LesionLocator is a framework for zero-shot lesion segmentation and longitudinal tumor tracking in 3D full-body imaging.
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Updated
Feb 3, 2026 - Python
LesionLocator is a framework for zero-shot lesion segmentation and longitudinal tumor tracking in 3D full-body imaging.
Providing top-performing algorithms from the Brain Tumor Segmentation (BraTS) challenges.
Sturgeon is a CNS neural network classifier
Extract and evaluate radiomics for liver cancer tumors from DICOM segmentation masks. Using SimpleITK, PyRadiomics and PyDicom.
Code, data and model for Pérez-García et al. 2021, "A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections"
3D Slicer plugin for automatic segmentation and generation of standardized clinical reports for the most common brain tumors, using MRI volumes
Clinical oncology tumor board decision support system made by the Decider project.
This repository covers a brain scan tumor classification project for the University of Washington DATA 515 course. In our project we train a CNN to predict if a MRI scan (.jpg, .png, .jpeg) is tumorous or not.
🐳 Dockerized WES pipeline for variants identification in mathced tumor-normal samples
Repository with models, experiments and approaches for the BraTS 2017 and iSeg segmentation challenges.
Automated meningioma segmentation
pediatric brain tumor segmentation models
Mouse nEoanTigen pRedictOr
Efficient Deep Learning-based Forward Solvers for Brain Tumor Growth Models
Warlock is a snakemake workflow to spawn multiple demons (deme-based oncology models) as jobs running around on a cluster environment 😈😈
🤗 neukit: web application for automatic brain extraction and preoperative tumor segmentation from MRI
Open source code currently ready for submission, SAMRNet structure for brain tumor segmentation
GUNETR_pplus: Gradient enhanced UNETR_pplus with tumor segmentation
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