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

Rüdiger Schmitz

Ivo M. Baltruschat

Alexander Schlaefer

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

15 / 15 papers shown

Title
Multi-task Explainable Skin Lesion Classification Mahapara Khurshid Mayank Vatsa Richa Singh 29 1 0 11 Oct 2023
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
A survey, review, and future trends of skin lesion segmentation and classification M. Hasan Md. Asif Ahamad Choon Hwai Yap Guang Yang 27 88 0 25 Aug 2022
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
Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets Ş. Öztürk Tolga Çukur 11 39 0 03 Apr 2022
AGMR-Net: Attention Guided Multiscale Recovery framework for stroke segmentation Xiuquan Du Kunpeng Ma Yuhui Song 19 10 0 28 Feb 2022
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
Attention mechanisms and deep learning for machine vision: A survey of the state of the art A. M. Hafiz S. A. Parah R. A. Bhat 21 45 0 03 Jun 2021
Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification Peng Yao Shuwei Shen Mengjuan Xu Peng Liu Fan Zhang Jinyu Xing Pengfei Shao B. Kaffenberger Ronald X. Xu 29 114 0 02 Feb 2021
Neuroevolution of Self-Interpretable Agents Yujin Tang Duong Nguyen David R Ha 26 111 0 18 Mar 2020
Melanoma detection with electrical impedance spectroscopy and dermoscopy using joint deep learning models N. Gessert M. Bengs Alexander Schlaefer 9 3 0 06 Nov 2019
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
Left Ventricle Quantification Using Direct Regression with Segmentation Regularization and Ensembles of Pretrained 2D and 3D CNNs N. Gessert Alexander Schlaefer 14 8 0 12 Aug 2019
A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification Yutong Xie Jianpeng Zhang Yong-quan Xia Chunhua Shen 11 263 0 08 Mar 2019
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 340 10,633 0 19 Feb 2017