Lung Cancer Detection ML Frameworks

Deep learning projects specifically for detecting and classifying lung cancer from medical imaging (CT scans, X-rays, histopathological images). Does NOT include generalized cancer detection across multiple organ types, nodule detection without classification, or non-imaging diagnostic approaches.

There are 75 lung cancer detection frameworks tracked. The highest-rated is baidu-research/NCRF at 44/100 with 760 stars.

Get all 75 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=lung-cancer-detection&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	baidu-research/NCRF Cancer metastasis detection with neural conditional random field (NCRF)	44	Emerging	760	Python
2	SaharStudios/LungCancerClassification This repository contains a deep learning-based cancer type prediction system...	41	Emerging	7	Jupyter Notebook
3	Priyansh42/Lung-Cancer-Detection This application aims to early detection of lung cancer to give patients the...	40	Emerging	81	Python
4	AiAiHealthcare/ProjectAiAi AiAi.care project is teaching computers to "see" chest X-rays and interpret...	38	Emerging	111	Dockerfile
5	workhub-workbot/lung-nodule-detection-yolov8 🩻 Detect lung nodules in CT scans using YOLOv8 and AWS SageMaker for early...	36	Emerging	2	—
6	VemundFredriksen/LungTumorMask Automatic end-to-end lung tumor segmentation from CT images.	34	Emerging	36	Python
7	hallowshaw/Lung-Cancer-Prediction-using-CNN-and-Transfer-Learning A deep learning-based system for predicting lung cancer from CT scan images...	33	Emerging	43	Jupyter Notebook
8	shivamBasak/Brain-Stroke-Detection This project involves developing a system to detect brain strokes from...	32	Emerging	29	Jupyter Notebook
9	ayush9304/Lung_Cancer_Detection Lung Nodules Segmentation from CT scans using CNN.	31	Emerging	24	Jupyter Notebook
10	justin13601/AICancer A Machine Learning Classifier for Lung & Colon Cancer Histopathological Images.	30	Emerging	19	Jupyter Notebook
11	rlsn/LungNoduleDetection Detect and locate lung nodules from CT images with deep learning	30	Emerging	21	Python
12	SerdarHelli/The-Classification-of-Thyroid-Tumors-on-UltraSound-Images-using-Deep-Learning-Methods The Basic Classification	30	Emerging	14	Jupyter Notebook
13	AiAiHealthcare/AiAiHealthcare.github.io AiAi code-charity project for Cancer and Tuberculosis screening in Radiology...	29	Experimental	10	JavaScript
14	SANUS-ML/SANUS-WEB SANUS - A CADx Platform. To detect diseases with medical records.	28	Experimental	8	CSS
15	Code-sHimanshu/navCancer-AI-Prediction NavCancer-AI-Prediction is a state-of-the-art medical imaging platform that...	28	Experimental	1	Python
16	jlockhar/GLASS-AI Machine learning tool for analysis of lung adenocarcinoma tumors	28	Experimental	5	MATLAB
17	nicedoctor123/Gastritis-MIL-pathology Deep learning for comprehensively assessing chronic gastritis from...	26	Experimental	4	Python
18	salahalshafey/breast_cancer_awareness An app assisting medical professionals and patients in breast cancer...	25	Experimental	2	Dart
19	adyashaexe/GastricSentinel AI-powered medical imaging system for detecting and classifying gastric...	25	Experimental	—	JavaScript
20	mateuszbuda/AI-TI-RADS AI TI-RADS system optimized using genetic algorithm	25	Experimental	5	Jupyter Notebook
21	Jaya-Prakash-17/lung-cancer-cnn-classifier Unlock the potential of AI in healthcare with our cutting-edge deep learning...	24	Experimental	1	—
22	MiguelC23/XAI-Skin-Cancer-Detection-A-Prototype-Based-Deep-Learning-Architecture-with-Non-Expert-Supervision Code Explainable Artificial Intelligence for Skin Cancer Detection: A...	24	Experimental	3	Jupyter Notebook
23	rumbleFTW/lung-cancer-detection A novel pipeline for detecting lung cancer from CT scan images.	24	Experimental	16	Jupyter Notebook
24	Dev-YashR/Lung-Cancer-Detection-VGG16 AI Lung Cancer Detection 🫁 \| 95.7% Accuracy 📈 \| VGG16 Transfer Learning 🧠....	23	Experimental	1	HTML
