Algorithms

We have made several machine learning algorithms available that you can try out by uploading your own anonymised medical imaging data. Please contact us if you would like to make your own algorithm available here.

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167 algorithms found

PDAC Tumor Segmentation

DRAGON RoBERTa Large General-domain

DRAGON Longformer Large General-domain

DRAGON Longformer Base General-domain

DRAGON RoBERTa Base General-domain

DRAGON BERT Base General-domain

DRAGON DistilBERT Base General-domain

Neural ODEs for Segmentation of Colon Glands

Article

Nuclei detection in immunohistochemistry

Article

Tumor proportion score in non-small cell lung cancer

Article

V_Unet

shifts

SPIDER Baseline IIS

spider

Carpal instability measurements

Article

SPIDER Baseline nnU-Net

spider

PI-CAI: Baseline nnDetection (supervised) trained on PI-CAI Private and Public Training Dataset

PI-CAI: Baseline U-Net (semi-supervised) trained on PI-CAI: Private and Public Training Dataset

PI-CAI: Baseline U-Net (supervised) trained on PI-CAI: Private and Public Training Dataset

PIMed-Stanford (X. Li, S. Vesal, S. Saunders, et al.; USA) algorithm trained on PI-CAI: Private and Public Training Dataset

PI-CAI

Swangeese (H. Kan, et al.; China) algorithm trained on PI-CAI: Private and Public Training Dataset

PI-CAI

BDAV_Y (Y. Yuan, et al.; Australia) algorithm trained on PI-CAI: Private and Public Training Dataset

PI-CAI

PI-CAI: Baseline nnDetection (semi-supervised) trained on PI-CAI: Private and Public Training Dataset

HookNet-TLS

PI-CAI: Baseline nnU-Net (semi-supervised) trained on PI-CAI: Private and Public Training Dataset

HeviAI (A. Karagoz, et al.; Turkey) algorithm trained on PI-CAI: Private and Public Training Dataset

Article Article PI-CAI

Prostate segmentation by Guerbet

Prostate zonal segmentation by BDAV_Y

Article

Hevi AI Prostate Zonal Segmentation

Article

Pulmonary Nodule Classification

JawFracNet

Lymphocytes detection in immunohistochemistry

PI-CAI: Baseline nnU-Net (supervised) trained on PI-CAI: Private and Public Training Dataset

Subsolid nodule segmentation

ATLAS_MDED

ATLAS

ATLAS_MDE

ATLAS

ATLAS_UNET

ATLAS

ISLES_MDED

isles22

ISLES_MDE

isles22

ISLES_SWIN

isles22

ISLES_UNET

isles22

nnUNet semi-supervised (trained w/ external public dataset [ProstateX])

Article Article PI-CAI

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