lung-nodule-detection 开源项目推荐（13 个）

wikke /Tianchi-Medical-LungTumorDetect

天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet

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".

HiLab-git /SCPM-Net

[MICCAI2020]CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans

joyou159 /Lung-Nodule-Analysis-System

This project is an end-to-end deep learning pipeline for lung cancer detection using 3D CT scan data.

paulgeorge66 /fpgachina2025_49257

异构加速的肺结节检测系统（2025FPGA大赛国三作品）

nsourlos /emphysema_experiment

该项目在 GitHub 上没有填写描述

Dhritirajkalitacolab /luna16-lung-nodule-classifier

In progress (data acquisition); CT lung nodule classifier for the LUNA16 false-positive reduction task (888 scans, 1,186 nodules). Plan: SimpleITK preprocessing, PyRadiomics + gradient-boosting baseline, then a PyTorch CNN; scan-level 10-fold cross-validation; official FROC/CPM evaluation; FastAPI + Docker deployment.

anujmundu /lung-nodule-detection

Production-Grade Clinical AI CADx Suite for Pulmonary Nodule Detection in Chest X-Ray and CT scans using an Enhanced YOLOv5-CASP framework (CBAM Attention, ASPP Context, CoT3 Transformer) with Lung-RADS™ PACS Workstation & REST API.

nsourlos /lung_nodule_detection_dockerfile

Lung nodule detection Docker dependencies

ncalabro18 /Chest-X-ray-Classifier

Chest X-ray Classifier with Web Application Interface

M-DazzLe /DecoupledTriplet

Official code for "Decoupled Triplet: A Lightweight Three-Stage Detection–Diagnosis Pipeline for Pulmonary Nodules"

nsourlos /REDCap_annotations_to_txt_-_creation_of_many_csv_with_emphysema_degrees

该项目在 GitHub 上没有填写描述

NowfaL1N /LungLocAI

CT lung nodule detection & lung-cancer risk: lung extraction (incl. full-body CT), 3-D nodule detection, feature table + XGBoost, doctor PDF report. Research prototype.