Project

Histopathological Image Analysis

Technology

Python, TensorFlow, OpenCV, Keras, U-Net

Year

2023

Source Code

View on GitHub

Description

Built a U-Net deep learning model for medical image segmentation of histopathological slides. The model performs pixel-wise classification to identify and segment cancerous tissue regions with high accuracy.

Implemented with TensorFlow and Keras using the U-Net architecture with skip connections for precise boundary detection. Evaluated with standard medical imaging metrics including Dice coefficient and IoU.

Histopathological Image Analysis screenshot 1

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