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Translational Bioinformatics Applications in Healthcare

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advanced translational bioinformatics applications
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AML Patient
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B01=Khalid Raza
B01=Nilanjan Dey
Biallelic CEBPA
biomedical data analytics
Category1=Non-Fiction
Category=PS
Category=UB
Category=UN
clinical informatics
computational genomics
COP=United Kingdom
Covid-19
COVID-19-related research
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DNA Methylation
DNA Sequencing Method
Drug Discovery
Drug Repurposing
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eq_computing
eq_isMigrated=2
eq_nobargain
eq_non-fiction
eq_science
FCM Cluster
FLT3 Inhibitor
Hadamard Transform
Healthcare
High Throughput Screening
ID1
IoT
IoT Application
IoT Device
IoT Technology
IWT
JPEG Lossless
Language_English
machine learning healthcare
medical image analysis
Medical Image Compression
NGS Data Analysis
NGS Panel
NGS Technology
Novel coronavirus disease
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Price_€50 to €100
PS=Active
ROI Extraction
Rt Virus
Sanger Sequencing
Sequence Analysis
softlaunch
TA Locus
Translational bioinformatics
Translational Healthcare
Viroinformatics
virology data science

Product details

  • ISBN 9780367705770
  • Weight: 331g
  • Dimensions: 156 x 234mm
  • Publication Date: 07 Oct 2024
  • Publisher: Taylor & Francis Ltd
  • Publication City/Country: GB
  • Product Form: Paperback
  • Language: English
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Description

Translational bioinformatics (TBI) involves development of storage, analytics, and advanced computational methods to harvest knowledge from voluminous biomedical and genomic data into 4P healthcare (proactive, predictive, preventive, and participatory). Translational Bioinformatics Applications in Healthcare offers a detailed overview on concepts of TBI, biological and clinical databases, clinical informatics, and pertinent real-case applications. It further illustrates recent advancements, tools, techniques, and applications of TBI in healthcare, including Internet of Things (IoT) potential, toxin databases, medical image analysis and telemedicine applications, analytics of COVID-19 CT images, viroinformatics and viral diseases, and COVID-19–related research.

  • Covers recent technologies such as Blockchain, IoT, and Big data analytics in bioinformatics

  • Presents the role of translational bioinformatic methods in the field of viroinformatics, as well as in drug development and repurposing

  • Includes translational healthcare and NGS for clinical applications

  • Illustrates translational medicine systems and their applications in better healthcare

  • Explores medical image analysis with focus on CT images and novel coronavirus disease detection

Aimed at researchers and graduate students in computational biology, data mining and knowledge discovery, algorithms and complexity, and interdisciplinary fields of studies, including bioinformatics, health-informatics, biostatistics, biomedical engineering, and viroinformatics.

Khalid Raza is an Assistant Professor, the Department of Computer Science, Jamia Millia Islamia (Central University), New Delhi. His research interests include translational bioinformatics, computational intelligence methods and its applications in bioinformatics, viroinformatics, and health informatics.

Nilanjan Dey is an Associate Professor, the Department of Computer Science and Engineering, JIS University, Kolkata, India. His research interests include medical imaging, machine learning, computer-aided diagnosis, and data mining.