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Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study

Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study

T. Chanda
Sarah Haggenmueller
Tabea-Clara Bucher
Tim Holland-Letz
Harald Kittler
P. Tschandl
M. Heppt
C. Berking
J. Utikal
Bastian Schilling
Claudia Buerger
C. Navarrete-Dechent
Matthias Goebeler
Jakob Nikolas Kather
C. V. Schneider
Benjamin Durani
Hendrike Durani
Martin Jansen
Juliane Wacker
Joerg Wacker
Reader Study Consortium
T. Brinker
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Papers citing "Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study"

6 / 6 papers shown
Title
DermX: an end-to-end framework for explainable automated dermatological diagnosis
DermX: an end-to-end framework for explainable automated dermatological diagnosis
Raluca Jalaboi
F. Faye
Mauricio Orbes-Arteaga
D. Jørgensen
Ole Winther
A. Galimzianova
MedIm
21
18
0
14 Feb 2022
Concept Bottleneck Models
Concept Bottleneck Models
Pang Wei Koh
Thao Nguyen
Y. S. Tang
Stephen Mussmann
Emma Pierson
Been Kim
Percy Liang
96
823
0
09 Jul 2020
What Clinicians Want: Contextualizing Explainable Machine Learning for Clinical End Use
What Clinicians Want: Contextualizing Explainable Machine Learning for Clinical End Use
S. Tonekaboni
Shalmali Joshi
M. Mccradden
Anna Goldenberg
70
395
0
13 May 2019
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization
Ramprasaath R. Selvaraju
Michael Cogswell
Abhishek Das
Ramakrishna Vedantam
Devi Parikh
Dhruv Batra
FAtt
297
20,023
0
07 Oct 2016
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAtt
FaML
1.2K
16,976
0
16 Feb 2016
Learning Deep Features for Discriminative Localization
Learning Deep Features for Discriminative Localization
Bolei Zhou
A. Khosla
Àgata Lapedriza
A. Oliva
Antonio Torralba
SSL
SSeg
FAtt
250
9,319
0
14 Dec 2015

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