SkinCon: A skin disease dataset densely annotated by domain experts for
fine-grained model debugging and analysis

SkinCon: A skin disease dataset densely annotated by domain experts for fine-grained model debugging and analysis

1 February 2023

Roxana Daneshjou

Mert Yuksekgonul

Papers citing "SkinCon: A skin disease dataset densely annotated by domain experts for fine-grained model debugging and analysis"

10 / 10 papers shown

Title
Describe Anything in Medical Images Xi Xiao Yunbei Zhang Thanh-Huy Nguyen Ba Thinh Lam Janet Wang ... Xingjian Li X. U. Wang Hao Xu Tianming Liu Min Xu MedIm VLM 46 0 0 09 May 2025
Concept-Based Unsupervised Domain Adaptation Xinyue Xu Y. Hu Hui Tang Yi Qin Lu Mi Hao Wang Xiaomeng Li 50 0 0 08 May 2025
CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification Cristiano Patrício Isabel Rio-Torto J. S. Cardoso Luís F. Teixeira João C. Neves VLM 170 0 0 21 Jan 2025
PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa Philippe Gottfrois Fabian Gröger Faly Herizo Andriambololoniaina L. Amruthalingam Alvaro Gonzalez-Jimenez ... M. Pouly Mendrika Fifaliana Rakotoarisaona Fahafahantsoa Rapelanoro Rabenja Ibrahima Traoré A. Navarini LM&MA 30 1 0 07 Nov 2024
Data Alignment for Zero-Shot Concept Generation in Dermatology AI S. Gadgil Mahtab Bigverdi MedIm AI4MH VLM 14 0 0 19 Apr 2024
Post-hoc Concept Bottleneck Models Mert Yuksekgonul Maggie Wang James Y. Zou 133 185 0 31 May 2022
Disparities in Dermatology AI Performance on a Diverse, Curated Clinical Image Set Roxana Daneshjou Kailas Vodrahalli R. Novoa Melissa Jenkins Weixin Liang ... Rachna Sahasrabudhe Johan A. C. Allerup Utako Okata-Karigane James Y. Zou A. Chiou 45 217 0 15 Mar 2022
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 104 180 0 20 Apr 2021
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors Adriano Lucieri Muhammad Naseer Bajwa S. Braun M. I. Malik Andreas Dengel Sheraz Ahmed MedIm 159 64 0 05 May 2020
On Completeness-aware Concept-Based Explanations in Deep Neural Networks Chih-Kuan Yeh Been Kim Sercan Ö. Arik Chun-Liang Li Tomas Pfister Pradeep Ravikumar FAtt 120 297 0 17 Oct 2019