Cargando…

Influence of medical domain knowledge on deep learning for Alzheimer's disease prediction

BACKGROUND AND OBJECTIVE: Alzheimer's disease (AD) is the most common type of dementia that can seriously affect a person's ability to perform daily activities. Estimates indicate that AD may rank third as a cause of death for older people, after heart disease and cancer. Identification of...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ljubic, Branimir, Roychoudhury, Shoumik, Cao, Xi Hang, Pavlovski, Martin, Obradovic, Stefan, Nair, Richard, Glass, Lucas, Obradovic, Zoran
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Elsevier B.V. 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7502243/ https://www.ncbi.nlm.nih.gov/pubmed/33011665 http://dx.doi.org/10.1016/j.cmpb.2020.105765

Ejemplares similares

Autonomous Navigation for Drone Swarms in GPS-Denied Environments Using Structured Learning
por: Power, William, et al.
Publicado: (2020)

A robust data scaling algorithm to improve classification accuracies in biomedical data
por: Cao, Xi Hang, et al.
Publicado: (2016)

Effectiveness of Multiple Blood-Cleansing Interventions in Sepsis, Characterized in Rats
por: Stojkovic, Ivan, et al.
Publicado: (2016)

Structured feature selection using coordinate descent optimization
por: Ghalwash, Mohamed F., et al.
Publicado: (2016)

Learning by aggregating experts and filtering novices: a solution to crowdsourcing problems in bioinformatics
por: Zhang, Ping, et al.
Publicado: (2013)

Isolation of Garlic Bioactives by Pressurized Liquid and Subcritical Water Extraction
por: Krstić, Marko, et al.
Publicado: (2023)

The company we keep. Using hemodialysis social network data to classify patients’ kidney transplant attitudes with machine learning algorithms
por: Aljurbua, Rafaa, et al.
Publicado: (2022)

Unsupervised Integration of Multiple Protein Disorder Predictors: The Method and Evaluation on CASP7, CASP8 and CASP9 Data
por: Zhang, Ping, et al.
Publicado: (2011)

Intrinsic disorder in putative protein sequences
por: Midic, Uros, et al.
Publicado: (2012)

A transformer model for learning spatiotemporal contextual representation in fMRI data
por: Asadi, Nima, et al.
Publicado: (2023)

Early classification of multivariate temporal observations by extraction of interpretable shapelets
por: Ghalwash, Mohamed F, et al.
Publicado: (2012)

Short Linear Motifs recognized by SH2, SH3 and Ser/Thr Kinase domains are conserved in disordered protein regions
por: Ren, Siyuan, et al.
Publicado: (2008)

A data-driven acute inflammation therapy
por: Radosavljevic, Vladan, et al.
Publicado: (2013)

Learning pair-wise gene functional similarity by multiplex gene expression maps
por: An, Li, et al.
Publicado: (2012)

Contribution of temporal data to predictive performance in 30-day readmission of morbidly obese patients
por: Povalej Brzan, Petra, et al.
Publicado: (2017)

The backbone network of dynamic functional connectivity
por: Asadi, Nima, et al.
Publicado: (2021)

Knowledge and awareness of tuberculosis among Roma population in Belgrade: a qualitative study
por: Vukovic, Dejana S, et al.
Publicado: (2011)

Characteristics of Travellers from Bosnia and Herzegovina to Africa
por: Obradovic, Zarema, et al.
Publicado: (2013)

Minimum redundancy maximum relevance feature selection approach for temporal gene expression data
por: Radovic, Milos, et al.
Publicado: (2017)

A heuristic information cluster search approach for precise functional brain mapping
por: Asadi, Nima, et al.
Publicado: (2020)

Comparative Analysis of Smoking Influence on Periodontal Tissue in Subjects with Periodontal Disease
por: Petrovic, Milica, et al.
Publicado: (2013)

The Impact of War on Vaccine Preventable Diseases
por: Obradovic, Zarema, et al.
Publicado: (2014)

Length-dependent prediction of protein intrinsic disorder
por: Peng, Kang, et al.
Publicado: (2006)

Cell and Tissue Engineering
por: Obradović, Bojana
Publicado: (2012)

Case report Montenegro
por: Obradović, A
Publicado: (2023)

Celebrating the third World Field Epidemiology Day: a focus on MediPIET the field epidemiology training programme in Mediterranean and Black Sea countries
por: Obradovic, Aleksandar
Publicado: (2023)

Discovering research articles containing evolutionary timetrees by machine learning
por: Stanojevic, Marija, et al.
Publicado: (2023)

E-books in academic libraries
por: Mincic-Obradovic, Ksenija
Publicado: (2010)

Analysis of multiplex gene expression maps obtained by voxelation
por: An, Li, et al.
Publicado: (2009)

Protein disorder in the human diseasome: unfoldomics of human genetic diseases
por: Midic, Uros, et al.
Publicado: (2009)

DNA methylation differences at growth related genes correlate with birth weight: a molecular signature linked to developmental origins of adult disease?
por: Turan, Nahid, et al.
Publicado: (2012)

Insights into Population Health Management Through Disease Diagnoses Networks
por: Feldman, Keith, et al.
Publicado: (2016)

Prevalence, knowledge and attitudes towards using sports supplements among young athletes
por: Jovanov, Pavle, et al.
Publicado: (2019)

Evaluation of current methods to detect the mutations of epidermal growth factor receptor in non-small cell lung cancer patients
por: Obradovic, Jasmina, et al.
Publicado: (2012)

A customised method for estimating light transmission efficiency of the horizontal light pipe via a temporal parameter with an example application using laser-cut panels as a collector
por: Obradovic, Biljana, et al.
Publicado: (2021)

Perspective: Implications of the COVID-19 Pandemic for Family-Focused Practice With Parents With Mental Illness and Their Families
por: Obradovic, Angela, et al.
Publicado: (2022)

The Na(+)/K(+)-ATPase: A potential therapeutic target in cardiometabolic diseases
por: Obradovic, Milan, et al.
Publicado: (2023)

Isolation, Characterization and Draft Genome Analysis of Bacteriophages Infecting Acidovorax citrulli
por: Gašić, Katarina, et al.
Publicado: (2022)

Domain knowledge integration into deep learning for typhoon intensity classification
por: Higa, Maiki, et al.
Publicado: (2021)

Comprehensible Predictive Modeling Using Regularized Logistic Regression and Comorbidity Based Features
por: Stiglic, Gregor, et al.
Publicado: (2015)

Cannot write session to /tmp/vufind_sessions/sess_1n8hulsmpe1t0iif718d288cql