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luna16

Here are 12 public repositories matching this topic...

SilvaEmerson / LUNA16-Image-Extractor

Python script that extract images from LUNA16 dataset to a human readable format

python data-science machine-learning database deep-learning python3 medical-imaging luna16

Updated Dec 26, 2022
Python

chengliu-LR / malignancy-detector-LUNA16

Implementation of lung nodule detection and false positive reduction using CT images for LUNA16-LUng-Nodule-Analysis-2016-Challenge.

deep-neural-networks computer-vision detection pytorch luna16

Updated Mar 18, 2021
Jupyter Notebook

hanziying / LUNA16_Challange_keras

Full Processing on Luna16 Challange (All data resampled to 1mm x 0.7mm x 0.7mm)

Updated May 18, 2017
Python

owczr / lung-cancer-detection

Lung cancer detection using deep learning models

python deep-learning tensorflow distributed-computing keras cnn transfer-learning azure-machine-learning luna16

Updated Jun 30, 2024
Jupyter Notebook

fitushar / AI-in-Lung-Health-Benchmarking-Detection-and-Diagnostic-Models-Across-Multiple-CT-Scan-Datasets

This study presents the development and validation of AI models for both nodule detection and cancer classification tasks. This benchmarking across multiple datasets establishes the DLCSD as a reliable resource for lung cancer AI research.

cancer detection classification ct luna16 nlst dlcs24

Updated Sep 29, 2024
Jupyter Notebook

ayush9304 / Lung_Cancer_Detection

Lung Nodules Segmentation from CT scans using CNN.

deep-learning tensorflow keras cnn medical-imaging lung-cancer-detection segmentation convolutional-neural-networks image-segmentation simpleitk lung-segmentation luna16

Updated Jan 27, 2023
Jupyter Notebook

svella9 / Semi-Supervised-Learning-To-Improve-Lung-Cancer-Detection

Boost lung Cancer Detection using Generative model and Semi-Supervised Learning

deep-learning semi-supervised-learning lung-cancer-detection generative-adversarial-networks data-science-bowl-2017 u-net luna16

Updated Jul 21, 2018
JavaScript

Rakshith2597 / Lung-nodule-detection-LUNA-16

Lung nodule detection- LUNA 16

python classification lung-cancer-detection segmentation deeplearning cancer-detection luna16

Updated Feb 20, 2020
Jupyter Notebook

VinAIResearch / 3D-UCaps

3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation (MICCAI 2021)

unet hippocampus cardiac-segmentation capsnet capsule-network luna16 medical-image-segmentation iseg-challenge segcaps

Updated Nov 12, 2024
Python

s-mostafa-a / Luna16

Developing a well-documented repository for the Lung Nodule Detection task on the Luna16 dataset. This work is inspired by the ideas of the first-placed team at DSB2017, "grt123".

notebook paper jupyter-notebook pytorch medical-imaging yolo lung-cancer-detection data-augmentation augmentation medical-image-processing data-science-bowl-2017 lung-nodule-detection luna16 3d-object-detection 3d-unet ct-scan-images 3d-preprocessing dsb2017 nodule-net

Updated Sep 8, 2021
Jupyter Notebook

Cheng-Lin-Li / SegCaps

A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.

deep-learning tensorflow keras python3 coco segmentation 3d 2d capsule 2d-images mscoco-dataset capsule-networks image-seg-tool luna16 capsule-nets 3d-images seg-caps binary-image-segmentation

Updated Aug 28, 2018
Jupyter Notebook

junqiangchen / LUNA16-Lung-Nodule-Analysis-2016-Challenge

LUNA16-Lung-Nodule-Analysis-2016-Challenge

python detection classification lung-cancer-detection resnet vnet tensroflow lidc-dataset luna16

Updated Aug 7, 2023
Python

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