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Prediction to Progression-Free Survival Model in Patients with Brain Tumor

Project Overview

Brain tumors, prevalent across all ages, arise from complex brain structures. Abnormal cell growth forms tumors, classified as benign or malignant. Early detection is crucial, as these slow-growing masses often lack symptoms. Due to their diverse locations and effects, treatment is challenging.

This project aims to leverage deep learning and machine learning for automated image analysis, reducing human error and cost while improving treatment efficiency and uncovering tumor-related factors.

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Deep Learning Model: DeepLabV3+ Architecture

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