Cancer Detection Classification ML Frameworks

Machine learning projects for detecting and classifying various cancer types using medical datasets and traditional ML algorithms (SVM, Random Forest, ANN). Does NOT include general medical imaging frameworks, deep learning architectures, or non-cancer disease detection systems.

There are 99 cancer detection classification frameworks tracked. The highest-rated is greenelab/pancancer at 48/100 with 122 stars.

Get all 99 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	greenelab/pancancer Building classifiers using cancer transcriptomes across 33 different cancer-types	48	Emerging	122	Jupyter Notebook
2	Eije1/TS_Academy_Capstone_Project This capstone project focuses on developing a machine learning pipeline to...	39	Emerging	1	Jupyter Notebook
3	udityamerit/Breast-Cancer-Prediction-using-different-ML-models This project implements multiple machine learning algorithms to predict...	38	Emerging	3	Jupyter Notebook
4	josegcpa/wbs-prediction Code repository for project focusing on blood cell detection and diagnostic...	33	Emerging	2	R
5	smb-h/breast-cancer-patterns-association-rule-mining Breast Cancer Pattern Recognition through Association Rule Mining	32	Emerging	7	Jupyter Notebook
6	CRYPTOcoderAS/Breast-Cancer-Detection-ML-Project Breast Cancer Detection using ML	32	Emerging	40	HTML
7	Nneji123/Lung-Cancer-Detection A Machine Learning Project to detect if someone has Lung Cancer or not....	31	Emerging	13	Jupyter Notebook
8	digamjain/Cancer-Cell-Prediction Here I tried various Machine Learning algorithms on different cancer's...	29	Experimental	8	Jupyter Notebook
9	Praveenanand333/Early-Cancer-Prediction Empowering early cancer detection through advanced machine learning models....	29	Experimental	5	Jupyter Notebook
10	neil-ab/classification-xgboost-bayesopt A jupyter notebook for binary classification of breast cancer using XGBoost...	28	Experimental	9	Jupyter Notebook
11	sairbarbaros/Cancer-Cell-Classifier-High-Acc Predict which cell is cancerous with 96% accuracy using SVM machine learning...	26	Experimental	7	Jupyter Notebook
12	mafrs47/Lung_Cancer_Prediction This project predicts lung cancer risks using machine learning models like...	26	Experimental	5	Jupyter Notebook
13	MarkBarsoumMarkarian/GPRC5A-paradox-PDAC Resolving the GPRC5A prognostic paradox in PDAC: subtype stratification,...	25	Experimental	4	R
14	ezgisubasi/breast-cancer-gene-expression This project aims to predict people who will survive breast cancer using...	25	Experimental	40	Jupyter Notebook
15	AyomideA-S/breast-cancer-diagnostic-tool A containerized Machine Learning web app that predicts breast cancer...	25	Experimental	2	Jupyter Notebook
16	Yanne0800/Lung_Cancer_Prediction This project predicts lung cancer risks using machine learning models like...	25	Experimental	3	Jupyter Notebook
17	gayathri1462/Breast-Cancer-Detection-Web-App SVM (Support Vector Machines) is used to build and train a model using human...	25	Experimental	23	Jupyter Notebook
18	dyneth02/Breast-Cancer-Prediction-Machine-Learning-App A comprehensive machine learning application that predicts breast cancer...	24	Experimental	9	Python
19	Projet-M1CHPS/projet-chps21 Breast cancer detection using ML	24	Experimental	3	C++
20	AqibNiazi/breast-cancer-prediction AI-powered breast cancer prediction system using Logistic Regression — Flask...	23	Experimental	1	Jupyter Notebook
21	rdjverse/CancerGuardian CancerGuardian is a machine learning-powered web app that helps predict...	23	Experimental	1	Python
22	mdzaheerjk/Predictive-Modeling-for-Cancer-Risk-Assessment-Using-MachineLearning This project develops a machine learning model to predict cancer risk levels...	23	Experimental	7	—
23	VincentAlcazer/AIPAL Artificial Intelligence-based Prediction of Acute Leukemia: a free and...	23	Experimental	10	R
