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Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion
  Classification
v1v2 (latest)

Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification

IEEE Transactions on Medical Imaging (IEEE TMI), 2021
2 February 2021
Peng Yao
Shuwei Shen
Mengjuan Xu
Peng Liu
Fan Zhang
Jinyu Xing
Pengfei Shao
B. Kaffenberger
Ronald X. Xu
ArXiv (abs)PDFHTML

Papers citing "Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification"

19 / 19 papers shown
A Survey on Small Sample Imbalance Problem: Metrics, Feature Analysis, and Solutions
A Survey on Small Sample Imbalance Problem: Metrics, Feature Analysis, and Solutions
Shuxian Zhao
Jie Gui
Minjing Dong
Baosheng Yu
Zhipeng Gui
Lu Dong
Yuan Yan Tang
James T. Kwok
317
4
0
21 Apr 2025
Non-parametric regularization for class imbalance federated medical
  image classification
Non-parametric regularization for class imbalance federated medical image classification
Jeffry Wicaksana
Zengqiang Yan
Kwang-Ting Cheng
FedML
246
3
0
17 Jul 2024
DACB-Net: Dual Attention Guided Compact Bilinear Convolution Neural
  Network for Skin Disease Classification
DACB-Net: Dual Attention Guided Compact Bilinear Convolution Neural Network for Skin Disease Classification
Belal Ahmad
Mohd Usama
Tanvir Ahmad
Adnan Saeed
Shabnam Khatoon
Min Chen
218
5
0
03 Jul 2024
A Wavelet Guided Attention Module for Skin Cancer Classification with
  Gradient-based Feature Fusion
A Wavelet Guided Attention Module for Skin Cancer Classification with Gradient-based Feature Fusion
Ayush Roy
Sujan Sarkar
Sohom Ghosal
Dmitrii Kaplun
A. Lyanova
Ram Sarkar
MedIm
171
10
0
21 Jun 2024
Meta-Transfer Derm-Diagnosis: Exploring Few-Shot Learning and Transfer Learning for Skin Disease Classification in Long-Tail Distribution
Meta-Transfer Derm-Diagnosis: Exploring Few-Shot Learning and Transfer Learning for Skin Disease Classification in Long-Tail Distribution
Zeynep Özdemir
H. Keles
Ö. Ö. Tanriöver
257
3
0
25 Apr 2024
Single-Shared Network with Prior-Inspired Loss for Parameter-Efficient
  Multi-Modal Imaging Skin Lesion Classification
Single-Shared Network with Prior-Inspired Loss for Parameter-Efficient Multi-Modal Imaging Skin Lesion Classification
Peng Tang
Tobias Lasser
104
0
0
28 Mar 2024
Dynamic Perturbation-Adaptive Adversarial Training on Medical Image
  Classification
Dynamic Perturbation-Adaptive Adversarial Training on Medical Image Classification
Shuai Li
Xiaoguang Ma
Shancheng Jiang
Lu Meng
AAMLOOD
266
0
0
11 Mar 2024
Self-Supervised Multi-Modality Learning for Multi-Label Skin Lesion
  Classification
Self-Supervised Multi-Modality Learning for Multi-Label Skin Lesion Classification
Hao Wang
Euijoon Ahn
Lei Bi
Jinman Kim
369
17
0
28 Oct 2023
Histopathological Image Classification and Vulnerability Analysis using
  Federated Learning
Histopathological Image Classification and Vulnerability Analysis using Federated LearningInternational Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2023
Sankalp Vyas
Amar Nath Patra
R. Shukla
267
8
0
11 Oct 2023
Towards Novel Class Discovery: A Study in Novel Skin Lesions Clustering
Towards Novel Class Discovery: A Study in Novel Skin Lesions ClusteringInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Wei Feng
Lie Ju
Lin Wang
Kaimin Song
Zongyuan Ge
241
7
0
28 Sep 2023
MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical
  Image Segmentation
MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image Segmentation
Liang Xu
Mingxi Chen
Yiyu Cheng
Pengfei Shao
Shuwei Shen
Peng Yao
Ronald X. Xu
ViT
224
6
0
27 Jul 2023
ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion
  Classification
ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion ClassificationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Yilan Zhang
Jianqi Chen
K. Wang
Feng-ying Xie
221
22
0
09 Jul 2023
FCA: Taming Long-tailed Federated Medical Image Classification by
  Classifier Anchoring
FCA: Taming Long-tailed Federated Medical Image Classification by Classifier Anchoring
Jeffry Wicaksana
Zengqiang Yan
Kwang-Ting Cheng
FedML
333
6
0
01 May 2023
TFormer: A throughout fusion transformer for multi-modal skin lesion
  diagnosis
TFormer: A throughout fusion transformer for multi-modal skin lesion diagnosis
Yilan Zhang
Feng-ying Xie
Jianqing Chen
MedIm
228
51
0
21 Nov 2022
Deeply Supervised Layer Selective Attention Network: Towards
  Label-Efficient Learning for Medical Image Classification
Deeply Supervised Layer Selective Attention Network: Towards Label-Efficient Learning for Medical Image Classification
Peng-Tao Jiang
Juan Liu
Lang Wang
Zhihui Yang
Hongyu Dong
Jing Feng
264
3
0
28 Sep 2022
A survey, review, and future trends of skin lesion segmentation and
  classification
A survey, review, and future trends of skin lesion segmentation and classification
M. Hasan
Md. Asif Ahamad
Choon Hwai Yap
Guang Yang
507
136
0
25 Aug 2022
A Rotation Meanout Network with Invariance for Dermoscopy Image
  Classification and Retrieval
A Rotation Meanout Network with Invariance for Dermoscopy Image Classification and Retrieval
Yilan Zhang
Feng-ying Xie
Xuedong Song
Hangning Zhou
Yiguang Yang
Haopeng Zhang
Jie Liu
OOD
193
9
0
01 Aug 2022
Phased Progressive Learning with Coupling-Regulation-Imbalance Loss for
  Imbalanced Data Classification
Phased Progressive Learning with Coupling-Regulation-Imbalance Loss for Imbalanced Data Classification
Liang Xu
Yi Cheng
Fan Zhang
Bingxuan Wu
Pengfei Shao
Peng Liu
Shuwei Shen
Peng Yao
Ronald X.Xu
223
2
0
24 May 2022
Soft-Attention Improves Skin Cancer Classification Performance
Soft-Attention Improves Skin Cancer Classification PerformancemedRxiv (medRxiv), 2021
S. Datta
Mohammad Abuzar Shaikh
H. Srihari
Mingchen Gao
315
142
0
05 May 2021
1
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