Identification Of Multi Biomarker For Cancer Diagnosis And Prognosis Based On Network Model And Multi Omics Data
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Identification Of Multi Biomarker For Cancer Diagnosis And Prognosis Based On Network Model And Multi Omics Data
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Author : Chunquan Li
language : en
Publisher: Frontiers Media SA
Release Date : 2023-03-02
Identification Of Multi Biomarker For Cancer Diagnosis And Prognosis Based On Network Model And Multi Omics Data written by Chunquan Li 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 2023-03-02 with Science categories.
Identification Of Immune Related Biomarkers For Cancer Diagnosis Based On Multi Omics Data
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Author : Liang Cheng
language : en
Publisher: Frontiers Media SA
Release Date : 2023-02-02
Identification Of Immune Related Biomarkers For Cancer Diagnosis Based On Multi Omics Data written by Liang Cheng 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 2023-02-02 with Medical categories.
Advances In Ai Based Tools For Personalized Cancer Diagnosis Prognosis And Treatment
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Author : Israel Tojal Da Silva
language : en
Publisher: Frontiers Media SA
Release Date : 2022-09-21
Advances In Ai Based Tools For Personalized Cancer Diagnosis Prognosis And Treatment written by Israel Tojal Da Silva 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 2022-09-21 with Science categories.
Bioinformatics Analysis Of Omics Data For Biomarker Identification In Clinical Research Volume Ii
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Author : Lixin Cheng
language : en
Publisher: Frontiers Media SA
Release Date : 2023-09-05
Bioinformatics Analysis Of Omics Data For Biomarker Identification In Clinical Research Volume Ii written by Lixin Cheng 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 2023-09-05 with Science categories.
This Research Topic is part of a series with, "Bioinformatics Analysis of Omics Data for Biomarker Identification in Clinical Research - Volume I" (https://www.frontiersin.org/research-topics/13816/bioinformatics-analysis-of-omics-data-for-biomarker-identification-in-clinical-research) The advances and the decreasing cost of omics data enable profiling of disease molecular features at different levels, including bulk tissues, animal models, and single cells. Large volumes of omics data enhance the ability to search for information for preclinical study and provide the opportunity to leverage them to understand disease mechanisms, identify molecular targets for therapy, and detect biomarkers of treatment response. Identification of stable, predictive, and interpretable biomarkers is a significant step towards personalized medicine and therapy. Omics data from genomics, transcriptomics, proteomics, epigenomics, metagenomics, and metabolomics help to determine biomarkers for prognostic and diagnostic applications. Preprocessing of omics data is of vital importance as it aims to eliminate systematic experimental bias and technical variation while preserving biological variation. Dozens of normalization methods for correcting experimental variation and bias in omics data have been developed during the last two decades, while only a few consider the skewness between different sample states, such as the extensive over-repression of genes in cancers. The choice of normalization methods determines the fate of identified biomarkers or molecular signatures. From these considerations, the development of appropriate normalization methods or preprocessing strategies may promote biomarker identification and facilitate clinical decision-making.
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.
Computational Epigenetics In Human Diseases Cell Differentiation And Cell Reprogramming Volume I
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Author : Jianzhong Su
language : en
Publisher: Frontiers Media SA
Release Date : 2021-02-24
Computational Epigenetics In Human Diseases Cell Differentiation And Cell Reprogramming Volume I written by Jianzhong Su 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 2021-02-24 with Science categories.
Computational Learning Models And Methods Driven By Omics For Biology For The Fifth China Computer Society Bioinformatics Conference
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Author : Wang Guohua
language : en
Publisher: Frontiers Media SA
Release Date : 2022-10-05
Computational Learning Models And Methods Driven By Omics For Biology For The Fifth China Computer Society Bioinformatics Conference written by Wang Guohua 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 2022-10-05 with Science categories.
Computational Approaches For Biomarker Detection And Precision Therapeutics In Cancers
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Author : Suman Ghosal
language : en
Publisher: Frontiers Media SA
Release Date : 2022-04-07
Computational Approaches For Biomarker Detection And Precision Therapeutics In Cancers written by Suman Ghosal 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 2022-04-07 with Science categories.
Target Discovery For Anticancer Therapy Facilitated By Artificial Intelligence
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Author : Feng Zhu
language : en
Publisher: Frontiers Media SA
Release Date : 2021-08-19
Target Discovery For Anticancer Therapy Facilitated By Artificial Intelligence written by Feng Zhu 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 2021-08-19 with Science categories.
Leveraging Machine Learning For Omics Driven Biomarker Discovery
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Author : Sheng Li
language : en
Publisher: Frontiers Media SA
Release Date : 2023-02-14
Leveraging Machine Learning For Omics Driven Biomarker Discovery written by Sheng Li 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 2023-02-14 with Science categories.