24	Aaryan-Patel2/BreastCancerProject Using University of California (Irvine)'s well known Breast-cancer dataset,...	23	Experimental	2	Jupyter Notebook
25	nordszamora/lung-cancer-detection The machine learning project pipeline for lung cancer analysis and...	22	Experimental	16	Jupyter Notebook
26	vams2krish/Kidney-prediction-deep-learning Medical Project Implementation from End to End using python, MLflow, Dagshub...	22	Experimental	—	Jupyter Notebook
27	mazhariseyedamirhossein/breast-cancer-wisconsin-classification-rf-xgboost-dl This project provides a robust diagnostic framework for the Breast Cancer...	22	Experimental	—	—
28	rohitinu6/NeoLung Lung Cancer Prediction using Machine Learning Algorithms	22	Experimental	19	Jupyter Notebook
29	atsawinkz/breast-cancer-logistic-regression A machine learning project to classify breast cancer cases using Logistic...	22	Experimental	—	Jupyter Notebook
30	sevvalnrdede/Raisin-Classification-Logistic-Regression A machine learning project that classifies two varieties of Turkish raisins...	22	Experimental	—	Jupyter Notebook
31	zhengzhengqu7-jpg/breast-cancer-wdbc-ml Predict malignant vs benign tumors using a complete ML pipeline with the...	22	Experimental	—	Jupyter Notebook
32	Mohamed-Ehab-Sabry/ml-mushroom-breast-cancer-classifier An end-to-end pipeline for classifying mushrooms and breast cancer samples...	22	Experimental	—	Jupyter Notebook
33	Dr-Sushant/oncology-survival-modeling Oncology survival modeling pipeline integrating simulated clinical trial...	22	Experimental	—	Jupyter Notebook
34	cerenorhan/bc-fuzzy-ml-repro Reproducible fuzzy-logic (Wang–Mendel Mamdani) vs ML baselines for breast...	22	Experimental	—	Python
35	Taimisson/breast-cancer-wdbc-ml End-to-end machine learning pipeline for breast cancer diagnosis (malignant...	22	Experimental	3	Jupyter Notebook
36	mrkomoruyi/Cancer-Diagnosis-MLOps-Pipeline End-to-end cancer diagnosis using Machine learning and Flask for a web interface.	22	Experimental	3	Jupyter Notebook
37	Abdullahw72/Breast-Cancer-Chatbot Medical Chatbot for Breast Cancer Care	21	Experimental	11	Jupyter Notebook
38	MazinOnsa/Breast-Cancer-Detection SVM for Breast Cancer Detection from mammogram Using MatLAB	20	Experimental	6	MATLAB
39	tanishqgautam/ML-Algorithms-for-Breast-Cancer-Prediction Application of several machine learning techniques to classify whether the...	20	Experimental	8	Jupyter Notebook
40	barzansaeedpour/cancer-detection This repository contains code and analysis for detecting cancer using...	20	Experimental	7	Jupyter Notebook
41	Karthikg1908/Breast-Cancer-Analysis This project analyzes breast cancer data using Python, employing libraries...	20	Experimental	12	Jupyter Notebook
42	bblodfon/pdac-efs-bench2024 Feature Selection benchmark and analysis on multi-omics PDAC datasets	20	Experimental	1	R
43	farhadabedinzadeh/Thermogram-Breast-Cancer-Detection Thermograms Classification To Breast Cancer Detection Using Statistical And...	19	Experimental	5	MATLAB
44	ravindran-dev/CancerRisk-LR This project implements Logistic Regression, to perform binary...	18	Experimental	3	Jupyter Notebook
45	lovnishverma/breastcancerpredictionproject This is a simple Flask web application that predicts whether a tumor is...	18	Experimental	4	HTML
46	MarkBarsoumMarkarian/RNA-harmonization-AI Batch-harmonized ML framework for cross-cohort RNA biomarker discovery in...	18	Experimental	6	R
47	ahmadali-jamali/Feature-selcetion Feature selection comparison in breath cancer dataset	17	Experimental	5	Python
48	bhavaniprasad73/Artificial-Neural-Network Artificial Neural Network - Wisconsin Breast Cancer Detection	17	Experimental	4	Jupyter Notebook
49	agipratama/Breast-Cancer-Predictor-using-Pytorch 🎯 Develop a deep learning model to accurately predict breast cancer using...	16	Experimental	2	Jupyter Notebook