25	kenan-erol/AIHealthLungCancer A machine-learning model that uses a convolutional neural network to...	23	Experimental	2	Python
26	SriRammSS/tumor-classification IEEE Published (R10-HTC 2023) — Cross-Organ Bridge Transfer Learning for...	23	Experimental	1	CSS
27	Eslam0mansour/Graduation--project-Medical-Corner- Medical Corner is a medical application that detection of pneumonia and...	22	Experimental	47	Dart
28	g-riverac/Prostate_cancer_predictor 3D CNN prostate cancer predictor throught multiparametric magnetic resonance...	22	Experimental	1	Jupyter Notebook
29	svella9/Semi-Supervised-Learning-To-Improve-Lung-Cancer-Detection Boost lung Cancer Detection using Generative model and Semi-Supervised Learning	22	Experimental	11	JavaScript
30	Vanilla-Yukirin/ResViTM-Net ResViTM-Net: A novel hybrid deep learning model for automated Tuberculosis...	22	Experimental	3	Python
31	Harry-Potter20/Kidney-Disease-Classifier---DeepLearning-Project 🧬 Deep learning app for detecting kidney disease from CT scans. Built with...	22	Experimental	—	Jupyter Notebook
32	ImagingDataCommons/idc-comppath-reproducibility Classification of lung tumor slide images with the NCI Imaging Data Commons	21	Experimental	2	Jupyter Notebook
33	BarriBarri20/Lung-cancer-detection-model-training This project is a deep learning model for lung cancer prediction, trained on...	21	Experimental	12	Jupyter Notebook
34	VukIG/Cancer-Detection-App Welcome to CDA! 📸 This app seamlessly blends React Native for the frontend...	20	Experimental	10	Python
35	shshwtsrkr/Biopsy-AI This project is our submission, for the Google Solution Challenge 2023. With...	20	Experimental	5	Jupyter Notebook
36	toroleapinc/lung-nodule-detection lung nodule segmentation on LUNA16 CT scans	19	Experimental	—	Python
37	supu02/wsi-rl-cancer-navigation PPO-based reinforcement learning for whole-slide cancer image navigation...	19	Experimental	—	—
38	Dichotoom/Lung-Cancer-Classification Deep Learning classifier for lung cancer histopathology (LC25000) achieving...	19	Experimental	—	Python
39	mirugwe1/Cervical_Cancer_Screening This repository contains the implementation of deep learning Convolutional...	18	Experimental	5	Jupyter Notebook
40	adankitdutta/LungCancerDetectionUsingCNN Lung cancer detection using CNN. The dataset consist of normal and infected...	18	Experimental	8	Jupyter Notebook
41	meryemozlem/cancer_detection_cancerolog Taşınabilir Cihazlarda Gerçek Zamanlı Kanser Tespiti ve Sınıflandırmasını...	18	Experimental	5	Dart
42	sujal100/Endoscopy-Image-Processing Endoscopy Image Processing & Classification. Academic project as a part of...	17	Experimental	5	Jupyter Notebook
43	DhanushS-11/Cervical_Cancer_Classification_using_NAS-DARTS_vs_ResNet An AI project that uses Differentiable Architecture Search (DARTS) to...	17	Experimental	4	Python
44	immohitsen/JeevVeda JeevVeda is an early detection platform for lung cancer & OSCC using deep...	16	Experimental	—	TypeScript
45	DhanushS-11/Cancer-Image-Classification-with-AutoML-Driven-Neural-Architecture-Optimization A deep learning system that automatically designs optimal CNN architectures...	16	Experimental	2	Python
46	alejandromorislara/Lung-Cancer-Classification-using-Computerized-Tomography-CT-Data A machine learning project for classifying lung cancer using CT scan data....	16	Experimental	4	Jupyter Notebook
47	rdx7211/End-to-End-Chest-cancer-classification-project- End-to-end ML pipeline for chest cancer classification with DVC, MLflow,...	15	Experimental	—	PureBasic
48	tmkeating/H.-Pylori-Contamination-Detection Implements Fully Pre-trained Transfer Learning to recognize contaminated...	15	Experimental	1	Python
49	archanav12321/-Breast-Cancer-Detection-Using-AI-CNN-Based-Medical-Imaging-Pipeline- AI-powered breast cancer detection using image enhancement, segmentation,...	15	Experimental	1	Python
