Deep Learning in Alzheimer's disease: Diagnostic Classification and Prognostic Prediction using Neuroimaging Data

2 May 2019

Papers citing "Deep Learning in Alzheimer's disease: Diagnostic Classification and Prognostic Prediction using Neuroimaging Data"

12 / 12 papers shown

Title
BrainMAP: Learning Multiple Activation Pathways in Brain Networks Song Wang Zhenyu Lei Zhen Tan Jiaqi Ding Xinyu Zhao ... Guorong Wu Tianlong Chen Chen Chen Aiying Zhang Jundong Li 63 0 0 23 Dec 2024
Deep Generative Models for Physiological Signals: A Systematic Literature Review Nour Neifar Afef Mdhaffar A. Ben-Hamadou M. Jmaiel MedIm 35 4 0 12 Jul 2023
Towards better Interpretable and Generalizable AD detection using Collective Artificial Intelligence H. Nguyen Michael Clement Boris Mansencal Pierrick Coupé MedIm 39 6 0 07 Jun 2022
Attri-VAE: attribute-based interpretable representations of medical images with variational autoencoders Irem Cetin Maialen Stephens Oscar Camara M. A. G. Ballester DRL 48 39 0 20 Mar 2022
Image analysis for Alzheimer's disease prediction: Embracing pathological hallmarks for model architecture design Sarah C. Brüningk Felix Hensel C. Jutzeler Bastian Alexander Rieck 18 4 0 12 Nov 2020
M3Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening from CT Imaging Xuelin Qian Huazhu Fu Weiya Shi Tao Chen Yanwei Fu F. Shan Xiangyang Xue 33 51 0 07 Oct 2020
A Multi-modal Machine Learning Approach and Toolkit to Automate Recognition of Early Stages of Dementia among British Sign Language Users Xing Liang A. Angelopoulou E. Kapetanios B. Woll Reda Al-batat Tyron Woolfe 19 17 0 01 Oct 2020
Exploiting Multi-Modal Features From Pre-trained Networks for Alzheimer's Dementia Recognition Junghyun Koo Jie Hwan Lee Jaewoo Pyo Yujin Jo Kyogu Lee 27 58 0 09 Sep 2020
Explainable deep learning models in medical image analysis Amitojdeep Singh S. Sengupta Vasudevan Lakshminarayanan XAI 40 483 0 28 May 2020
A Unified Deep Learning Approach for Prediction of Parkinson's Disease J. Wingate I. Kollia L. Bidaut Stefanos D. Kollias MedIm AI4CE 19 50 0 25 Nov 2019
NEURO-DRAM: a 3D recurrent visual attention model for interpretable neuroimaging classification D. Wood James H. Cole Thomas C Booth MedIm 25 12 0 10 Oct 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