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D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application
  to Skin Lesion Segmentation
v1v2 (latest)

D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application to Skin Lesion Segmentation

14 December 2020
Z. Mirikharaji
Kumar Abhishek
S. Izadi
Ghassan Hamarneh
ArXiv (abs)PDFHTML

Papers citing "D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application to Skin Lesion Segmentation"

13 / 13 papers shown
Title
A Unified Evaluation Framework for Multi-Annotator Tendency Learning
A Unified Evaluation Framework for Multi-Annotator Tendency Learning
Liyun Zhang
Jingcheng Ke
Shenli Fan
Xuanmeng Sha
Zheng Lian
60
0
0
14 Aug 2025
What Can We Learn from Inter-Annotator Variability in Skin Lesion Segmentation?
What Can We Learn from Inter-Annotator Variability in Skin Lesion Segmentation?
Kumar Abhishek
J. Kawahara
Ghassan Hamarneh
65
0
0
12 Aug 2025
QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels
QuMAB: Query-based Multi-Annotator Behavior Modeling with Reliability under Sparse Labels
Liyun Zhang
Zheng Lian
Hong Liu
Takanori Takebe
Yuta Nakashima
107
0
0
23 Jul 2025
MLV$^2$-Net: Rater-Based Majority-Label Voting for Consistent Meningeal
  Lymphatic Vessel Segmentation
MLV2^22-Net: Rater-Based Majority-Label Voting for Consistent Meningeal Lymphatic Vessel Segmentation
Fabian Bongratz
Markus Karmann
Adrian Holz
Moritz Bonhoeffer
Viktor Neumaier
...
Claus Zimmer
C. Sorg
Melissa Thalhammer
D. Hedderich
Christian Wachinger
95
0
0
13 Nov 2024
Segmentation Style Discovery: Application to Skin Lesion Images
Segmentation Style Discovery: Application to Skin Lesion Images
Kumar Abhishek
J. Kawahara
Ghassan Hamarneh
154
2
0
05 Aug 2024
Learning to Complement with Multiple Humans
Learning to Complement with Multiple HumansPattern Recognition (Pattern Recogn.), 2023
Zheng Zhang
Cuong C. Nguyen
Kevin Wells
Thanh-Toan Do
Gustavo Carneiro
205
1
0
22 Nov 2023
MSE-Nets: Multi-annotated Semi-supervised Ensemble Networks for
  Improving Segmentation of Medical Image with Ambiguous Boundaries
MSE-Nets: Multi-annotated Semi-supervised Ensemble Networks for Improving Segmentation of Medical Image with Ambiguous Boundaries
Shuai Wang
Tengjin Weng
Jingyi Wang
Yang Shen
Zhidong Zhao
Yixiu Liu
Pengfei Jiao
Zhiming Cheng
Yaqi Wang
100
1
0
17 Nov 2023
HealNet -- Self-Supervised Acute Wound Heal-Stage Classification
HealNet -- Self-Supervised Acute Wound Heal-Stage Classification
Héctor Carrión
Mohammad Jafari
Hsin-ya Yang
Roslyn Rivkah
M. Rolandi
Marcella M. Gomez
Narges Norouzi
140
9
0
21 Jun 2022
A Survey on Deep Learning for Skin Lesion Segmentation
A Survey on Deep Learning for Skin Lesion Segmentation
Z. Mirikharaji
Kumar Abhishek
Alceu Bissoto
Catarina Barata
Sandra Avila
Eduardo Valle
M. Celebi
Ghassan Hamarneh
338
124
0
01 Jun 2022
Label fusion and training methods for reliable representation of
  inter-rater uncertainty
Label fusion and training methods for reliable representation of inter-rater uncertaintyMachine Learning for Biomedical Imaging (MLBI), 2022
A. Lemay
C. Gros
Enamundram Naga Karthik
Julien Cohen-Adad
140
14
0
15 Feb 2022
Modeling Annotator Preference and Stochastic Annotation Error for
  Medical Image Segmentation
Modeling Annotator Preference and Stochastic Annotation Error for Medical Image Segmentation
Zehui Liao
Shishuai Hu
Yutong Xie
Yong-quan Xia
156
22
0
26 Nov 2021
Dense Uncertainty Estimation via an Ensemble-based Conditional Latent
  Variable Model
Dense Uncertainty Estimation via an Ensemble-based Conditional Latent Variable Model
Jing Zhang
Yuchao Dai
Mehrtash Harandi
Yiran Zhong
Nick Barnes
Leonid Sigal
UQCV
101
1
0
22 Nov 2021
A Novel Surrogate-assisted Evolutionary Algorithm Applied to
  Partition-based Ensemble Learning
A Novel Surrogate-assisted Evolutionary Algorithm Applied to Partition-based Ensemble LearningAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2021
A. Dushatskiy
Tanja Alderliesten
Peter A. N. Bosman
99
9
0
16 Apr 2021
1