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Datasets:
harvardairobotics
/
FairSeg

Tasks:
Image Segmentation
Modalities:
Text
Formats:
csv
Languages:
English
Size:
10K - 100K
Tags:
medical
ophthalmology
fairness
segmentation
fundus
glaucoma
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
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+ Please refer to the following link for the description of the data and the code that accompanies the data.
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+
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+ https://github.com/Harvard-Ophthalmology-AI-Lab/FairSeg
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+
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+ The paper in which this dataset was first used and released:
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+
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+ Tian, Yu, Min Shi, Yan Luo, Ava Kouhana, Tobias Elze, and Mengyu Wang. "FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling." In The Twelfth International Conference on Learning Representations.
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+
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+ https://arxiv.org/pdf/2311.02189
ReadMe/data_summary.csv ADDED
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