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

Get all 107 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	udityamerit/Breast-Cancer-Prediction-using-different-ML-models This project implements multiple machine learning algorithms to predict...	42	Emerging	3	Jupyter Notebook
3	josegcpa/wbs-prediction Code repository for project focusing on blood cell detection and diagnostic...	40	Emerging	2	R
4	smb-h/breast-cancer-patterns-association-rule-mining Breast Cancer Pattern Recognition through Association Rule Mining	39	Emerging	7	Jupyter Notebook
5	Eije1/TS_Academy_Capstone_Project This capstone project focuses on developing a machine learning pipeline to...	39	Emerging	1	Jupyter Notebook
6	Nneji123/Lung-Cancer-Detection A Machine Learning Project to detect if someone has Lung Cancer or not....	38	Emerging	13	Jupyter Notebook
7	digamjain/Cancer-Cell-Prediction Here I tried various Machine Learning algorithms on different cancer's...	36	Emerging	8	Jupyter Notebook
8	Praveenanand333/Early-Cancer-Prediction Empowering early cancer detection through advanced machine learning models....	36	Emerging	5	Jupyter Notebook
9	neil-ab/classification-xgboost-bayesopt A jupyter notebook for binary classification of breast cancer using XGBoost...	35	Emerging	9	Jupyter Notebook
10	sairbarbaros/Cancer-Cell-Classifier-High-Acc Predict which cell is cancerous with 96% accuracy using SVM machine learning...	33	Emerging	7	Jupyter Notebook
11	CRYPTOcoderAS/Breast-Cancer-Detection-ML-Project Breast Cancer Detection using ML	32	Emerging	40	HTML
12	gayathri1462/Breast-Cancer-Detection-Web-App SVM (Support Vector Machines) is used to build and train a model using human...	32	Emerging	23	Jupyter Notebook
13	Projet-M1CHPS/projet-chps21 Breast cancer detection using ML	31	Emerging	3	C++
14	VincentAlcazer/AIPAL Artificial Intelligence-based Prediction of Acute Leukemia: a free and...	30	Emerging	10	R
15	Aaryan-Patel2/BreastCancerProject Using University of California (Irvine)'s well known Breast-cancer dataset,...	30	Emerging	2	Jupyter Notebook
16	mafrs47/Lung_Cancer_Prediction This project predicts lung cancer risks using machine learning models like...	30	Emerging	5	Jupyter Notebook
17	rohitinu6/NeoLung Lung Cancer Prediction using Machine Learning Algorithms	29	Experimental	19	Jupyter Notebook
18	Yanne0800/Lung_Cancer_Prediction This project predicts lung cancer risks using machine learning models like...	29	Experimental	3	Jupyter Notebook
19	Abdullahw72/Breast-Cancer-Chatbot Medical Chatbot for Breast Cancer Care	28	Experimental	11	Jupyter Notebook
20	nordszamora/lung-cancer-detection The machine learning project pipeline for lung cancer analysis and...	28	Experimental	16	Jupyter Notebook
21	bblodfon/pdac-efs-bench2024 Feature Selection benchmark and analysis on multi-omics PDAC datasets	27	Experimental	1	R
22	Karthikg1908/Breast-Cancer-Analysis This project analyzes breast cancer data using Python, employing libraries...	27	Experimental	12	Jupyter Notebook
23	tanishqgautam/ML-Algorithms-for-Breast-Cancer-Prediction Application of several machine learning techniques to classify whether the...	27	Experimental	8	Jupyter Notebook
24	barzansaeedpour/cancer-detection This repository contains code and analysis for detecting cancer using...	27	Experimental	7	Jupyter Notebook
25	MazinOnsa/Breast-Cancer-Detection SVM for Breast Cancer Detection from mammogram Using MatLAB	27	Experimental	6	MATLAB
26	dyneth02/Breast-Cancer-Prediction-Machine-Learning-App A comprehensive machine learning application that predicts breast cancer...	26	Experimental	9	Python
27	farhadabedinzadeh/Thermogram-Breast-Cancer-Detection Thermograms Classification To Breast Cancer Detection Using Statistical And...	26	Experimental	5	MATLAB
28	ezgisubasi/breast-cancer-gene-expression This project aims to predict people who will survive breast cancer using...	25	Experimental	40	Jupyter Notebook
