Brain tumor classification based on MGMT methylation status present on the tumor cell.
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Updated
May 4, 2024 - Jupyter Notebook
Brain tumor classification based on MGMT methylation status present on the tumor cell.
Principal Component Analysis and Support Vector Machine for tumor classification in patients from the original Wisconsin breast cancer database.
As part of the Thesis project, an Artificial Intelligence model was trained to classify breast tumors from ultrasound images as benign or malignant. Additionally, a user-friendly web application was created with Python for the backend and ReactJS for the frontend.
[a.a. 22/23] G. Antonucci, N. Pagliara
Tumor Prediction Web App
An attempt to build accurate models for detecting various brain diseases
The goal of this project is to develop a tumor detection model utilizing logistic regression. This model aims to analyze medical imaging data and predict the likelihood of the presence of tumors.
[a.a. 22/23] G. Antonucci, N. Pagliara
Classification of Benign and Malignant Tumor
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). 🧠🔍
Use Logistic Regression and Supported Vector Machines (both in scikit-learn) to classify whether a tumor is malignant or benign
A deep learning project for brain tumor classification and segmentation on MRI images using CNN, U-Net, and VIT models.
Use deep learning to identify ocular tumor types
scMalignantFinder is a Python package specially designed for analyzing cancer single-cell RNA-seq datasets to distinguish malignant cells from their normal counterparts.
Using Naive Bayes for tumor classification in medical images. Great for healthcare & data science. Python & scikit-learn powered
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.
Classification of Brain tumor
An MRI tumor classification with AI chat bot
Tumor Identification Based on Machine Learning Analysis of Microarray Data (2024-2025)
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