Early Detection in Alzheimer s Disease

Written By Dennis Chan
Early Detection in Alzheimer s Disease
  • Publsiher : Academic Press
  • Release : 15 September 2021
  • ISBN : 9780128222409
  • Pages : 300 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Early Detection in Alzheimer s Disease written by Dennis Chan which was release on 15 September 2021, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: Early Detection of Alzheimer's Disease aims to introduce to a wide audience the high global priority problem of detecting AD prior to dementia onset. According to the Alzheimer's Association, 5.8 million Americans are living with Alzheimer's and care costs will cost the nation approximately $290 billion (2019 Alzheimer's Disease Facts and Figures). With the failure of recent AD drug trials, many hypothesize that by the time symptoms appear, it is too late to be treated. Early detection can offer benefits such as more choice of medications, ability to participate in clinical trials, more time for family and for care planning. This book outlines potential solutions to the above problem using opportunities arising from the technology revolution, advances in neuroscience, and molecular biology. Most importantly, it discusses a paradigm shift from a reactive to a proactive diagnostic approach, aiming to detect disease before occurrence of symptoms. Topics covered include the use of sensing technologies (eg smartphones, smartwatches, Internet of Things) to detect early disease-related changes , the application of data science (machine learning/AI) to extract otherwise invisible disease features from these datasets and the potential to personalize diagnosis based on tracking changes in individual behaviours. Advances in blood-based biomarkers, brain imaging, and the potential for early diagnosis to aid interventions (lifestyle, dietary, pharmacological) to delay future development of dementia are also discussed. Outlines the importance of early diagnosis of Alzheimer's Disease Helps readers understand the limitations of current clinical approaches and the need for a paradigmatic shift in diagnostic practice Discusses the potential role of technology in clinical practice using machine learning and artificial intelligence and the potential to personize diagnosis and treatment

Early Detection in Alzheimer s Disease

Early Detection in Alzheimer s Disease
  • Author : Dennis Chan
  • Publisher : Academic Press
  • Release Date : 2021-09-15
  • Total pages : 300
  • ISBN : 9780128222409
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Summary : Early Detection of Alzheimer's Disease aims to introduce to a wide audience the high global priority problem of detecting AD prior to dementia onset. According to the Alzheimer's Association, 5.8 million Americans are living with Alzheimer's and care costs will cost the nation approximately $290 billion (2019 Alzheimer's Disease Facts and Figures). With ...

Neuroimaging biomarkers in Alzheimer s disease

Neuroimaging biomarkers in Alzheimer   s disease
  • Author : Samuel Barrack
  • Publisher : iMedPub
  • Release Date : 2013-10-20
  • Total pages : 134
  • ISBN : 9780128222409
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Summary : In view of the growing prevalence of AD worldwide, there is an urgent need for the development of better diagnostic tools and more effective therapeutic interventions. Indeed, much work in this field has been done during last decades. As such, a major goal of current clinical research in AD is ...

Predicting Onset Progression And Clinical Subtypes Of Alzheimer s And Parkinson s Disease From Genomic And Longitudinal Clinical Data

Predicting Onset  Progression  And Clinical Subtypes Of Alzheimer s And Parkinson s Disease From Genomic And Longitudinal Clinical Data
  • Author : Faraz Faghri
  • Publisher : Unknown
  • Release Date : 2017
  • Total pages : 212
  • ISBN : 9780128222409
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Summary : Background Parkinsonu2019s disease and Alzheimeru2019s Disease and Related Dementia (ADRD) are categories of aging disorders with complex and heterogeneous symptomatology. The clinical manifestations of these neurological disorders are characterized by heterogeneity in age at onset, disease duration, rate of progression, and constellation of cognitive, motor, and non-motor features. ...