29	MarkBarsoumMarkarian/GPRC5A-paradox-PDAC Resolving the GPRC5A prognostic paradox in PDAC: subtype stratification,...	25	Experimental	4	R
30	lovnishverma/breastcancerpredictionproject This is a simple Flask web application that predicts whether a tumor is...	25	Experimental	4	HTML
31	mdzaheerjk/Predictive-Modeling-for-Cancer-Risk-Assessment-Using-MachineLearning This project develops a machine learning model to predict cancer risk levels...	25	Experimental	7	—
32	AqibNiazi/breast-cancer-prediction AI-powered breast cancer prediction system using Logistic Regression — Flask...	25	Experimental	1	Jupyter Notebook
33	ahmadali-jamali/Feature-selcetion Feature selection comparison in breath cancer dataset	24	Experimental	5	Python
34	bhavaniprasad73/Artificial-Neural-Network Artificial Neural Network - Wisconsin Breast Cancer Detection	24	Experimental	4	Jupyter Notebook
35	Taimisson/breast-cancer-wdbc-ml End-to-end machine learning pipeline for breast cancer diagnosis (malignant...	24	Experimental	3	Jupyter Notebook
36	ravindran-dev/CancerRisk-LR This project implements Logistic Regression, to perform binary...	24	Experimental	3	Jupyter Notebook
37	shubham5027/Breast-Cancer-Prediction-Using-Deep-Learning This project employs an Artificial Neural Network (ANN) to predict breast...	22	Experimental	6	Jupyter Notebook
38	atsawinkz/breast-cancer-logistic-regression A machine learning project to classify breast cancer cases using Logistic...	22	Experimental	—	Jupyter Notebook
39	sevvalnrdede/Raisin-Classification-Logistic-Regression A machine learning project that classifies two varieties of Turkish raisins...	22	Experimental	—	Jupyter Notebook
40	Mohamed-Ehab-Sabry/ml-mushroom-breast-cancer-classifier An end-to-end pipeline for classifying mushrooms and breast cancer samples...	22	Experimental	—	Jupyter Notebook
41	cerenorhan/bc-fuzzy-ml-repro Reproducible fuzzy-logic (Wang–Mendel Mamdani) vs ML baselines for breast...	22	Experimental	—	Python
42	MarkBarsoumMarkarian/RNA-harmonization-AI Batch-harmonized ML framework for cross-cohort RNA biomarker discovery in...	22	Experimental	6	R
43	Dr-Sushant/oncology-survival-modeling Oncology survival modeling pipeline integrating simulated clinical trial...	22	Experimental	—	Jupyter Notebook
44	och234/mammogram-mass-project This is a project use to describe if a mammogram is bening or malignant. The...	22	Experimental	1	Jupyter Notebook
45	AnkitSuthar-asce/Lung-Cancer-Stage-Prediction ML model predicting lung cancer stages with 94% accuracy using Random Forest...	22	Experimental	1	Jupyter Notebook
46	shreypatel2311/Kidney-Disease-Classification Kidney Disease Classification Using Machine Learning and AI [ "Government of...	22	Experimental	5	—
47	zhengzhengqu7-jpg/breast-cancer-wdbc-ml Predict malignant vs benign tumors using a complete ML pipeline with the...	22	Experimental	—	Jupyter Notebook
48	nano-bot01/Breast-Cancer-Detection Breast cancer detection using machine learning with deployment of model	21	Experimental	9	HTML
49	NhanPhamThanh-IT/GNB-Cancer-Cell-Classification 🔬 Reproducible sandbox for Gaussian Naive Bayes (GNB) applied to cancer cell...	21	Experimental	15	Jupyter Notebook
50	NhanPhamThanh-IT/Logistic-Regression-Breast-Cancer-Classification 🏥 AI-powered breast cancer classification using Logistic Regression with 95%...	21	Experimental	16	Jupyter Notebook
51	NhanPhamThanh-IT/Neural-Network-Breast-Cancer-Classification 🩺 Advanced neural network for breast cancer classification using Wisconsin...	21	Experimental	16	Jupyter Notebook
52	jimschacko/Breast-Cancer-Detection-using-Random-Forest Breast Cancer Detection using Random Forest Algorithm	21	Experimental	1	Python
53	vams2krish/Kidney-prediction-deep-learning Medical Project Implementation from End to End using python, MLflow, Dagshub...	21	Experimental	—	Jupyter Notebook
54	GITLAGGUI/Prostate-Cancer-Analysis Prostate Cancer Risk Analysis: Data-Driven Insight	21	Experimental	6	Jupyter Notebook
