Replication study: Development and validation of deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs

12 March 2018

Papers citing "Replication study: Development and validation of deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs"

9 / 9 papers shown

Title
Data Set Terminology of Deep Learning in Medicine: A Historical Review and Recommendation S. Walston Hiroshi Seki H. Takita Yasuhito Mitsuyama Shingo Sato Akifumi Hagiwara Rintaro Ito S. Hanaoka Yukio Miki D. Ueda 13 8 0 30 Apr 2024
AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative Normalization Chuyan Zhang Yuncheng Yang Hao Zheng Yun Gu 45 0 0 28 Jul 2023
Backdoor for Debias: Mitigating Model Bias with Backdoor Attack-based Artificial Bias Shangxi Wu Qiuyang He Jitao Sang Jitao Sang 28 1 0 01 Mar 2023
A ResNet is All You Need? Modeling A Strong Baseline for Detecting Referable Diabetic Retinopathy in Fundus Images Tomás Castilla Marcela S. Martínez Mercedes Leguía Ignacio Larrabide J. Orlando MedIm 18 2 0 06 Oct 2022
On the Robustness of Pretraining and Self-Supervision for a Deep Learning-based Analysis of Diabetic Retinopathy Vignesh Srinivasan Nils Strodthoff Jackie Ma Alexander Binder Klaus-Robert Muller Wojciech Samek OOD 20 6 0 25 Jun 2021
An Interpretable Multiple-Instance Approach for the Detection of referable Diabetic Retinopathy from Fundus Images Alexandros Papadopoulos F. Topouzis A. Delopoulos 30 26 0 02 Mar 2021
Objective Diagnosis for Histopathological Images Based on Machine Learning Techniques: Classical Approaches and New Trends Naira Elazab Hassan H. Soliman Shaker El-Sappagh S. Islam Mohammed M Elmogy 17 20 0 10 Nov 2020
Faster CryptoNets: Leveraging Sparsity for Real-World Encrypted Inference Edward Chou Josh Beal Daniel Levy Serena Yeung Albert Haque Li Fei-Fei 26 198 0 25 Nov 2018
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 337 10,621 0 19 Feb 2017