Study of Longitudinal Neurodegeneration Biomarkers to Support the Early Diagnosis of Alzheimer s Disease

Study of Longitudinal Neurodegeneration Biomarkers to Support the Early Diagnosis of Alzheimer s Disease
  • Author : Giovana Gavidia Bovadilla
  • Publisher : Unknown
  • Release Date : 2019
  • Total pages : 204
  • ISBN : 9780128222409
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Summary : Alzheimer's Disease (AD) is a progressive and neurodegenerative disorder characterized by pathological brain changes starting several years before clinical symptoms appear. Earlier and accurate identification of those brain structures changes can help to improve diagnosis and monitoring, allowing that future treatments target the disease in its earliest stages, before irreversible ...

EEG Based Diagnosis of Alzheimer Disease

EEG Based Diagnosis of Alzheimer Disease
  • Author : Nilesh Kulkarni,Vinayak Bairagi
  • Publisher : Academic Press
  • Release Date : 2018-04-13
  • Total pages : 110
  • ISBN : 9780128222409
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Summary : EEG-Based Diagnosis of Alzheimer Disease: A Review and Novel Approaches for Feature Extraction and Classification Techniques provides a practical and easy-to-use guide for researchers in EEG signal processing techniques, Alzheimer’s disease, and dementia diagnostics. The book examines different features of EEG signals used to properly diagnose Alzheimer’s Disease ...

Research Anthology on Diagnosing and Treating Neurocognitive Disorders

Research Anthology on Diagnosing and Treating Neurocognitive Disorders
  • Author : Management Association, Information Resources
  • Publisher : IGI Global
  • Release Date : 2020-08-30
  • Total pages : 671
  • ISBN : 9780128222409
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Summary : Cognitive impairment, through Alzheimer’s disease or other related forms of dementia, is a serious concern for afflicted individuals and their caregivers. Understanding patients’ mental states and combatting social stigmas are important considerations in caring for cognitively impaired individuals. Technology is playing an increasing role in the lives of the ...

10 Predicting Onset Progression and Clinical Subtypes of Alzheimeru2019s and Parkinsonu2019s Disease from Genomic and Longitudinal Clinical Data

10   Predicting Onset  Progression  and Clinical Subtypes of Alzheimeru2019s and Parkinsonu2019s Disease from Genomic and Longitudinal Clinical Data
  • Author : Faraz Faghri
  • Publisher : Unknown
  • Release Date : 2017
  • Total pages : 212
  • ISBN : 9780128222409
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Summary : Background Parkinsonu2019s disease and Alzheimeru2019s Disease and Related Dementia (ADRD) are categories of aging disorders with complex and heterogeneous symptomatology. The clinical manifestations of these neurological disorders are characterized by heterogeneity in age at onset, disease duration, rate of progression, and constellation of cognitive, motor, and non-motor features. ...

Machine Learning in Medical Imaging

Machine Learning in Medical Imaging
  • Author : Guorong Wu,Daoqiang Zhang,Dinggang Shen,Pingkun Yan,Kenji Suzuki,Fei Wang
  • Publisher : Springer
  • Release Date : 2013-09-18
  • Total pages : 262
  • ISBN : 9780128222409
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Summary : This book constitutes the refereed proceedings of the 4th International Workshop on Machine Learning in Medical Imaging, MLMI 2013, held in conjunction with the International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2013, in Nagoya, Japan, in September 2013. The 32 contributions included in this volume were carefully reviewed and selected ...

Profiling Biomarker Signatures that Contribute to Conversion from Mild Cognitive Impairment to Alzheimer s Disease

Profiling Biomarker Signatures that Contribute to Conversion from Mild Cognitive Impairment to Alzheimer s Disease
  • Author : Mathotaarachchilage Mathotaarachchi
  • Publisher : Unknown
  • Release Date : 2017
  • Total pages : 212
  • ISBN : 9780128222409
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Summary : "Selecting individuals who will develop dementia within the time frame of a clinical trial constitutes an important challenge for disease modifying trials. Population enrichment is crucial for testing interventions capable to modify the clinical progression from mild cognitive impairment (MCI) to dementia stages of Alzheimer's disease. Here we propose to ...

