active-segmentation

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software/active-segmentation

ActiveSegmentation: A Simulation Framework for Benchmarking Active Learning Strategies for 3D Medical Image Segmentation

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active-segmentation project image — GitHub preview card for HealthML/active-segmentation. Served by its origin, not stored here, and not covered by this registry’s licence.

record

Category: Software & Systems
Subcategory: unknown
License: AGPL-3.0(osi)
Status: dormant
Maturity: deployed
Organization: HealthML
Country: unknown
Homepage: unknown
Repository: github.com/HealthML/active-segmentation
Documentation: unknown
Tags: 3d-image-segmentation · active-learning · deep-learning · medical-image-segmentation · medical-imaging · pytorch · pytorch-lightning · semantic-segmentation
Regulatory: unknown

built by · 6

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similar by tags

Computed from shared tags, weighted so a rare tag counts for more than a common one. These are suggestions, not curated relationships.

Lung-Tumor-Segmentation-DSmedical-image-segmentation · pytorch · pytorch-lightning
Lung tumor segmentation with the UNet model.
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Easy Volumetric Segmentation with Deep Learning
MONAILabelactive-learning · medical-imaging · pytorch
MONAI Label is an intelligent open source image labeling and learning tool.
mmsegmentationmedical-image-segmentation · pytorch · semantic-segmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
medico-sammedical-image-segmentation · medical-imaging · semantic-segmentation
Segment Anything for Medical Imaging
U-Net-PyTorchmedical-image-segmentation · medical-imaging · semantic-segmentation
🧠 Implement U-Net in PyTorch for effective binary image segmentation, focusing on brain tumor detection with a complete pipeline from data prep to evaluation.

sources

api.github.com/repos/HealthML/active-segmentation
retrieved 2026-08-05 · via github-api
Machine-imported from GitHub search. Last push 2022-07-05, 20 stars, license reported as AGPL-3.0. Category and schematic were assigned by keyword heuristics and are unreviewed.

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/v1/entries/36.json→ .entries["active-segmentation"]

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