55	acetinkaya/Breast-Cancer-Classification-with-ML-Algorithms Comparison of Classification Success Rates of Different Machine Learning...	20	Experimental	6	—
56	agipratama/Breast-Cancer-Predictor-using-Pytorch 🎯 Develop a deep learning model to accurately predict breast cancer using...	20	Experimental	2	Jupyter Notebook
57	MainakRepositor/Breast-Cancer-Detector Detect Breast Cancer using ANN and Random Forest	19	Experimental	18	Python
58	mazhariseyedamirhossein/breast-cancer-wisconsin-classification-rf-xgboost-dl This project provides a robust diagnostic framework for the Breast Cancer...	19	Experimental	—	—
59	shirinshaik/Cervical-Cancer-Risk-Prediction-Using-Machine-Learning The goal is to build a machine learning model that can predict the...	19	Experimental	4	Jupyter Notebook
60	nowitsanurag/Classification-of-Cervical-Cancer-using-machine-learning Classification of cervical cancer using SVM is done on Herlev Pap Smear	19	Experimental	3	MATLAB
61	bindu2607/Lung-Cancer-Prediction-Using-Deep-Learning Lung Cancer Risk Prediction Web App – A Flask-based, full-stack application...	18	Experimental	1	HTML
62	albertobagnacani/BreastCancerPrediction Breast Cancer Prediction using Machine Learning	17	Experimental	1	Jupyter Notebook
63	Anni-Bamwenda/Metastatic-Cancer-Prediction Metastatic Cancer Diagnosis Prediction	17	Experimental	—	Jupyter Notebook
64	AashkaBhowmick/tcga-hnsc-prognostic-signature Transcriptome-derived prognostic risk score for TCGA-HNSC using penalized...	17	Experimental	—	R
65	shreyasnimbalkar/Breast-cancer-detection-model Breast cancer detection using deep learning (96.49% accuracy) on Wisconsin...	17	Experimental	—	Jupyter Notebook
66	kbronik2017/Machine_Learning_Cancer_Research_UCL Machine learning and Artificial Intelligence for time series analysis...	17	Experimental	1	Python
67	Msturroc/MLModelsCRC.jl Machine learning models (neural networks and XGBoost) for predicting relapse...	14	Experimental	—	Julia
68	poojagiridhardange-ux/Cancer-Detection-Machine-Learning Machine learning project for cancer detection using predictive analytics and...	14	Experimental	—	—
69	carlmonnaert/QRT-Challenge-Data-2025 Overall Survival Prediction for patients diagnosed with Myeloid Leukemia	14	Experimental	—	Jupyter Notebook
70	Osamsami/Machine-Learning-Project model training on Breast cancer Diagnosis Kaggle Dataset.....using (KNN Algorithm)	14	Experimental	—	Jupyter Notebook
71	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
72	DhruvalVakil/Cervical-Cancer-Prediction Developed an end-to-end machine learning pipeline to predict cervical cancer...	14	Experimental	—	Jupyter Notebook
73	reynadiaz-analytics/cancer-diagnosis-analysis Machine learning analysis of breast cancer diagnosis using morphometric cell...	14	Experimental	—	Jupyter Notebook
74	Kaida4318/Breast-Cancer-Classification-Logistic-Regression Breast cancer classification using Logistic Regression with 96% accuracy and...	14	Experimental	—	Jupyter Notebook
75	Shashwat-30/breast-cancer-prediction-ml Machine learning project using Random Forest to predict breast cancer diagnosis.	14	Experimental	—	Python
76	Simran-Sodhi/lung-cancer-classification Machine learning pipeline for lung cancer classification and subtype...	14	Experimental	—	—
77	vhemashre597-crypto/ml-chemo-recurrence-detection Machine learning models to predict cancer recurrence in patients after...	14	Experimental	—	—
78	immr4n/Breast-Cancer-ML-Classification Breast cancer classification using ML — SVM, Logistic Regression & KNN with...	14	Experimental	—	Jupyter Notebook
79	bilal-jaiel/Breast-Cancer-Outcome-Prediction Predicting breast cancer patient outcomes using clinical and genomic data,...	14	Experimental	—	—
80	andrew1550/Breast-Cancer-prediction-using-machine-learning 🔍 Predict breast cancer outcomes using machine learning, leveraging...	14	Experimental	—	Jupyter Notebook
