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

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

2 February 2021

Fan Zhang

B. Kaffenberger

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

9 / 9 papers shown

Title
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 16 1 0 21 Jun 2024
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 32 0 0 27 Jul 2023
FCA: Taming Long-tailed Federated Medical Image Classification by Classifier Anchoring Jeffry Wicaksana Zengqiang Yan Kwang-Ting Cheng FedML 37 5 0 01 May 2023
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 16 9 0 01 Aug 2022
Soft-Attention Improves Skin Cancer Classification Performance S. Datta Mohammad Abuzar Shaikh H. Srihari Mingchen Gao 22 103 0 05 May 2021
Analysis of skin lesion images with deep learning Josef Steppan S. Hanke 22 14 0 11 Jan 2021
BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition Boyan Zhou Quan Cui Xiu-Shen Wei Zhao-Min Chen 253 782 0 05 Dec 2019
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,572 0 17 Apr 2017
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 307 10,621 0 19 Feb 2017