An Explainable 3D Residual Self-Attention Deep Neural Network FOR Joint Atrophy Localization and Alzheimer's Disease Diagnosis using Structural MRI

10 August 2020

Papers citing "An Explainable 3D Residual Self-Attention Deep Neural Network FOR Joint Atrophy Localization and Alzheimer's Disease Diagnosis using Structural MRI"

23 / 23 papers shown

Title
INSIGHT: Explainable Weakly-Supervised Medical Image Analysis Wenbo Zhang Junyu Chen Christopher Kanan 79 0 0 02 Dec 2024
AlzhiNet: Traversing from 2DCNN to 3DCNN, Towards Early Detection and Diagnosis of Alzheimer's Disease Romoke Grace Akindele Samuel Adebayo Paul Shekonya Kanda Ming Yu 27 1 0 03 Oct 2024
The Role of Explainable AI in Revolutionizing Human Health Monitoring: A Review Abdullah Alharthi Ahmed Alqurashi Turki Alharbi Mohammed Alammar Nasser Aldosari Houssem Bouchekara Yusuf Shaaban Mohammad Shoaib Shahriar Abdulrahman Al Ayidh 42 0 0 11 Sep 2024
Unifying Interpretability and Explainability for Alzheimer's Disease Progression Prediction Raja Farrukh Ali Stephanie Milani John Woods Emmanuel Adenij Ayesha Farooq Clayton Mansel Jeffrey Burns William Hsu 33 0 0 11 Jun 2024
Applications of interpretable deep learning in neuroimaging: a comprehensive review Lindsay Munroe Mariana da Silva Faezeh Heidari I. Grigorescu Simon Dahan E. C. Robinson Maria Deprez Po-Wah So AI4CE 44 5 0 30 May 2024
Enhancing MRI-Based Classification of Alzheimer's Disease with Explainable 3D Hybrid Compact Convolutional Transformers Arindam Majee Avisek Gupta S. Raha Swagatam Das MedIm 39 2 0 24 Mar 2024
Unmasking Dementia Detection by Masking Input Gradients: A JSM Approach to Model Interpretability and Precision Yasmine Mustafa Tie-Mei Luo AAML 29 2 0 25 Feb 2024
Explainable AI is Responsible AI: How Explainability Creates Trustworthy and Socially Responsible Artificial Intelligence Stephanie B. Baker Wei Xiang XAI 46 5 0 04 Dec 2023
A reproducible 3D convolutional neural network with dual attention module (3D-DAM) for Alzheimer's disease classification Gia-Minh Hoang Youngjoo Lee Jae Gwan Kim MedIm 22 1 0 19 Oct 2023
Multimodal Identification of Alzheimer's Disease: A Review Guian Fang Mengsha Liu Yi Zhong Zhuolin Zhang Jiehui Huang Zhenchao Tang C. Chen 22 0 0 06 Oct 2023
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep Counterfactuals Kwanseok Oh Da-Woon Heo A. Mulyadi Wonsik Jung Eunsong Kang Kun Ho Lee Heung-Il Suk 29 1 0 05 Oct 2023
Is attention all you need in medical image analysis? A review G. Papanastasiou Nikolaos Dikaios Jiahao Huang Chengjia Wang Guang Yang ViT MedIm 25 23 0 24 Jul 2023
Regional Deep Atrophy: a Self-Supervised Learning Method to Automatically Identify Regions Associated With Alzheimer's Disease Progression From Longitudinal MRI M. Dong L. Xie Sandhitsu R. Das Jiancong Wang L. Wisse Robin DeFlores David A. Wolk Paul Yushkevich 13 1 0 10 Apr 2023
Smart ROI Detection for Alzheimer's disease prediction using explainable AI Atefeh Aghaei M. Moghaddam 49 2 0 18 Mar 2023
sMRI-PatchNet: A novel explainable patch-based deep learning network for Alzheimer's disease diagnosis and discriminative atrophy localisation with Structural MRI Xin Zhang Liangxiu Han Lianghao Han Haoming Chen Darren Dancey Daoqiang Zhang MedIm 18 4 0 17 Feb 2023
Deep Grading based on Collective Artificial Intelligence for AD Diagnosis and Prognosis H. Nguyen Michael Clement Boris Mansencal Pierrick Coupé 13 3 0 28 Nov 2022
Eat-Radar: Continuous Fine-Grained Intake Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network with Attention C. Wang T. S. Kumar W. de Raedt Guido Camps Hans Hallez Bart Vanrumste 24 12 0 08 Nov 2022
Layer-Wise Partitioning and Merging for Efficient and Scalable Deep Learning S. Akintoye Liangxiu Han H. Lloyd Xin Zhang Darren Dancey Haoming Chen Daoqiang Zhang FedML 34 5 0 22 Jul 2022
SiSPRNet: End-to-End Learning for Single-Shot Phase Retrieval Qiuliang Ye Li-Wen Wang D. Lun 13 14 0 23 May 2022
Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks Z. S. Aaraji Hawraa Abbas 8 6 0 31 Mar 2022
LAP: An Attention-Based Module for Concept Based Self-Interpretation and Knowledge Injection in Convolutional Neural Networks Rassa Ghavami Modegh Ahmadali Salimi Alireza Dizaji Hamid R. Rabiee FAtt 32 0 0 27 Jan 2022
Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diagnosis Model Kwanseok Oh Jeeseok Yoon Heung-Il Suk FAtt 35 28 0 21 Aug 2021
A Hybrid Parallelization Approach for Distributed and Scalable Deep Learning S. Akintoye Liangxiu Han Xin Zhang Haoming Chen Daoqiang Zhang 30 15 0 11 Apr 2021