Cancer Prediction Using Data Mining using reusable libraries

by sarvan

Around the globe, people seek the help of doctors when they are ill, but they are not available due to some reason. The Cancer Disease Prediction application is end-user support and online consultation treatment. The application allows user to share their health-related metrics for cancer prediction, which processes patient details to check for various conditions that could be associated. We can use intelligent data mining techniques to guess the most accurate state of a patient's details. Various steps involved in this kit are: 1. Data Preparation 2. Data Mining 3. Pattern Recognition 4. Knowledge Representation Based on the result, the system automatically shows the result-specific doctors for further treatment. The system allows users to view doctor's details. Listed below are the best libraries that can help data mining and build a prediction system for cancer.

Use the open source, cloud APIs, or public libraries listed below in your application development based on your technology preferences, such as primary language. The below list also provides a view of the components' rating on different dimensions such as community support availability, security vulnerability, and overall quality, helping you make an informed choice for implementation and maintenance of your application. Please review the components carefully, having a no license alert or proprietary license, and use them appropriately in your applications. Please check the component page for the exact license of the component. You can also get information on the component's features, installation steps, top code snippets, and top community discussions on the component details page. The links to package managers are listed for download, where packages are readily available. Otherwise, build from the respective repositories for use in your application. You can also use the source code from the repositories in your applications based on the respective license types.

Pattern Recognition

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ISIC2018by chvlyl

Lesion attributes segmentation for melanoma detection with multi-task U-Net

Python Updated: 6 mo ago License: Permissive

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PyFeat-2.xby mrzResearchArena

Biological Feature Representation Tool form the Sequences

Python Updated: 11 mo ago License: Strong Copyleft

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SigProfilerExtractorby AlexandrovLab

SigProfilerExtractor allows de novo extraction of mutational signatures from data generated in a matrix format. The tool identifies the number of operative mutational signatures, their activities in each sample, and the probability for each signature to cause a specific mutation type in a cancer sample. The tool makes use of SigProfilerMatrixGenerator and SigProfilerPlotting.

Python Updated: 6 mo ago License: Permissive

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treeomicsby reiterlab

Decrypting somatic mutation patterns to reveal the evolution of cancer

Python Updated: 7 mo ago License: Strong Copyleft

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Data Mining

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2020plusby KarchinLab

Classifies genes as an oncogene, tumor suppressor gene, or as a non-driver gene by using Random Forests

Python Updated: 7 mo ago License: Permissive

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genome-nexusby genome-nexus

Interpreting cancer genomics data 🧬

Java Updated: 2 d ago License: Permissive

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medical_analysis_machine_learningby eddieir

This repo is dedicated to the medical reserach for skin and breast cancer and brain tumor detection detection by using NN and SVM and vgg19

Python Updated: 2 y ago License: Permissive

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BandWagonby Edinburgh-Genome-Foundry

🎺 Plot DNA digestion band patterns with Python

Python Updated: 1 y ago License: Permissive

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CLOBNETby isoviita

Machine learning for clinical data mining

JavaScript Updated: 2 y ago License: Permissive

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cgtdby cancergenetrust

Decentralized distributed database of genomic and clinical data.

Python Updated: 2 y ago License: Permissive

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Histopathologic-Cancer-Detectionby ace19-dev

Kaggle Competition: Identify metastatic tissue in histopathologic scans of lymph node sections

Python Updated: 11 mo ago License: Permissive

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Data preparation

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SONDYby AdrienGuille

An open source social media data mining software (event detection + influence analysis)

Java Updated: 11 mo ago License: Strong Copyleft

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label-makerby developmentseed

Data Preparation for Satellite Machine Learning

Python Updated: 6 mo ago License: Permissive

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pretrain-vl-databy lichengunc

Pre-trained V+L Data Preparation

Python Updated: 8 mo ago License: Permissive

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Learn2Cleanby LaureBerti

Learn2Clean: Optimizing the Sequence of Tasks for Data Preparation and Cleaning

Python Updated: 7 mo ago License: Permissive

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automated-data-preprocessingby mdkearns

A command-line utility program for automating the trivial, frequently occurring data preparation tasks: missing value interpolation, outlier removal, and encoding categorical variables.

Python Updated: 7 mo ago License: Permissive

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discovery-spark-engineby metatron-app

A REST server for spark jobs from metatron discovery data preparation.

Java Updated: 9 mo ago License: Permissive

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GCBM.Chile.Data_Preprocessingby moja-global

This repo contains all the data preparation tools used to implement the GCBM in Chile

R Updated: 8 mo ago License: Weak Copyleft

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data-prepby Talend

OS code of Data-prep project

Java Updated: 9 mo ago License: Permissive

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Knowledge Representation

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knowledge_representation_pytorchby jimmywangheng

Several knowledge graph representation algorithms implemented with pytorch

Python Updated: 6 mo ago License: Permissive

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artificial-guyby sunil3590

Natural Language Processing + Knowledge Representation + Reasoning + Natural Language Generation

Java Updated: 1 y ago License: Permissive

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Fast-TransXby thunlp

An Efficient implementation of TransE and its extended models for Knowledge Representation Learning

C++ Updated: 7 mo ago License: Permissive

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Visualizerby ER-Visualizer

Emergency room simulator which is highly configurable and can simulate a broad range of scenarios. It can be used by medical professionals/researchers to determine bottlenecks and areas in the emergency room which would benefit most from added resources.

JavaScript Updated: 7 mo ago License: Permissive

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ReGraphby Kappa-Dev

Tool for building graph-based hierarchical knowledge representation systems

Python Updated: 7 mo ago License: Permissive

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