DCE Breast MRI timepoint 4 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 4 Kind Image Read from `/input/images/dce-breast-mri-4/<uuid>.mha` or `/input/images/dce-breast-mri-4/<uuid>.tif` DCE Breast MRI timepoint 4	Bilateral Breast Classification Likelihoods Description A raw score (float) between 0 and 1 for each of the three possible classifications “normal" \| "benign" \| "malignant" for both the "left" and "right" breast. Kind Anything Write to `/output/bilateral-breast-classification-likelihoods.json` Example { "left": { "benign": 0.01, "normal": 0.988, "malignant": 0.001 }, "right": { "benign": 0.01, "normal": 0.001, "malignant": 0.988 } } Bilateral Breast Classification Likelihoods
4	DCE Breast MRI timepoint 1 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 1 Kind Image Read from `/input/images/dce-breast-mri-1/<uuid>.mha` or `/input/images/dce-breast-mri-1/<uuid>.tif` DCE Breast MRI timepoint 1 DCE Breast MRI timepoint 2 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 2 Kind Image Read from `/input/images/dce-breast-mri-2/<uuid>.mha` or `/input/images/dce-breast-mri-2/<uuid>.tif` DCE Breast MRI timepoint 2 T2 Breast MRI Description T2 weighted MRI of the breast Kind Image Read from `/input/images/t2-breast-mri/<uuid>.mha` or `/input/images/t2-breast-mri/<uuid>.tif` T2 Breast MRI DCE Breast MRI timepoint 0 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 0 (pre) Kind Image Read from `/input/images/dce-breast-mri-0/<uuid>.mha` or `/input/images/dce-breast-mri-0/<uuid>.tif` DCE Breast MRI timepoint 0 DCE Breast MRI timepoint 3 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 3 Kind Image Read from `/input/images/dce-breast-mri-3/<uuid>.mha` or `/input/images/dce-breast-mri-3/<uuid>.tif` DCE Breast MRI timepoint 3 DCE Breast MRI timepoint 4 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 4 Kind Image Read from `/input/images/dce-breast-mri-4/<uuid>.mha` or `/input/images/dce-breast-mri-4/<uuid>.tif` DCE Breast MRI timepoint 4 DCE Breast MRI timepoint 5 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 5 Kind Image Read from `/input/images/dce-breast-mri-5/<uuid>.mha` or `/input/images/dce-breast-mri-5/<uuid>.tif` DCE Breast MRI timepoint 5	Bilateral Breast Classification Likelihoods Description A raw score (float) between 0 and 1 for each of the three possible classifications “normal" \| "benign" \| "malignant" for both the "left" and "right" breast. Kind Anything Write to `/output/bilateral-breast-classification-likelihoods.json` Example { "left": { "benign": 0.01, "normal": 0.988, "malignant": 0.001 }, "right": { "benign": 0.01, "normal": 0.001, "malignant": 0.988 } } Bilateral Breast Classification Likelihoods
5	DCE Breast MRI timepoint 1 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 1 Kind Image Read from `/input/images/dce-breast-mri-1/<uuid>.mha` or `/input/images/dce-breast-mri-1/<uuid>.tif` DCE Breast MRI timepoint 1 DCE Breast MRI timepoint 2 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 2 Kind Image Read from `/input/images/dce-breast-mri-2/<uuid>.mha` or `/input/images/dce-breast-mri-2/<uuid>.tif` DCE Breast MRI timepoint 2 T2 Breast MRI Description T2 weighted MRI of the breast Kind Image Read from `/input/images/t2-breast-mri/<uuid>.mha` or `/input/images/t2-breast-mri/<uuid>.tif` T2 Breast MRI DCE Breast MRI timepoint 0 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 0 (pre) Kind Image Read from `/input/images/dce-breast-mri-0/<uuid>.mha` or `/input/images/dce-breast-mri-0/<uuid>.tif` DCE Breast MRI timepoint 0 DCE Breast MRI timepoint 3 