81	DebugJedi/CancerPrediction PyTorch neural network · 97.4% test accuracy · breast cancer malignancy...	14	Experimental	—	Python
82	SharathShankarRathakrishnan/Thyroid-Cancer-Risk-Prediction-Using-Machine-Learning Trained and compared multiple ML models on a Kaggle thyroid cancer dataset....	14	Experimental	—	Jupyter Notebook
83	ykdid/BreastCancerPredictor A web application to predict breast cancer (benign-malignant) with using AI...	13	Experimental	11	TypeScript
84	Shashank911/Model-Comparison-Best-Model-Selection The objective of this task is to compare multiple machine learning models on...	13	Experimental	—	Jupyter Notebook
85	hanaa12334/breast-cancer-prediction-xai Explainable AI system for breast cancer diagnosis using Random Forest, SHAP,...	13	Experimental	—	TypeScript
86	dhianapereira/decision-tree Árvore de decisão de um conjunto de dados de câncer de mama que categoriza...	13	Experimental	2	JavaScript
87	ezegrenat/genomic-expressions Clasificadores supervisados para predecir pronóstico oncológico en lesiones...	13	Experimental	—	Jupyter Notebook
88	tirtha103/Breast-Cancer-Classification-using-Support-Vector-Machines-SVM- Breast Cancer Classification using Support Vector Machines (SVM). Complete...	13	Experimental	—	Jupyter Notebook
89	Mruuk/OncoTechWeb breast cancer analysis system, in which using neural networks makes it...	12	Experimental	1	HTML
90	KrishnaKJoshi1/Breast-Cancer-Diagnostic-ML-Project machine learning project for breast cancer diagnosis prediction using...	11	Experimental	—	Jupyter Notebook
91	AdhamAyoub/Breast-Cancer-Wisconsin-Diagnostic- Training data using logistic regression to predict whether the patient is...	11	Experimental	2	Jupyter Notebook
92	NinaadSawant23/breast-cancer-prediction A Flask-based web application that predicts breast cancer (malignant/...	11	Experimental	—	JavaScript
93	mariamourie/machine-learning-project Modelo de predição de câncer de mama	11	Experimental	3	Jupyter Notebook
94	nadhif-royal/ModelComparisonML In this project, I compare several commonly used machine learning models,...	11	Experimental	—	Jupyter Notebook
95	marismar/fetal-health-classification K-Nearest Neighbors (KNN) Algorithm for Machine Learning	11	Experimental	—	Jupyter Notebook
96	heshamayman/Tumor_Cancer_prediciton Cancer is one of the most lethal diseases in the present era that causes the...	11	Experimental	—	Python
97	RainFZY/Cervical-Cancer-Data-Analysis Explore a cervical cancer dataset using Machine Learning models	11	Experimental	3	HTML
98	sadrayef/Breast-cancer-detection-program Breast Cancer Detection using Machine Learning Algorithms	11	Experimental	3	Jupyter Notebook
99	mayurasandakalum/breast-cancer-detection Code for classifying breast cancer tumors using machine learning. Includes...	11	Experimental	4	Jupyter Notebook
100	cucu-o0/final_project_IH_leukemia ANNa (Artificial Neural Network anti-leukemia)	11	Experimental	4	Jupyter Notebook
101	yomnaomar/LCPS AUS Senior Design Project - Early Lung Cancer Detection	11	Experimental	4	Java
102	srinidh-007/cancer_detection Cancer Detection Model Application	11	Experimental	—	R
103	dkleftogi/immuneReconstitution_RRMS Describe immune reconstitution in Multiple Sclerosis using mass cytometry data	11	Experimental	—	R
104	ANSHPG/Malignant-or-Benign-A-Logistic-Regression-Study I have been working on a logistic regression project from scratch, without...	11	Experimental	—	Jupyter Notebook
105	wgustudenti/RCM_Information_Suite A machine learning project used primarily to search for special billing...	11	Experimental	—	Java
106	Abhijais4896/Breast-Cancer-prediction-using-machine-learning A machine learning project for predicting breast cancer diagnosis (benign or...	10	Experimental	1	Jupyter Notebook
107	Ultan-Kearns/LYIT-Machine-Learning-Project Diagnosing breast cancer using a variety of AI methods	10	Experimental	2	Jupyter Notebook