50	AnkitSuthar-asce/Lung-Cancer-Stage-Prediction ML model predicting lung cancer stages with 94% accuracy using Random Forest...	15	Experimental	1	Jupyter Notebook
51	Anni-Bamwenda/Metastatic-Cancer-Prediction Metastatic Cancer Diagnosis Prediction	15	Experimental	—	Jupyter Notebook
52	och234/mammogram-mass-project This is a project use to describe if a mammogram is bening or malignant. The...	15	Experimental	1	Jupyter Notebook
53	shreyasnimbalkar/Breast-cancer-detection-model Breast cancer detection using deep learning (96.49% accuracy) on Wisconsin...	15	Experimental	—	Jupyter Notebook
54	shubham5027/Breast-Cancer-Prediction-Using-Deep-Learning This project employs an Artificial Neural Network (ANN) to predict breast...	15	Experimental	6	Jupyter Notebook
55	AashkaBhowmick/tcga-hnsc-prognostic-signature Transcriptome-derived prognostic risk score for TCGA-HNSC using penalized...	15	Experimental	—	R
56	shreypatel2311/Kidney-Disease-Classification Kidney Disease Classification Using Machine Learning and AI [ "Government of...	15	Experimental	5	—
57	GITLAGGUI/Prostate-Cancer-Analysis Prostate Cancer Risk Analysis: Data-Driven Insight	15	Experimental	6	Jupyter Notebook
58	NhanPhamThanh-IT/GNB-Cancer-Cell-Classification 🔬 Reproducible sandbox for Gaussian Naive Bayes (GNB) applied to cancer cell...	15	Experimental	15	Jupyter Notebook
59	NhanPhamThanh-IT/Logistic-Regression-Breast-Cancer-Classification 🏥 AI-powered breast cancer classification using Logistic Regression with 95%...	15	Experimental	16	Jupyter Notebook
60	NhanPhamThanh-IT/Neural-Network-Breast-Cancer-Classification 🩺 Advanced neural network for breast cancer classification using Wisconsin...	15	Experimental	16	Jupyter Notebook
61	nano-bot01/Breast-Cancer-Detection Breast cancer detection using machine learning with deployment of model	14	Experimental	9	HTML
62	reynadiaz-analytics/cancer-diagnosis-analysis Machine learning analysis of breast cancer diagnosis using morphometric cell...	14	Experimental	—	Jupyter Notebook
63	immr4n/Breast-Cancer-ML-Classification Breast cancer classification using ML — SVM, Logistic Regression & KNN with...	14	Experimental	—	Jupyter Notebook
64	Shashwat-30/breast-cancer-prediction-ml Machine learning project using Random Forest to predict breast cancer diagnosis.	14	Experimental	—	Python
65	bilal-jaiel/Breast-Cancer-Outcome-Prediction Predicting breast cancer patient outcomes using clinical and genomic data,...	14	Experimental	—	—
66	poojagiridhardange-ux/Cancer-Detection-Machine-Learning Machine learning project for cancer detection using predictive analytics and...	14	Experimental	—	—
67	Msturroc/MLModelsCRC.jl Machine learning models (neural networks and XGBoost) for predicting relapse...	14	Experimental	—	Julia
68	paul-london/Agentic-Machine-Learning-for-Multi-Omics-Breast-Cancer-Subtyping This project includes data engineering and machine learning (classic and...	14	Experimental	—	Jupyter Notebook
69	andrew1550/Breast-Cancer-prediction-using-machine-learning 🔍 Predict breast cancer outcomes using machine learning, leveraging...	14	Experimental	—	Jupyter Notebook
70	DhruvalVakil/Cervical-Cancer-Prediction Developed an end-to-end machine learning pipeline to predict cervical cancer...	14	Experimental	—	Jupyter Notebook
71	Osamsami/Machine-Learning-Project model training on Breast cancer Diagnosis Kaggle Dataset.....using (KNN Algorithm)	14	Experimental	—	Jupyter Notebook
72	SharathShankarRathakrishnan/Thyroid-Cancer-Risk-Prediction-Using-Machine-Learning Trained and compared multiple ML models on a Kaggle thyroid cancer dataset....	14	Experimental	—	Jupyter Notebook
73	KrishnaKJoshi1/Breast-Cancer-Diagnostic-ML-Project machine learning project for breast cancer diagnosis prediction using...	14	Experimental	—	Jupyter Notebook
