Predicting High Risk Individuals For Common Diseases Using Multi Omics And Epidemiological Data

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Predicting High Risk Individuals For Common Diseases Using Multi Omics And Epidemiological Data
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Author : Lu Zhang
language : en
Publisher: Frontiers Media SA
Release Date : 2021-10-01
Predicting High Risk Individuals For Common Diseases Using Multi Omics And Epidemiological Data written by Lu Zhang and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-01 with Science categories.
Identifying The Key Pathogenic Factors Of Neurological Disorders By Integrating Multi Omics Data
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Author : Andrea Legati
language : en
Publisher: Frontiers Media SA
Release Date : 2022-11-30
Identifying The Key Pathogenic Factors Of Neurological Disorders By Integrating Multi Omics Data written by Andrea Legati and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-30 with Science categories.
Biocomputing 2025 Proceedings Of The Pacific Symposium
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Author : Russ B Altman
language : en
Publisher: World Scientific
Release Date : 2024-11-29
Biocomputing 2025 Proceedings Of The Pacific Symposium written by Russ B Altman and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-29 with Science categories.
The Pacific Symposium on Biocomputing (PSB) 2025 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2025 will be held on January 4 - 8, 2025 in Kohala Coast, Hawaii. Tutorials and workshops will be offered prior to the start of the conference.PSB 2025 will bring together top researchers from the US, the Asian Pacific nations, and around the world to exchange research results and address open issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology.The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing's 'hot topics.' In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field.
Community Series In Towards Precision Medicine For Immune Mediated Disorders Advances In Using Big Data And Artificial Intelligence To Understand Heterogeneity In Inflammatory Responses Volume Ii
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Author : Alex Tsoi
language : en
Publisher: Frontiers Media SA
Release Date : 2025-01-27
Community Series In Towards Precision Medicine For Immune Mediated Disorders Advances In Using Big Data And Artificial Intelligence To Understand Heterogeneity In Inflammatory Responses Volume Ii written by Alex Tsoi and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-27 with Medical categories.
The ability to understand the underlying mechanisms that drive the heterogeneity in inflammatory responses among patients suffering from immune-mediated conditions is critical. The nature of the immune mechanism ranges from the degree of immune cell activation, to the HLA genotypes, and the intensity of responses of target tissues to cytokines. High throughput experiments have generated significant information for us to facilitate the identification of disease-associated components for different complex immune-mediated conditions (e.g. psoriasis, lupus, rheumatoid arthritis, inflammatory bowel diseases), and the advances in biotechnologies and efficiency in computational resources have further promised cost-effective opportunities to simultaneously study the different aspects in the basic and translational domains of these human diseases. The critical questions we face are to provide efficient inference to integrate these datasets, and translate what we have learned from the disease-associated components to understand the heterogeneity (e.g. ethnic, gender, genetic differences) in disease manifestation and prognosis of these immune-mediated conditions. Translating and integrating big data to understand the intrinsic factors that shape the different unique natures of inflammation processes require an efficient and flexible framework to incorporate signatures of different types.
Machine Learning Advanced Dynamic Omics Data Analysis For Precision Medicine
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Author : Tao Zeng
language : en
Publisher: Frontiers Media SA
Release Date : 2020-03-30
Machine Learning Advanced Dynamic Omics Data Analysis For Precision Medicine written by Tao Zeng and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-30 with categories.
Progress In China Epidemiology
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Author : Dong-Qing Ye
language : en
Publisher: Springer Nature
Release Date : 2023-01-06
Progress In China Epidemiology written by Dong-Qing Ye and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-06 with Medical categories.
This book is intended to show the great achievements and valuable experience of Chinese public health practices and epidemiological theories and methods. It is conducive to expanding medical workers’ practical ability of disease prevention and control, and to bridging the gap between clinical medicine and public health. In part 1, it introduces the progress in epidemiology of 10 infectious diseases. In part 2, it covers 11 non-communicable diseases. The research method and prediction modelling and public health ethics are discussed in the 11 chapters of part 3. The contributors include epidemiologists and public health experts, as well as more clinicians, mathematicians, sociologists, philosophers (ethicists), bioinformatics and so on. Among them, there are not only professors from universities, but also researchers from scientific research institutes, and experts in the front line of disease prevention and control.
Treatment Resistant Depression Trd Epidemiology Clinic Burden And Treatment
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Author : Vassilis Martiadis
language : en
Publisher: Frontiers Media SA
Release Date : 2025-04-30
Treatment Resistant Depression Trd Epidemiology Clinic Burden And Treatment written by Vassilis Martiadis and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-30 with Medical categories.
