PatchAlign:Fair and Accurate Skin Disease Image Classification by
Alignment with Clinical Labels

PatchAlign:Fair and Accurate Skin Disease Image Classification by Alignment with Clinical Labels

8 September 2024

Gagan Raj Gupta

Papers citing "PatchAlign:Fair and Accurate Skin Disease Image Classification by Alignment with Clinical Labels"

10 / 10 papers shown

Title
Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision Siyuan Yan Zhen Yu Xuelin Zhang Dwarikanath Mahapatra Shekhar S. Chandra Monika Janda Peter Soyer Z. Ge 58 26 0 02 Mar 2023
Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification Peter J. Bevan Amir Atapour-Abarghouei 47 29 0 06 Feb 2022
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 472 40,217 0 22 Oct 2020
Investigating Bias and Fairness in Facial Expression Recognition Tian Xu J. White Sinan Kalkan Hatice Gunes CVBM 63 161 0 20 Jul 2020
Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction L. Rasmy Yang Xiang Z. Xie Cui Tao Degui Zhi AI4MH LM&MA 80 678 0 22 May 2020
Skin Lesion Classification Using Ensembles of Multi-Resolution EfficientNets with Meta Data N. Gessert M. Nielsen M. Shaikh R. Werner Alexander Schlaefer 45 257 0 09 Oct 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.3K 93,936 0 11 Oct 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 175 2,133 0 01 Mar 2018
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.3K 149,474 0 22 Dec 2014
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 172 4,210 0 04 Jun 2013