Investigating the Quality of DermaMNIST and Fitzpatrick17k Dermatological Image Datasets

25 January 2024

Papers citing "Investigating the Quality of DermaMNIST and Fitzpatrick17k Dermatological Image Datasets"

3 / 3 papers shown

Title
CleanPatrick: A Benchmark for Image Data Cleaning Fabian Gröger Simone Lionetti Philippe Gottfrois Alvaro Gonzalez-Jimenez Ludovic Amruthalingam ... Philipp Tschandl Arash Koochek Matthew Groh Alexander A. Navarini Marc Pouly OOD 22 0 0 16 May 2025
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification Jiancheng Yang Rui Shi D. Wei Zequan Liu Lin Zhao B. Ke Hanspeter Pfister Bingbing Ni VLM 171 648 0 27 Oct 2021
Evaluating Deep Neural Networks Trained on Clinical Images in Dermatology with the Fitzpatrick 17k Dataset Matthew Groh Caleb Harris L. Soenksen Felix Lau Rachel Han Aerin Kim A. Koochek Omar Badri 112 182 0 20 Apr 2021