Luana Barros

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All published works

Action	Title	Year	Authors
+	Assessing the Generalizability of Deep Neural Networks-Based Models for Black Skin Lesions	2023	Luana Barros Levy Chaves Sandra Avila

Common Coauthors

Coauthor	Papers Together
Sandra Avila	1
Levy Chaves	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	1
+ PDF Chat	Data, depth, and design: Learning reliable models for skin lesion analysis	2019	Eduardo Valle Michel Fornaciali Afonso Menegola Julia Tavares Flávia Vasques Bittencourt Lin Tzy Li Sandra Avila	1
+	A Simple Framework for Contrastive Learning of Visual Representations	2020	Ting Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton	1
+	What Makes for Good Views for Contrastive Learning?	2020	Yonglong Tian Chen Sun Ben Poole Dilip Krishnan Cordelia Schmid Phillip Isola	1
+	Bootstrap your own latent: A new approach to self-supervised Learning	2020	Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre H. Richemond Elena Buchatskaya Carl Doersch Bernardo Ávila Pires Zhaohan Daniel Guo Mohammad Gheshlaghi Azar	1
+ PDF Chat	Momentum Contrast for Unsupervised Visual Representation Learning	2020	Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross Girshick	1
+	Unsupervised Learning of Visual Features by Contrasting Cluster Assignments	2020	Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin	1
+	PAD-UFES-20: A skin lesion dataset composed of patient data and clinical images collected from smartphones	2020	André G. C. Pacheco Gustavo Ribeiro Lima Amanda S. Salomão Breno Krohling Igor Peixoto Biral Gabriel G. de Angelo Fábio C. R. Alves José G. M. Esgario Alana C. Simora Pedro B. C. Castro	1
+ PDF Chat	Knowledge transfer for melanoma screening with deep learning	2017	Afonso Menegola Michel Fornaciali Ramon Pires Flávia Vasques Bittencourt Sandra Avila Eduardo Valle	1
+ PDF Chat	An Evaluation of Self-supervised Pre-training for Skin-Lesion Analysis	2023	Levy Chaves Alceu Bissoto Eduardo Valle Sandra Avila	1
+ PDF Chat	Evaluating Deep Neural Networks Trained on Clinical Images in Dermatology with the Fitzpatrick 17k Dataset	2021	Matthew Groh Caleb Harris Luis R. Soenksen F. Din-Houn Lau Rachel Han Aerin Kim Arash Koochek Omar Badri	1
+ PDF Chat	Disparities in dermatology AI performance on a diverse, curated clinical image set	2022	Roxana Daneshjou Kailas Vodrahalli Roberto A. Novoa Melissa Jenkins Weixin Liang Veronica Rotemberg Justin Ko Susan M. Swetter Elizabeth E. Bailey Olivier Gevaert	1
+ PDF Chat	Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification	2022	Peter J. Bevan Amir Atapour-Abarghouei	1
+ PDF Chat	CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions	2023	Arezou Pakzad Kumar Abhishek Ghassan Hamarneh	1