Interpretability of Machine Intelligence in Medical Image Computing and Topological Data Analysis and Its Applications for Medical Data

Interpretability of Machine Intelligence in Medical Image Computing  and Topological Data Analysis and Its Applications for Medical Data
  • Author : Mauricio Reyes,Pedro Henriques Abreu,Jaime Cardoso,Mustafa Hajij,Ghada Zamzmi,Paul Rahul,Lokendra Thakur
  • Publisher : Springer Nature
  • Release Date : 2021-09-21
  • Total pages : 129
  • ISBN : 9780128222409
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Summary : This book constitutes the refereed joint proceedings of the 4th International Workshop on Interpretability of Machine Intelligence in Medical Image Computing, iMIMIC 2020, and the First International Workshop on Topological Data Analysis and Its Applications for Medical Data, TDA4MedicalData 2021, held on September 27, 2021, in conjunction with the 24th International Conference on ...

Early Detection of Neurological Disorders Using Machine Learning Systems

Early Detection of Neurological Disorders Using Machine Learning Systems
  • Author : Paul, Sudip,Bhattacharya, Pallab,Bit, Arindam
  • Publisher : IGI Global
  • Release Date : 2019-06-28
  • Total pages : 376
  • ISBN : 9780128222409
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Summary : While doctors and physicians are more than capable of detecting diseases of the brain, the most agile human mind cannot compete with the processing power of modern technology. Utilizing algorithmic systems in healthcare in this way may provide a way to treat neurological diseases before they happen. Early Detection of ...

Machine Learning Image Processing Network Security and Data Sciences

Machine Learning  Image Processing  Network Security and Data Sciences
  • Author : Arup Bhattacharjee
  • Publisher : Springer Nature
  • Release Date : 2021-11-30
  • Total pages : 212
  • ISBN : 9780128222409
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Summary : Download or read online Machine Learning Image Processing Network Security and Data Sciences written by Arup Bhattacharjee, published by Springer Nature which was released on . Get Machine Learning Image Processing Network Security and Data Sciences Books now! Available in PDF, ePub and Kindle....

Multimodal and Longitudinal Bioimaging Methods for Characterizing the Progressive Course of Dementia

Multimodal and Longitudinal Bioimaging Methods for Characterizing the Progressive Course of Dementia
  • Author : Javier Ramírez,Juan M. Górriz,Stefan Teipel
  • Publisher : Frontiers Media SA
  • Release Date : 2019-08-12
  • Total pages : 212
  • ISBN : 9780128222409
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Summary : Download or read online Multimodal and Longitudinal Bioimaging Methods for Characterizing the Progressive Course of Dementia written by Javier Ramírez,Juan M. Górriz,Stefan Teipel, published by Frontiers Media SA which was released on 2019-08-12. Get Multimodal and Longitudinal Bioimaging Methods for Characterizing the Progressive Course of ...

Advances in Computerized Analysis in Clinical and Medical Imaging

Advances in Computerized Analysis in Clinical and Medical Imaging
  • Author : J Dinesh Peter,Steven Lawrence Fernandes,Carlos Eduardo Thomaz
  • Publisher : CRC Press
  • Release Date : 2019-10-28
  • Total pages : 264
  • ISBN : 9780128222409
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Summary : Advances in Computerized Analysis in Clinical and Medical Imaging book is devoted for spreading of knowledge through the publication of scholarly research, primarily in the fields of clinical & medical imaging. The types of chapters consented include those that cover the development and implementation of algorithms and strategies based on the ...

Machine Learning Advanced Dynamic Omics Data Analysis for Precision Medicine

Machine Learning Advanced Dynamic Omics Data Analysis for Precision Medicine
  • Author : Tao Zeng,Tao Huang,Chuan Lu
  • Publisher : Frontiers Media SA
  • Release Date : 2020-03-30
  • Total pages : 212
  • ISBN : 9780128222409
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Summary : Download or read online Machine Learning Advanced Dynamic Omics Data Analysis for Precision Medicine written by Tao Zeng,Tao Huang,Chuan Lu, published by Frontiers Media SA which was released on 2020-03-30. Get Machine Learning Advanced Dynamic Omics Data Analysis for Precision Medicine Books now! Available in PDF, ePub ...