Cargando…

Application of deep learning in detecting neurological disorders from magnetic resonance images: a survey on the detection of Alzheimer’s disease, Parkinson’s disease and schizophrenia

Neuroimaging, in particular magnetic resonance imaging (MRI), has been playing an important role in understanding brain functionalities and its disorders during the last couple of decades. These cutting-edge MRI scans, supported by high-performance computational tools and novel ML techniques, have o...

Descripción completa

Detalles Bibliográficos
Autores principales:	Noor, Manan Binth Taj, Zenia, Nusrat Zerin, Kaiser, M Shamim, Mamun, Shamim Al, Mahmud, Mufti
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer Berlin Heidelberg 2020
Materias:	Review
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7547060/ https://www.ncbi.nlm.nih.gov/pubmed/33034769 http://dx.doi.org/10.1186/s40708-020-00112-2

Ejemplares similares

ABOT: an open-source online benchmarking tool for machine learning-based artefact detection and removal methods from neuronal signals
por: Fabietti, Marcos, et al.
Publicado: (2022)

Inverted bell-curve-based ensemble of deep learning models for detection of COVID-19 from chest X-rays
por: Paul, Ashis, et al.
Publicado: (2022)

One-shot Cluster-Based Approach for the Detection of COVID–19 from Chest X–ray Images
por: Aradhya, V. N. Manjunath, et al.
Publicado: (2021)

Social Group Optimization–Assisted Kapur’s Entropy and Morphological Segmentation for Automated Detection of COVID-19 Infection from Computed Tomography Images
por: Dey, Nilanjan, et al.
Publicado: (2020)

COVID-19 Infection Detection from Chest X-Ray Images Using Hybrid Social Group Optimization and Support Vector Classifier
por: Singh, Asu Kumar, et al.
Publicado: (2021)

Explainable AI-based Alzheimer’s prediction and management using multimodal data
por: Jahan, Sobhana, et al.
Publicado: (2023)

Gamma entrainment frequency affects mood, memory and cognition: an exploratory pilot study
por: Sharpe, Ryan L. S., et al.
Publicado: (2020)

Deep Learning in Mining Biological Data
por: Mahmud, Mufti, et al.
Publicado: (2021)

SANTIA: a Matlab-based open-source toolbox for artifact detection and removal from extracellular neuronal signals
por: Fabietti, Marcos, et al.
Publicado: (2021)

Neurosarcoidosis: The Pan-Neurology Disease
por: Agarwal, Ayush, et al.
Publicado: (2023)

Innovative approaches to strengthening health systems in low- and middle-income countries: Current models, developments, and challenges
por: Frost, Diana, et al.
Publicado: (2021)

Learning Meta-Learning (LML) dataset: Survey data of meta-learning parameters
por: Corraya, Sonia, et al.
Publicado: (2023)

Measuring Compounds in Exhaled Air to Detect Alzheimer's Disease and Parkinson’s Disease
por: Bach, Jan-Philipp, et al.
Publicado: (2015)

ACCU(3)RATE: A mobile health application rating scale based on user reviews
por: Biswas, Milon, et al.
Publicado: (2021)

A machine learning pipeline to classify foetal heart rate deceleration with optimal feature set
por: Das, Sahana, et al.
Publicado: (2023)

TAKEN: A Traffic Knowledge-Based Navigation System for Connected and Autonomous Vehicles
por: Kamath B, Nikhil, et al.
Publicado: (2023)

Exploring the Paradox of COVID-19 in Neurological Complications with Emphasis on Parkinson's and Alzheimer's Disease
por: Rai, Sachchida Nand, et al.
Publicado: (2022)

Improving Dual-Task Walking Paradigms to Detect Prodromal Parkinson’s and Alzheimer’s Diseases
por: Belghali, Maroua, et al.
Publicado: (2017)

Neurology: Pesticides and Parkinson Disease
por: Twombly, Renée
Publicado: (2004)

Medications Used for Cognitive Enhancement in Patients With Schizophrenia, Bipolar Disorder, Alzheimer’s Disease, and Parkinson’s Disease
por: Hsu, Wen-Yu, et al.
Publicado: (2018)

Prevention of Alzheimer's disease through diet: An exploratory review
por: Bhuiyan, Nusrat Zahan, et al.
Publicado: (2023)

In vivo Detection of Alzheimer’s Disease
por: Leuzy, Antoine, et al.
Publicado: (2018)

The Sequence Effect in De Novo Parkinson’s Disease
por: Kang, Suk Yun, et al.
Publicado: (2011)

Emotion Detection Deficits and Decreased Empathy in Patients with Alzheimer’s Disease and Parkinson’s Disease Affect Caregiver Mood and Burden
por: Martinez, Maria, et al.
Publicado: (2018)

Inhibition of Inflammation Mediated Through the Tumor Necrosis Factor α Biochemical Pathway Can Lead to Favorable Outcomes in Alzheimer Disease
por: Shamim, Daniah, et al.
Publicado: (2017)

X-linked adult-onset adrenoleukodystrophy: Psychiatric and neurological manifestations
por: Shamim, Daniah, et al.
Publicado: (2017)

Immune gene network of neurological diseases: Multiple sclerosis (MS), Alzheimer's disease (AD), Parkinson's disease (PD) and Huntington's disease (HD)
por: Mukherjee, Shradha
Publicado: (2021)

A Federated Learning Model Based on Hardware Acceleration for the Early Detection of Alzheimer’s Disease
por: Khalil, Kasem, et al.
Publicado: (2023)

Dampened Slow Oscillation Connectivity Anticipates Amyloid Deposition in the PS2APP Mouse Model of Alzheimer’s Disease
por: Leparulo, Alessandro, et al.
Publicado: (2019)

Detecting At-Risk Alzheimer’s Disease Cases
por: Fladby, Tormod, et al.
Publicado: (2017)

Parkinson’s disease between internal medicine and neurology
por: Csoti, Ilona, et al.
Publicado: (2015)

Neurological Insights into Sleep Disorders in Parkinson’s Disease
por: Thangaleela, Subramanian, et al.
Publicado: (2023)

Pattern of neurological disease seen among patients admitted in tertiary care hospital
por: Chowdhury, Rajib Nayan, et al.
Publicado: (2014)

A review of clinical trial designs used to detect a disease-modifying effect of drug therapy in Alzheimer’s disease and Parkinson’s disease
por: McGhee, David J. M., et al.
Publicado: (2016)

Recent Advances in the Use of Surface-Enhanced Raman Scattering for Illicit Drug Detection
por: Azimi, Shamim, et al.
Publicado: (2022)

Mitochondrial therapeutics in Alzheimer's disease and Parkinson's disease
por: Hoekstra, Jake G, et al.
Publicado: (2011)

Microglial autophagy in Alzheimer’s disease and Parkinson’s disease
por: Wang, Zhifu, et al.
Publicado: (2023)

Molecular detection of Aspergilli from commercial chicken in selected areas of Bangladesh
por: Arafat, Md. Yeasin, et al.
Publicado: (2022)

Four-way classification of Alzheimer’s disease using deep Siamese convolutional neural network with triplet-loss function
por: Hajamohideen, Faizal, et al.
Publicado: (2023)

Is Alzheimer's disease an infectious neurological disease? A review of the literature
por: Uwishema, Olivier, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_kv3so68n8hrr28l3tf35ls5s0o