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tumor-classification

Here are 32 public repositories matching this topic...

ChongQingNoSubway / DGR-MIL

Code for paper: DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification [ECCV 2024]

transformer weakly-supervised-learning whole-slide-imaging tumor-heterogeneity tumor-detection self-attention multiple-instance-learning tumor-classification histopathology histopathology-image-analysis

Updated Sep 21, 2024
Python

AntonioDeFalco / SCEVAN

R package that automatically classifies the cells in the scRNA data by segregating non-malignant cells of tumor microenviroment from the malignant cells. It also infers the copy number profile of malignant cells, identifies subclonal structures and analyses the specific and shared alterations of each subpopulation.

scrna-seq single-cell copy-number-variation copynumber tumor-evolution tumor-heterogeneity aneuploidy scrna-seq-analysis subclone-identification tumor-classification clonal-evolution scrna-pipeline subclonal-deconvolution microenvironment clonal-analysis

Updated Jun 11, 2024
HTML

farazahmeds / Classification-of-brain-tumor-using-Spatiotemporal-models

Classification of brain tumor in MR images using deep spatiospatial models.

machine-learning deep-learning pytorch imageclassification tumor-classification

Updated Nov 21, 2021
Python

namanbansalcodes / Brain-Tumor-Diagnosis-using-Deep-Learning

Deep Learning Model that classifies brain tumor from images

machine-learning deep-learning tensorflow keras alexnet python-project tumor-classification brain-tumor-classification googlecollab

Updated Aug 14, 2020
Jupyter Notebook

LidiaGarrucho / MAMA-MIA

The MAMA-MIA Dataset: A Multi-Center Breast Cancer DCE-MRI Public Dataset with Expert Segmentations

deep-learning medical-imaging cancer-imaging-research pretrained-models mri-images dce-mri radiomics breast-cancer pretrained-weights 3d-segmentation tumor-segmentation tumor-classification mri-segmentation public-dataset breast-cancer-dataset foundation-models benchmark-dataset nnunet-v2

Updated Nov 13, 2024
Jupyter Notebook

AryaAftab / tumor-type-classification

Tumor type classification with traditional feature extractions and classifiers.

svm mlp knn radiomics glcm glrlm tumor-classification nakagami gldm

Updated Aug 12, 2022
Jupyter Notebook

sopeeweje / Bone-MRI

Deep Learning for Classification of Bone Lesions on Routine MRI

mri bone tumor-classification efficientnet

Updated Apr 6, 2021

JZK00 / TDA_MedIA_Tumor

Topological data analysis (TDA) in medical image analysis

topology-visualiztion tda medical-image-analysis tumor-classification

Updated Jan 4, 2024
Jupyter Notebook

brj0 / mepylome

Python toolkit for parsing, processing, and analysis of Illumina methylation array IDAT files

python methylation epigenetics illumina methylation-microarrays cnv umap minfi tumor-classification conumee methylation-extractor methylation-analysis methylation-plot

Updated Nov 22, 2024
Python

wxy12151 / Brain-tumor-binary-and-multiple-classifications-by-classical-ML-methods-and-CNN

random-forest svm cnn pytorch mlp knn mri-brain tumor-classification

Updated Feb 10, 2022
Jupyter Notebook

lbulic1003 / TumorMicroArr_ML

Tumor Identification Based on Machine Learning Analysis of Microarray Data (2024-2025)

machine-learning cancer-genomics tumor-classification microarray-data-analysis

Updated Oct 14, 2024
Jupyter Notebook

AHMEDSANA / Binary-class-Brain-Tumor-classification

In this we trained a model to detect if there is a tumor in the brain image given to the model. Meaning a model for binary class with an accuracy of above 90 for same and cross validation.

python binary tensorflow keras pandas kaggle classification brain binary-classification nueral-networks classification-algorithm classification-model tumor-detection binary-classifier binary-classificaiton binaryclassification tumor-classification brain-tumor-classification brain-tumor-detection

Updated Jul 24, 2023
Jupyter Notebook

assassint2017 / Ocular-tumor-Classification

Use deep learning to identify ocular tumor types

pytorch tumor-classification

Updated Apr 27, 2019
Python

Jonyyqn / scMalignantFinder

scMalignantFinder is a Python package specially designed for analyzing cancer single-cell RNA-seq datasets to distinguish malignant cells from their normal counterparts.

cancer oncology single-cell-genomics cancer-detection single-cell-rna-seq tumor-detection tumor-classification cancer-cells tumor-cells cancer-classification malignancy-classification

Updated Oct 16, 2024
Python

mohammad95labbaf / Brain-Tumor-TransferLearning

The Brain Tumor MRI Dataset from Kaggle is employed for automated brain tumor detection and classification research. Investigated methods include using pre-trained models (VGG16, ResNet50, and ViT). 🧠🔍

deep-neural-networks deep-learning neural-network keras cnn vision neural-networks deeplearning vit transfer-learning pretrained-models vgg16 cnn-keras keras-tensorflow kaggle-dataset resnet-50 tumor-detection tumor-classification vision-transformer

Updated May 21, 2024
Jupyter Notebook

Prometheussx / Cancer_Classification_NaiveBayes

Using Naive Bayes for tumor classification in medical images. Great for healthcare & data science. Python & scikit-learn powered

github python data-science machine-learning repository naive-bayes scikit-learn healthcare medical-imaging classification tumor-classification

Updated Oct 22, 2023
Python

Zouzzou21 / TIP-Projet-IRM-Cerveau

Student project in TIP at INSA Lyon to detect tumors via a neural network

deep-neural-networks tumor-detection insa-lyon tumor-classification

Updated Oct 24, 2024
Jupyter Notebook

pranav-on-github / TumorDiagnoseAI

A Real-Time Multi Class Brain Tumor Classifier to Classify Brain Tumors using ConvNets (CNNs) and ANN as an asset of Deep Learning and to examine the position of the tumor.

python deep-learning keras cnn neural-networks image-classification resnet transfer-learning ann flask-server keras-tensorflow resnet-50 tumor-classification

Updated Sep 10, 2023
Jupyter Notebook

Rahulraj31 / Brain_Tumor_ImageClassification

Classification of Brain tumor

cnn tf2 cnn-keras brain-imaging tumor-classification

Updated Jun 4, 2021
Jupyter Notebook

ZDavila3 / Braizen-Brain-tumor-classification

An MRI tumor classification with AI chat bot

machine-learning convolutional-neural-networks cnn-classification tumor-classification streamlit-webapp chatgpt-api

Updated Oct 17, 2024
Python

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