Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional Network

2 July 2016

Papers citing "Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional Network"

20 / 20 papers shown

Title
Medical Image Analysis using Deep Relational Learning Zhi-Hu Liu MedIm 25 0 0 28 Mar 2023
Is a PET all you need? A multi-modal study for Alzheimer's disease using 3D CNNs Marla Narazani Ignacio Sarasua Sebastian Polsterl A. Lizarraga Igor Yakushev Christian Wachinger MedIm 21 17 0 05 Jul 2022
An Explainable 3D Residual Self-Attention Deep Neural Network FOR Joint Atrophy Localization and Alzheimer's Disease Diagnosis using Structural MRI Xin Zhang Liangxiu Han Wenyong Zhu Liang Sun Daoqiang Zhang MedIm 19 121 0 10 Aug 2020
A Survey on Deep Learning for Neuroimaging-based Brain Disorder Analysis Li Zhang Mingliang Wang Mingxia Liu Daoqiang Zhang 23 155 0 10 May 2020
Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model Tuning Jyotibdha Acharya A. Basu 27 157 0 16 Apr 2020
NEURO-DRAM: a 3D recurrent visual attention model for interpretable neuroimaging classification D. Wood James H. Cole Thomas C Booth MedIm 27 12 0 10 Oct 2019
Alzheimer's Disease Brain MRI Classification: Challenges and Insights Yi R. Fung Ziqiang Guan Ritesh Kumar Y. Wu M. Fiterau 13 21 0 10 Jun 2019
Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation Fabian Eitel Emily Soehler J. Bellmann-Strobl A. Brandt K. Ruprecht ... M. Weygandt J. Haynes M. Scheel Friedemann Paul K. Ritter 27 131 0 18 Apr 2019
Convolutional Neural Networks for Classification of Alzheimer's Disease: Overview and Reproducible Evaluation Junhao Wen Elina Thibeau-Sutre Mauricio Diaz-Melo J. Samper-González A. Routier Simona Bottani Didier Dormont S. Durrleman Ninon Burgos O. Colliot 36 507 0 16 Apr 2019
Diagnosis of Alzheimer's Disease via Multi-modality 3D Convolutional Neural Network Yechong Huang Jiahang Xu Lihao Liu Tong Tong Xiahai Zhuang the Alzheimer's Disease Neuroimaging Initiative MedIm 19 211 0 26 Feb 2019
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions F. Altaf Syed Mohammed Shamsul Islam Naveed Akhtar N. Janjua OOD 34 200 0 15 Feb 2019
A Tour of Unsupervised Deep Learning for Medical Image Analysis Khalid Raza N. Singh OOD MedIm 19 103 0 19 Dec 2018
Visualizing Convolutional Networks for MRI-based Diagnosis of Alzheimer's Disease J. Rieke Fabian Eitel M. Weygandt J. Haynes K. Ritter FAtt 23 86 0 08 Aug 2018
Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease Classification Chengliang Yang Anand Rangarajan Sanjay Ranka FAtt 21 140 0 07 Mar 2018
DRUNET: A Dilated-Residual U-Net Deep Learning Network to Digitally Stain Optic Nerve Head Tissues in Optical Coherence Tomography Images S. Devalla Prajwal K R B. K. Sreedhar S. Perera J. Mari ... T. A. Tun N. Strouthidis Tin Aung Alexandre Hoang Thiery M. Girard 25 50 0 01 Mar 2018
Applications of Deep Learning and Reinforcement Learning to Biological Data M. S. M. Mahmud M. S. Kaiser Amir Hussain S. Vassanelli OffRL AI4CE 41 641 0 10 Nov 2017
Predicting Cognitive Decline with Deep Learning of Brain Metabolism and Amyloid Imaging Hongyoon Choi Kyong Hwan Jin MedIm 19 199 0 20 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 361 10,639 0 19 Feb 2017
Residual and Plain Convolutional Neural Networks for 3D Brain MRI Classification Sergey Korolev Amir Safiullin Mikhail Belyaev Yulia Dodonova MedIm 19 365 0 23 Jan 2017
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events Evan Racah Christopher Beckham Tegan Maharaj Samira Ebrahimi Kahou P. Prabhat C. Pal 27 18 0 07 Dec 2016