74	carlmonnaert/QRT-Challenge-Data-2025 Overall Survival Prediction for patients diagnosed with Myeloid Leukemia	14	Experimental	—	Jupyter Notebook
75	DebugJedi/CancerPrediction PyTorch neural network · 97.4% test accuracy · breast cancer malignancy...	14	Experimental	—	Python
76	hanaa12334/breast-cancer-prediction-xai Explainable AI system for breast cancer diagnosis using Random Forest, SHAP,...	14	Experimental	—	TypeScript
77	jimschacko/Breast-Cancer-Detection-using-Random-Forest Breast Cancer Detection using Random Forest Algorithm	14	Experimental	1	Python
78	Indhira2025/Survival_Analysis_MSK_Chord_dataset Ongoing : ML based Genomic Patient Clustering and Survival Modeling to...	14	Experimental	—	HTML
79	vhemashre597-crypto/ml-chemo-recurrence-detection Machine learning models to predict cancer recurrence in patients after...	14	Experimental	—	—
80	Simran-Sodhi/lung-cancer-classification Machine learning pipeline for lung cancer classification and subtype...	14	Experimental	—	—
81	khadejalabs/mlproject End-to-End Machine Learning Pipeline to classify Leukemia subtypes (AML vs....	14	Experimental	—	Jupyter Notebook
82	Kaida4318/Breast-Cancer-Classification-Logistic-Regression Breast cancer classification using Logistic Regression with 96% accuracy and...	14	Experimental	—	Jupyter Notebook
83	acetinkaya/Breast-Cancer-Classification-with-ML-Algorithms Comparison of Classification Success Rates of Different Machine Learning...	13	Experimental	6	—
84	heshamayman/Tumor_Cancer_prediciton Cancer is one of the most lethal diseases in the present era that causes the...	13	Experimental	—	Python
85	MainakRepositor/Breast-Cancer-Detector Detect Breast Cancer using ANN and Random Forest	12	Experimental	18	Python
86	shirinshaik/Cervical-Cancer-Risk-Prediction-Using-Machine-Learning The goal is to build a machine learning model that can predict the...	12	Experimental	4	Jupyter Notebook
87	bindu2607/Lung-Cancer-Prediction-Using-Deep-Learning Lung Cancer Risk Prediction Web App – A Flask-based, full-stack application...	12	Experimental	1	HTML
88	Shinkhal/Cancer-Prediction Cancer Prediction is a web-based application designed to estimate the...	12	Experimental	1	JavaScript
89	nowitsanurag/Classification-of-Cervical-Cancer-using-machine-learning Classification of cervical cancer using SVM is done on Herlev Pap Smear	12	Experimental	3	MATLAB
90	dhianapereira/decision-tree Árvore de decisão de um conjunto de dados de câncer de mama que categoriza...	11	Experimental	2	JavaScript
91	tirtha103/Breast-Cancer-Classification-using-Support-Vector-Machines-SVM- Breast Cancer Classification using Support Vector Machines (SVM). Complete...	11	Experimental	—	Jupyter Notebook
92	ezegrenat/genomic-expressions Clasificadores supervisados para predecir pronóstico oncológico en lesiones...	11	Experimental	—	Jupyter Notebook
93	Shashank911/Model-Comparison-Best-Model-Selection The objective of this task is to compare multiple machine learning models on...	11	Experimental	—	Jupyter Notebook
94	nadhif-royal/ModelComparisonML In this project, I compare several commonly used machine learning models,...	11	Experimental	—	Jupyter Notebook
95	serhiiSotskyi/breascope-ai AI-powered breast cancer malignancy risk estimator using PyTorch, FastAPI,...	11	Experimental	—	HTML
96	maryamzaman30/Breast-Cancer-Classification-using-Deep-Learning CM3015 Machine Learning and Neural Networks Final - University of London	11	Experimental	—	HTML
97	kbronik2017/Machine_Learning_Cancer_Research_UCL Machine learning and Artificial Intelligence for time series analysis...	10	Experimental	1	Python
98	albertobagnacani/BreastCancerPrediction Breast Cancer Prediction using Machine Learning	10	Experimental	1	Jupyter Notebook
99	Mruuk/OncoTechWeb breast cancer analysis system, in which using neural networks makes it...	10	Experimental	1	HTML