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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141 algorithms found

Hevi AI Prostate Zonal Segmentation

Article

JawFracNet

Lymphocytes detection in immunohistochemistry

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

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

Colon Budding in IHC

hal9000 - second Final phase submission

STOIC2021

Code 1055 - second Final phase submission

STOIC2021

uaux2 - second Final phase submission

STOIC2021

ITUnet2d

PI-CAI

nva_atlas

ATLAS

Mitosis Detection, Fast and Slow (MDFS)

MIDOG2022

Endometrial Carcinoma classification

Flying Bird - first Final phase submission

STOIC2021

etro - first Final phase submission

STOIC2021

Whole-heart segmentation in 3D contrast-enhanced cardiac CT

Article Article

PI-CAI: Baseline nnDetection (semi-supervised)

PI-CAI: Baseline U-Net (semi-supervised)

PI-CAI

Autopet_Submit

autoPET

PI-CAI: Baseline nnU-Net (semi-supervised)

PI-CAI: Baseline nnDetection (supervised)

First Densenet Team 1

Rib segmentation

Tibia segmentation in CT

Wrist segmentation

PI-CAI: Baseline nnU-Net (supervised)

LUNA22-ISMI-Team1

Baseline algorithm

LUNA22-ismi

PI-CAI: Baseline U-Net (supervised)

PI-CAI

Breast and fibroglandular tissue segmentation

Article

Age-related macular degeneration (AMD) Staging in Optical Coherence Tomography (OCT) with UBIX for Increased Reliability

Article

baseline

STOIC2021

Carotid artery vessel wall segmentation - Team Wall-E

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