☆ 4.7 Article

Asymmetry-enhanced attention network for Alzheimer?s diagnosis with structural Magnetic Resonance Imaging

COMPUTERS IN BIOLOGY AND MEDICINE (2022)

相关参考文献

注意：仅列出部分参考文献，下载原文获取全部文献信息。

Article Computer Science, Artificial Intelligence

Inverse Reinforcement Learning for Adversarial Apprentice Games

Bosen Lian et al.

Summary: This article proposes new inverse reinforcement learning algorithms for solving Adversarial Apprentice Games between nonlinear learner and expert systems. The algorithms can extract the unknown cost function of an expert and are implemented using neural networks. The study shows that the cost functions learned by the learner to mimic the expert's behavior are stable and non-unique.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2023)

添加到收藏夹

Article Biology

Multilevel threshold image segmentation for COVID-19 chest radiography: A framework using horizontal and vertical multiverse optimization

Hang Su et al.

Summary: COVID-19 is spreading globally, and the diagnosis is usually based on examining chest radiographs. Manual processing of the images is not efficient and accurate enough. To improve the efficiency, this research proposes a multilevel thresholding image segmentation method based on an enhanced multiverse optimizer. The method achieves better segmentation results and can help medical organizations process COVID-19 chest radiography effectively.

COMPUTERS IN BIOLOGY AND MEDICINE (2022)

添加到收藏夹

Article Biology

Colorectal polyp region extraction using saliency detection network with neutrosophic enhancement

Keli Hu et al.

Summary: In this paper, a novel method called NeutSS-PLP is proposed for polyp region extraction in colonoscopy images using a short connected saliency detection network with neutrosophic enhancement. Experimental results on two public datasets demonstrate the effectiveness of the proposed method for polyp extraction.

COMPUTERS IN BIOLOGY AND MEDICINE (2022)

添加到收藏夹

Article Biology

Directional mutation and crossover boosted ant colony optimization with application to COVID-19 X-ray image segmentation

Ailiang Qi et al.

Summary: This paper focuses on the study of COVID-19 X-ray image segmentation technology. A new multilevel image segmentation method based on the swarm intelligence algorithm is proposed, along with a designed image segmentation model. Experimental results show that the proposed model achieves more stable and superior segmentation results at different threshold levels.

COMPUTERS IN BIOLOGY AND MEDICINE (2022)

添加到收藏夹

Article Computer Science, Artificial Intelligence

Brain MR image classification for Alzheimer's disease diagnosis using structural hippocampal asymmetrical attributes from directional 3-D log-Gabor filter responses

Katia M. Poloni et al.

Summary: This study introduces a new technique for AD classification using only hippocampal asymmetrical attributes, showing a significant increase in hippocampal asymmetry as the disease progresses. The results demonstrate accuracy values of 69.44% and 82.59% for CN x MCI and CN x AD classification, with AUC values of 0.76 and 0.9, respectively.

NEUROCOMPUTING (2021)

添加到收藏夹

Article Multidisciplinary Sciences

Asymmetric thinning of the cerebral cortex across the adult lifespan is accelerated in Alzheimer's disease

James M. Roe et al.

Summary: Aging and Alzheimer's disease lead to progressive disorganization of the brain, causing a loss of cortical asymmetry that becomes accelerated with age. This study shows that the adaptive asymmetric organization of the heteromodal cortex is dedifferentiated in aging and AD, emphasizing a system-wide impact on brain structure.

NATURE COMMUNICATIONS (2021)

添加到收藏夹

Article Computer Science, Artificial Intelligence

U-net based analysis of MRI for Alzheimer's disease diagnosis

Zhonghao Fan et al.

Summary: This paper proposes a deep learning method for Alzheimer's disease diagnosis using 3D T1-weighted magnetic resonance images. The combination of deep supervision improves the model's performance significantly, achieving high accuracy rates in classification tasks. The visualization method, 3D-Grad-CAM, highlights the brain regions focused on by the model.

NEURAL COMPUTING & APPLICATIONS (2021)

添加到收藏夹

Article Radiology, Nuclear Medicine & Medical Imaging

THAN: task-driven hierarchical attention network for the diagnosis of mild cognitive impairment and Alzheimer's disease

Zhehao Zhang et al.

Summary: The study proposed a task-driven hierarchical attention network (THAN) for the diagnosis of MCI and AD, which effectively extracted disease-related region features and emphasized discriminative features through an information sub-network and hierarchical attention sub-network. Results showed that THAN outperformed existing attention-based and patch-based methods in four classification tasks.