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 3 Kind Image Read from `/input/images/dce-breast-mri-3/<uuid>.mha` or `/input/images/dce-breast-mri-3/<uuid>.tif` DCE Breast MRI timepoint 3 DCE Breast MRI timepoint 4 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 4 Kind Image Read from `/input/images/dce-breast-mri-4/<uuid>.mha` or `/input/images/dce-breast-mri-4/<uuid>.tif` DCE Breast MRI timepoint 4 DCE Breast MRI timepoint 5 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 5 Kind Image Read from `/input/images/dce-breast-mri-5/<uuid>.mha` or `/input/images/dce-breast-mri-5/<uuid>.tif` DCE Breast MRI timepoint 5 DCE Breast MRI timepoint 6 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 6 Kind Image Read from `/input/images/dce-breast-mri-6/<uuid>.mha` or `/input/images/dce-breast-mri-6/<uuid>.tif` DCE Breast MRI timepoint 6	Bilateral Breast Classification Likelihoods Description A raw score (float) between 0 and 1 for each of the three possible classifications “normal" \| "benign" \| "malignant" for both the "left" and "right" breast. Kind Anything Write to `/output/bilateral-breast-classification-likelihoods.json` Example { "left": { "benign": 0.01, "normal": 0.988, "malignant": 0.001 }, "right": { "benign": 0.01, "normal": 0.001, "malignant": 0.988 } } Bilateral Breast Classification Likelihoods
6	DCE Breast MRI timepoint 1 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 1 Kind Image Read from `/input/images/dce-breast-mri-1/<uuid>.mha` or `/input/images/dce-breast-mri-1/<uuid>.tif` DCE Breast MRI timepoint 1 DCE Breast MRI timepoint 2 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 2 Kind Image Read from `/input/images/dce-breast-mri-2/<uuid>.mha` or `/input/images/dce-breast-mri-2/<uuid>.tif` DCE Breast MRI timepoint 2 T2 Breast MRI Description T2 weighted MRI of the breast Kind Image Read from `/input/images/t2-breast-mri/<uuid>.mha` or `/input/images/t2-breast-mri/<uuid>.tif` T2 Breast MRI DCE Breast MRI timepoint 0 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 0 (pre) Kind Image Read from `/input/images/dce-breast-mri-0/<uuid>.mha` or `/input/images/dce-breast-mri-0/<uuid>.tif` DCE Breast MRI timepoint 0 DCE Breast MRI timepoint 3 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 3 Kind Image Read from `/input/images/dce-breast-mri-3/<uuid>.mha` or `/input/images/dce-breast-mri-3/<uuid>.tif` DCE Breast MRI timepoint 3 DCE Breast MRI timepoint 4 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 4 Kind Image Read from `/input/images/dce-breast-mri-4/<uuid>.mha` or `/input/images/dce-breast-mri-4/<uuid>.tif` DCE Breast MRI timepoint 4 DCE Breast MRI timepoint 5 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 5 Kind Image Read from `/input/images/dce-breast-mri-5/<uuid>.mha` or `/input/images/dce-breast-mri-5/<uuid>.tif` DCE Breast MRI timepoint 5 DCE Breast MRI timepoint 6 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 6 Kind Image Read from `/input/images/dce-breast-mri-6/<uuid>.mha` or `/input/images/dce-breast-mri-6/<uuid>.tif` DCE Breast MRI timepoint 6 DCE Breast MRI timepoint 7 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 7 Kind Image Read from `/input/images/dce-breast-mri-7/<uuid>.mha` or `/input/images/dce-breast-mri-7/<uuid>.tif` DCE Breast MRI timepoint 7	Bilateral Breast Classification Likelihoods Description A raw score (float) between 0 and 1 for each of the three possible classifications “normal" \| "benign" \| "malignant" for both the "left" and "right" breast. Kind Anything Write to `/output/bilateral-breast-classification-likelihoods.json` Example { "left": { "benign": 0.01, "normal": 0.988, "malignant": 0.001 }, "right": { "benign": 0.01, "normal": 0.001, "malignant": 0.988 } } Bilateral Breast Classification Likelihoods
