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Skin Lesion Classification Using CNNs with Patch-Based Attention and
  Diagnosis-Guided Loss Weighting

Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss Weighting

7 May 2019
N. Gessert
T. Sentker
F. Madesta
Rüdiger Schmitz
H. Kniep
Ivo M. Baltruschat
R. Werner
Alexander Schlaefer
ArXivPDFHTML

Papers citing "Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss Weighting"

6 / 6 papers shown
Title
Progressive Class-Wise Attention (PCA) Approach for Diagnosing Skin
  Lesions
Progressive Class-Wise Attention (PCA) Approach for Diagnosing Skin Lesions
Asim Naveed
Syed S. Naqvi
Tariq Mahmood Khan
Imran Razzak
31
1
0
11 Jun 2023
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive
  Learning
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning
Siyi Du
Ben Hers
Nourhan Bayasi
Ghassan Hamarneh
Rafeef Garbi
27
21
0
22 Aug 2022
Knowledge-aware Deep Framework for Collaborative Skin Lesion
  Segmentation and Melanoma Recognition
Knowledge-aware Deep Framework for Collaborative Skin Lesion Segmentation and Melanoma Recognition
Xiaohong Wang
Xudong Jiang
Henghui Ding
Yuqian Zhao
Jun Liu
35
40
0
07 Jun 2021
Neuroevolution of Self-Interpretable Agents
Neuroevolution of Self-Interpretable Agents
Yujin Tang
Duong Nguyen
David R Ha
26
111
0
18 Mar 2020
Skin Lesion Classification Using Ensembles of Multi-Resolution
  EfficientNets with Meta Data
Skin Lesion Classification Using Ensembles of Multi-Resolution EfficientNets with Meta Data
N. Gessert
M. Nielsen
M. Shaikh
R. Werner
Alexander Schlaefer
24
256
0
09 Oct 2019
A Survey on Deep Learning in Medical Image Analysis
A Survey on Deep Learning in Medical Image Analysis
G. Litjens
Thijs Kooi
B. Bejnordi
A. Setio
F. Ciompi
Mohsen Ghafoorian
Jeroen van der Laak
Bram van Ginneken
C. I. Sánchez
OOD
337
10,633
0
19 Feb 2017
1