Explainable Deep CNNs for MRI-Based Diagnosis of Alzheimer's Disease

25 April 2020

Papers citing "Explainable Deep CNNs for MRI-Based Diagnosis of Alzheimer's Disease"

20 / 20 papers shown

Title
Learning Transferable Features for Speech Emotion Recognition Alison Marczewski Adriano Veloso N. Ziviani 34 22 0 23 Dec 2019
Dynamic Prediction of ICU Mortality Risk Using Domain Adaptation Tiago Alves Alberto H. F. Laender Adriano Veloso N. Ziviani OOD 37 40 0 20 Dec 2019
Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease Classification Chengliang Yang Anand Rangarajan Sanjay Ranka FAtt 49 142 0 07 Mar 2018
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning Pranav Rajpurkar Jeremy Irvin Kaylie Zhu Brandon Yang Hershel Mehta ... Aarti Bagul C. Langlotz K. Shpanskaya M. Lungren A. Ng LM&MA 85 2,709 0 14 Nov 2017
Multi-task Dictionary Learning based Convolutional Neural Network for Computer aided Diagnosis with Longitudinal Images Jie Zhang Qingyang Li R. Caselli Jieping Ye Yalin Wang 36 12 0 31 Aug 2017
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 293 2,267 0 24 Jun 2017
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 299 5,862 0 14 Jun 2017
Learning Important Features Through Propagating Activation Differences Avanti Shrikumar Peyton Greenside A. Kundaje FAtt 203 3,881 0 10 Apr 2017
Residual and Plain Convolutional Neural Networks for 3D Brain MRI Classification Sergey Korolev Amir Safiullin Mikhail Belyaev Yulia Dodonova MedIm 38 367 0 23 Jan 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 324 20,086 0 07 Oct 2016
Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional Network Ehsan Hosseini-Asl G. Gimel'farb A. El-Baz MedIm 74 173 0 02 Jul 2016
European Union regulations on algorithmic decision-making and a "right to explanation" B. Goodman Seth Flaxman FaML AILaw 67 1,903 0 28 Jun 2016
Classification of Alzheimer's Disease using fMRI Data and Deep Learning Convolutional Neural Networks S. Sarraf Ghassem Tofighi OOD 40 220 0 29 Mar 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 253 9,338 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Predicting Alzheimer's disease: a neuroimaging study with 3D convolutional neural networks A. Payan Giovanni Montana MedIm 59 466 0 09 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 0 04 Sep 2014
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 314 7,316 0 20 Dec 2013
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 595 15,902 0 12 Nov 2013