7	DCE Breast MRI timepoint 1 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 1 Kind Image Read from `/input/images/dce-breast-mri-1/<uuid>.mha` or `/input/images/dce-breast-mri-1/<uuid>.tif` DCE Breast MRI timepoint 1 DCE Breast MRI timepoint 2 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 2 Kind Image Read from `/input/images/dce-breast-mri-2/<uuid>.mha` or `/input/images/dce-breast-mri-2/<uuid>.tif` DCE Breast MRI timepoint 2 T2 Breast MRI Description T2 weighted MRI of the breast Kind Image Read from `/input/images/t2-breast-mri/<uuid>.mha` or `/input/images/t2-breast-mri/<uuid>.tif` T2 Breast MRI DCE Breast MRI timepoint 0 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 0 (pre) Kind Image Read from `/input/images/dce-breast-mri-0/<uuid>.mha` or `/input/images/dce-breast-mri-0/<uuid>.tif` DCE Breast MRI timepoint 0 DCE Breast MRI timepoint 3 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 3 Kind Image Read from `/input/images/dce-breast-mri-3/<uuid>.mha` or `/input/images/dce-breast-mri-3/<uuid>.tif` DCE Breast MRI timepoint 3 DCE Breast MRI timepoint 4 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 4 Kind Image Read from `/input/images/dce-breast-mri-4/<uuid>.mha` or `/input/images/dce-breast-mri-4/<uuid>.tif` DCE Breast MRI timepoint 4 DCE Breast MRI timepoint 5 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 5 Kind Image Read from `/input/images/dce-breast-mri-5/<uuid>.mha` or `/input/images/dce-breast-mri-5/<uuid>.tif` DCE Breast MRI timepoint 5 DCE Breast MRI timepoint 6 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 6 Kind Image Read from `/input/images/dce-breast-mri-6/<uuid>.mha` or `/input/images/dce-breast-mri-6/<uuid>.tif` DCE Breast MRI timepoint 6 DCE Breast MRI timepoint 7 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 7 Kind Image Read from `/input/images/dce-breast-mri-7/<uuid>.mha` or `/input/images/dce-breast-mri-7/<uuid>.tif` DCE Breast MRI timepoint 7 DCE Breast MRI timepoint 8 Description Dynamic Contrast-Enhanced MRI of the breast at timepoint 8 Kind Image Read from `/input/images/dce-breast-mri-8/<uuid>.mha` or `/input/images/dce-breast-mri-8/<uuid>.tif` DCE Breast MRI timepoint 8	Bilateral Breast Classification Likelihoods Description A raw score (float) between 0 and 1 for each of the three possible classifications “normal" \| "benign" \| "malignant" for both the "left" and "right" breast. Kind Anything Write to `/output/bilateral-breast-classification-likelihoods.json` Example { "left": { "benign": 0.01, "normal": 0.988, "malignant": 0.001 }, "right": { "benign": 0.01, "normal": 0.001, "malignant": 0.988 } } Bilateral Breast Classification Likelihoods

Validation and Performance

Left empty by the Algorithm Editors

Challenge Performance

Date	Challenge	Phase	Rank
July 18, 2025	ODELIA2025	Pre-evaluation test run [required for full submission]	20

Uses and Directions

This algorithm was developed for research purposes only.

Warnings

Left empty by the Algorithm Editors

Common Error Messages

Left empty by the Algorithm Editors

Information on this algorithm has been provided by the Algorithm Editors, following the Model Facts labels guidelines from Sendak, M.P., Gao, M., Brajer, N. et al. Presenting machine learning model information to clinical end users with model facts labels. npj Digit. Med. 3, 41 (2020). 10.1038/s41746-020-0253-3