Open XiejiLi opened 2 months ago
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?
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!
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.