The Skincare project, an interactive deep learning system for differential diagnosis of malignant skin lesions. Technical Report

19 May 2020

Papers citing "The Skincare project, an interactive deep learning system for differential diagnosis of malignant skin lesions. Technical Report"

10 / 10 papers shown

Title
A look under the hood of the Interactive Deep Learning Enterprise (No-IDLE) Daniel Sonntag Michael Barz Thiago S. Gouvêa VLM 54 4 0 27 Jun 2024
Fine-tuning of explainable CNNs for skin lesion classification based on dermatologists' feedback towards increasing trust Md Abdul Kadir Fabrizio Nunnari Daniel Sonntag FAtt 16 1 0 03 Apr 2023
DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading Hasan Md Tusfiqur D. M. Nguyen M. T. N. Truong T. A. Nguyen Binh Duc Nguyen ... H. Profitlich Ngoc T. T. Than Ngan Le P. Xie Daniel Sonntag MedIm 32 8 0 30 Dec 2022
Skin Cancer Diagnostics with an All-Inclusive Smartphone Application Upender Kalwa Christopher Legner Taejoon Kong Santosh Pandey 21 35 0 25 May 2022
ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions Adriano Lucieri Muhammad Naseer Bajwa S. Braun M. I. Malik Andreas Dengel Sheraz Ahmed 36 63 0 04 Jan 2022
Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction D. M. Nguyen T. T. N. Mai Ngoc T. T. Than Alexander Prange Daniel Sonntag OOD 16 8 0 20 Jul 2021
Deep Learning Based Decision Support for Medicine -- A Case Study on Skin Cancer Diagnosis Adriano Lucieri Andreas Dengel Sheraz Ahmed 9 7 0 02 Mar 2021
Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems Adriano Lucieri Muhammad Naseer Bajwa Andreas Dengel Sheraz Ahmed 45 10 0 26 Nov 2020
A Competitive Deep Neural Network Approach for the ImageCLEFmed Caption 2020 Task M. Kalimuthu Fabrizio Nunnari Daniel Sonntag MedIm 32 7 0 11 Jul 2020
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 234 2,242 0 24 Jun 2017