Treatment Resistant Depression (TRD), in both unipolar and bipolar features, is a source of suffering for patients and a challenging topic for clinicians. Moreover, it has become time-consuming and financially impactful for health systems. TRD prevalence may vary among different countries and in different sample studies ranging from 30- to 40 % of patients treated with antidepressants; less is known about resistance in bipolar depression that may be further more pervasive and difficult to treat. Treatment-resistance is impactful for patients, caregivers and families, increasing disability and worsening quality of life. Treatment options may vary from traditional association and augmentations strategies to psychotherapy and to brain stimulation therapies (ECT, TMS, VNS). Recently, new pharmacological approaches have been developed focusing on psychedelic-derived drugs (ketamine, esketamine, psylocibin), providing clinicians with new treatment choices. The aim of this Research Topic is to collect recent advances in TRD field from clinical, epidemiological, quality of life and burden aspects to traditional and novel treatment strategies. Original Research, Review, Case Reports, Perspective and Hypothesis & Theory studies are welcomed on the following topics: - Clinical definition and characterization of unipolar and/or bipolar TRD - Epidemiological data, patients quality of life and family burden, health care costs of unipolar and/or bipolar TRD - TRD pharmacological treatment options, ranging from traditional strategies to novel psychedelic-derived drug approaches (ketamine, esketamine, psylocibin) - Psychotherapy interventions - Brain Stimulating Therapies (ECT, TMS, VNS) These may considered only examples of desirable papers welcome in this research topic, but every type of contribution aiming to the characterization and clarification of TRD in its multiple aspects is welcome.
Artificial Intelligence In Human Health And Diseases
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Author : Muzafar A. Macha
language : en
Publisher: Springer Nature
Release Date : 2025-07-17
Artificial Intelligence In Human Health And Diseases written by Muzafar A. Macha and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-17 with Medical categories.
This book discusses current concepts and future translational possibilities of Artificial Intelligence (AI) in human healthcare and diseases. The initial chapter reviews the application and integration of AI and multi-omics to develop novel diagnostic and therapeutic strategies. The book chapter also explores the recent advances in data-driven approaches that aided state-of-the-art AI for biomarker discovery and better disease diagnosis. The book also offers computational and oncological prospects for the role of AI in radio genomics, as well as its offers, achievements, opportunities, and limitations in the current clinical practices. The chapters further cover the role of the current state of AI in Cardiovascular Disease, Obesity and Diabetes, Neurological Diseases, and Infectious Diseases. Towards the end, the book highlights the use of AI in diverse pharmaceutical industry sectors, including drug discovery and development, drug repurposing, and improving pharmaceutical productivity. This book is handy for basic, translational, clinical & interdisciplinary researchers and bioinformaticians.
Multi Omics Study On Gut Microbiota Related To Faecal Microbiota Transplantation
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Author : Zhangran Chen
language : en
Publisher: Frontiers Media SA
Release Date : 2022-07-18
Multi Omics Study On Gut Microbiota Related To Faecal Microbiota Transplantation written by Zhangran Chen and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-18 with Science categories.
Systems Medicine
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Author :
language : en
Publisher: Academic Press
Release Date : 2020-08-24
Systems Medicine written by and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-24 with Science categories.
Technological advances in generated molecular and cell biological data are transforming biomedical research. Sequencing, multi-omics and imaging technologies are likely to have deep impact on the future of medical practice. In parallel to technological developments, methodologies to gather, integrate, visualize and analyze heterogeneous and large-scale data sets are needed to develop new approaches for diagnosis, prognosis and therapy. Systems Medicine: Integrative, Qualitative and Computational Approaches is an innovative, interdisciplinary and integrative approach that extends the concept of systems biology and the unprecedented insights that computational methods and mathematical modeling offer of the interactions and network behavior of complex biological systems, to novel clinically relevant applications for the design of more successful prognostic, diagnostic and therapeutic approaches. This 3 volume work features 132 entries from renowned experts in the fields and covers the tools, methods, algorithms and data analysis workflows used for integrating and analyzing multi-dimensional data routinely generated in clinical settings with the aim of providing medical practitioners with robust clinical decision support systems. Importantly the work delves into the applications of systems medicine in areas such as tumor systems biology, metabolic and cardiovascular diseases as well as immunology and infectious diseases amongst others. This is a fundamental resource for biomedical students and researchers as well as medical practitioners who need to need to adopt advances in computational tools and methods into the clinical practice. Encyclopedic coverage: ‘one-stop’ resource for access to information written by world-leading scholars in the field of Systems Biology and Systems Medicine, with easy cross-referencing of related articles to promote understanding and further research Authoritative: the whole work is authored and edited by recognized experts in the field, with a range of different expertise, ensuring a high quality standard Digitally innovative: Hyperlinked references and further readings, cross-references and diagrams/images will allow readers to easily navigate a wealth of information