50	Da9TH5e/KidneyTumorCNN CPU-only CNN that predicts whether a kidney X-ray/CT image has a tumor or...	15	Experimental	1	Python
51	HitanshuBhatt/Cancer_detection Solo-built AI system that classifies lung CT scans as Normal, Benign, or...	15	Experimental	1	Python
52	DAS-medhub/multi-cancer-classification-Xception The Multi-Cancer Classification Tool is a machine learning-powered web...	15	Experimental	—	HTML
53	shubhamboral/gastric-cancer-tissue-image-classification Gastric Cancer Diagnosis from Histopathology: A CNN Approach	15	Experimental	—	Jupyter Notebook
54	Glor1us/gastrointestinal-image-classification-cnn Deep learning project for gastrointestinal image classification using CNN...	14	Experimental	—	Jupyter Notebook
55	RangeshPandianPT/PancreScan PancreScan is a deep learning research project designed to detect pancreatic...	14	Experimental	—	Python
56	BobbyOK/CT-Kidney-Classification-using-ML-DL Classify kidney disease from CT images using machine learning and deep...	14	Experimental	—	—
57	joelibaceta/LungCancer-ResNetClassifier Clasificación de Imágenes Histopatológicas de Cáncer de Pulmón Usando Redes...	14	Experimental	3	Jupyter Notebook
58	ThisIsMrIsmail/Lung-Cancer-Detection A convolutional neural network model that detects lung cancer disease...	13	Experimental	11	Jupyter Notebook
59	abhikrm0102/Lung-Nodules-Detection-and-Classification-using-UNet-DenseNet Develop a machine learning (ML) model for lung cancer detection using U-Net...	13	Experimental	10	Jupyter Notebook
60	shahin-ro/Lung-Cancer-Detection A deep learning system for classifying lung cancer from CT scans using CNN...	13	Experimental	2	Jupyter Notebook
61	chinni-d/Kidney_stone_detection This project builds a Kidney Stone Detection system using a Multi-Layer...	13	Experimental	2	HTML
62	NDarayut/Lung-Cancer-Classification-Based-on-CT-Images-Using-Hybrid-Convolutional-Neural-Network-Random-Fores Classifying Lung Cancer using a combination of Convolutional Neural Network...	13	Experimental	7	Jupyter Notebook
63	rachellea/explainable-ct-ai CT scan machine learning models including AxialNet and HiResCAM	13	Experimental	5	Python
64	thisistanishq/oroeye Production-grade Explainable AI (XAI) for early oral cancer detection. Uses...	12	Experimental	1	HTML
65	Sachintha-Samarathunga/Kidney-Stones-Detection-System The "kidney-stones-Detector" is an advanced system delivering precise...	12	Experimental	3	Jupyter Notebook
66	Ornella-Gigante/IA_Deep_Learning Solución de problemas reales- en este clasificando enfermedades...	12	Experimental	3	Jupyter Notebook
67	LonerWarlock/ViT-Kidney-Disease-Classifier A Deep Learning-based Web App that classifies kidney CT scan images into 4...	11	Experimental	2	Jupyter Notebook
68	sinahatami/cv-final-project Cervical cancer prediction via the SIPaKMeD dataset. Compares HOG...	11	Experimental	—	Jupyter Notebook
69	Bander03/kidney_stone_detection An AI-powered web application that lets you upload CT images to instantly...	11	Experimental	—	HTML
70	intel-comp-saude-ufes/2024-2-P2-OSCC-domain-shift-classification Repository dedicated to the studies of domain shift in the context of...	11	Experimental	—	Jupyter Notebook
71	BunyaphonCh/Deploy-AIB2024-Thytra Thyroid Ultrasound Image Classification for Disease Diagnosis /...	11	Experimental	—	Jupyter Notebook
72	marcohenning/lung-cancer-detection A machine learning model that detects and classifies lung cancer based on...	10	Experimental	1	Python
73	ccwutw/Lung_Nodules_Detection Lung Nodules Detection using Deep Learning	10	Experimental	1	—
74	asadsheikh1/BreastOnco 📸 Upload your mammogram image and answer a few questions. 🧠 Our app, powered...	10	Experimental	1	Dart
75	Ohlomonchick/COVID-CT-segmentation-system A neural network able to segment lung damage	10	Experimental	1	JavaScript

Comparisons in this category

ProjectAiAi and AiAiHealthcare.github.io (38 vs 29)