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license: apache-2.0
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license: apache-2.0
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language:
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- en
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tags:
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- biology
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size_categories:
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- n<1K
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About Dataset
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Lung Cancer Image Dataset: A Comprehensive Collection
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Explore the intricacies of lung cancer with our curated dataset, consisting of high-resolution CT scan images. This dataset is designed to aid researchers, clinicians, and machine learning/ Deep learning enthusiasts in studying the diverse manifestations of lung cancer.
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Key Features:
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CT Scan Images:
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Our dataset comprises CT scan images, providing detailed insights into lung cancer morphology. Each image is a visual representation of the complex nature of lung tumors.
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Split for Comprehensive Analysis:
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Training Set (613 Images): A robust training set containing 613 images meticulously labeled into four distinct classes, allowing for in-depth model training and understanding.
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Testing Set (315 Images): Evaluate the model's performance on a diverse range of 315 images, each belonging to one of the four well-defined lung cancer classes.
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Validation Set (72 Images): A curated validation set of 72 images, essential for fine-tuning models and ensuring generalizability.
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Classes:
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Class 1: adenocarcinoma
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Class 2: large.cell.carcinoma
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Class 3: normal
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Class 4: squamous.cell.carcinoma
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