QUANTITATIVE IMAGING IN MEDICINE AND SURGERY (2021)

添加到收藏夹

Review Computer Science, Interdisciplinary Applications

Deep learning to detect Alzheimer's disease from neuroimaging: A systematic literature review

Mr Amir Ebrahimighahnavieh et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2020)

添加到收藏夹

Article Computer Science, Information Systems

Studying the Manifold Structure of Alzheimers Disease: A Deep Learning Approach Using Convolutional Autoencoders

Francisco J. Martinez-Murcia et al.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2020)

添加到收藏夹

Article Radiology, Nuclear Medicine & Medical Imaging

Deep Learning for Alzheimer's Disease Classification using Texture Features

Jae-Hong So et al.

CURRENT MEDICAL IMAGING (2019)

添加到收藏夹

Article Radiology, Nuclear Medicine & Medical Imaging

Using deep Siamese neural networks for detection of brain asymmetries associated with Alzheimer's Disease and Mild Cognitive Impairment

Chin-Fu Liu et al.

MAGNETIC RESONANCE IMAGING (2019)

添加到收藏夹

Article Computer Science, Information Systems

Hippocampus Analysis by Combination of 3-D DenseNet and Shapes for Alzheimer's Disease Diagnosis

Ruoxuan Cui et al.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2019)

添加到收藏夹

Article Biochemical Research Methods

A fast approach for hippocampal segmentation from T1-MRI for predicting progression in Alzheimer's disease from elderly controls

Carlos Platero et al.

JOURNAL OF NEUROSCIENCE METHODS (2016)

添加到收藏夹

Review Radiology, Nuclear Medicine & Medical Imaging

Competitive advantage of PET/MRI

Hossein Jadvar et al.

EUROPEAN JOURNAL OF RADIOLOGY (2014)

添加到收藏夹

Article Clinical Neurology

Regional Magnetic Resonance Imaging Measures for Multivariate Analysis in Alzheimer's Disease and Mild Cognitive Impairment

Eric Westman et al.

BRAIN TOPOGRAPHY (2013)

添加到收藏夹

Article Medicine, Research & Experimental

Brain Imaging in Alzheimer Disease

Keith A. Johnson et al.

COLD SPRING HARBOR PERSPECTIVES IN MEDICINE (2012)

添加到收藏夹

Article Neurosciences

Grey-Matter Atrophy in Alzheimer's Disease is Asymmetric but not Lateralized

Sabine Derflinger et al.

JOURNAL OF ALZHEIMERS DISEASE (2011)

添加到收藏夹

Article Medicine, General & Internal

Mild Cognitive Impairment

Ronald C. Petersen

NEW ENGLAND JOURNAL OF MEDICINE (2011)

添加到收藏夹

Review Geriatrics & Gerontology

Current Concepts in Alzheimer's Disease: A Multidisciplinary Review

Ludovico Minati et al.

AMERICAN JOURNAL OF ALZHEIMERS DISEASE AND OTHER DEMENTIAS (2009)

添加到收藏夹

Article Clinical Neurology

Structural neuroimaging in the detection and prognosis of pre-clinical and early AD

Christine Fennema-Notestine et al.

BEHAVIOURAL NEUROLOGY (2009)

添加到收藏夹

Editorial Material Neurosciences

Hippocampal Volume and Asymmetry in Mild Cognitive Impairment and Alzheimer's Disease: Meta-Analyses of MRI Studies

Feng Shi et al.

HIPPOCAMPUS (2009)

添加到收藏夹

Article Neurosciences

Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: Results from ADNI

Chandan Misra et al.

NEUROIMAGE (2009)

添加到收藏夹

Article Multidisciplinary Sciences

Evidence from intrinsic activity that asymmetry of the human brain is controlled by multiple factors

Hesheng Liu et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2009)

添加到收藏夹

Article Neurosciences

Early and late mechanisms of surround suppression in striate cortex of macaque

BS Webb et al.

JOURNAL OF NEUROSCIENCE (2005)

添加到收藏夹

Article Neurosciences

Mapping cortical change in Alzheimer's disease, brain development, and schizophrenia

PM Thompson et al.

NEUROIMAGE (2004)

添加到收藏夹

Review Neurosciences

Mapping brain asymmetry

AW Toga et al.

NATURE REVIEWS NEUROSCIENCE (2003)

添加到收藏夹

Review Biology

A probabilistic atlas and reference system for the human brain: International Consortium for Brain Mapping (ICBM)

J Mazziotta et al.

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES (2001)

添加到收藏夹

© Peeref 2019-2024. All rights reserved.