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XiejiLi opened this issue Aug 6, 2024 · 2 comments
Closed

Access for downsteam-task data meta file #9

XiejiLi opened this issue Aug 6, 2024 · 2 comments

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@XiejiLi
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XiejiLi commented Aug 6, 2024

Hi, authors,
Thank you for you work for explainable AI in dermoatology filed. Currently I am reproducing your result in multiple downstream tasks. I tried to dive into a notebook, but it's hard to follow your work without a downstream dataset based on F17k and DDI, would you offer the meta file or code to process these downsteam-task dataset?
Thank a lot for presenting a inspired work for us.

@XiejiLi
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XiejiLi commented Aug 13, 2024

Also, I reproduce the result of F17k disease label annotation. When i processed f17k dataset,the positive example is less than 30 being exlcuded, these label left:

melanoma
nevus
basal cell carcinoma
actinic keratosis
benign keratosis
dermatofibroma
vascular lesion
malignant
seborrheic keratosis
squamous cell carcinoma
lentigo NOS
lichenoid keratosis

there are still 2 labels not found(currently 12 labels in 46051 images), could you provide the label columns you use in this experiment?

@chanwkimlab
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Hi, thank you for your interest in our work! The Fitzpatrick17k dataset contains three columns related to skin conditions: label, nine_partition_label, and three_partition_label. We used the label column, as it provides the most fine-grained disease classification. Also, you can find scripts for preprocessing datasets here. I hope this helps!

@XiejiLi XiejiLi closed this as completed Feb 20, 2025
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