Translational Bioinformatics Applications in Healthcare (eBook, ePUB)

Redaktion: Raza, Khalid; Dey, Nilanjan

• Format: ePub

Produktbeschreibung

This book offers a detailed overview and concepts of translation bioinformatics (TBI), biological/clinical databases, clinical informatics, and pertinent real-case applications. It explains advancements, tools, techniques, and applications of TBI including IoT, toxin databases, medical image analysis including COVID-19 CT-images, and so forth.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 224
• Erscheinungstermin: 19. April 2021
• Englisch
• ISBN-13: 9781000375237
• Artikelnr.: 61230799

Autorenporträt

Khalid Raza is currently working as an Assistant Professor (Stage-III) at the Department of Computer Science, Jamia Millia Islamia (Central University), New Delhi, India. He was on foreign deputation during 2017-2018 and served as Visiting Professor (ICCR Chair) at Faculty of Computer & Information Sciences, Ain Shams University, Cairo, Egypt. He obtained his bachelor's and Master's degree in Computer Applications, and cleared UGC-NETJRF conducted by University Grants Commission (UGC), India He obtained his PhD in the area of Soft Computing and Bioinformatics from Jamia Millia Islamia in 2014. He has contributed over 60 research articles in refereed international journals, conference proceedings and as book chapters. He has received grants for two Govt. funded research projects and working as Principal Investigator. He is reviewer of several international journals, and member of several conference review committees. Nilanjan Dey is an Assistant Professor in Department of Information Technology at Techno India College of Technology (under Techno India Group), Kolkata, India. He is a visiting fellow of Department of Biomedical Engineering, University of Reading, UK and Visiting Professor of Duy Tan University, Vietnam. He was an honorary Visiting Scientist at Global Biomedical Technologies Inc., CA, USA (2012-2015). He was awarded his PhD. from Jadavpur University in 2015. In addition, recently he was awarded as one among the top 10 most published academics in the field of Computer Science in India (2015-17) during 'Faculty Research Awards' organized by Careers 360 at New Delhi, India. Before he joined Techno India, he was Assistant Professor of JIS College of Engineering and Bengal College of Engineering and Technology. He has authored/edited more than 75 books with Elsevier, Wiley, CRC Press and Springer, and published more than 300 papers. His h-index is 43 with more than 7500 citations. He is the Editor-in-Chief of Int. J. of Ambient Computing and Intelligence (IJACI, IGI Global, UK, Scopus), Int. J. of Rough Sets and Data Analysis (IGI Global, US, DBLP, ACM dl). He is the Series Co-Editor of Springer Tracts in Nature-Inspired Computing (STNIC), Springer, Series Co-Editor of Advances in Ubiquitous Sensing Applications for Healthcare (AUSAH), Elsevier, Series Editor of Computational Intelligence in Engineering Problem Solving and Intelligent Signal processing and data analysis, CRC Press (FOCUS/Brief Series) and Advances in Geospatial Technologies (AGT) Book Series, (IGI Global), US, serves as an editorial board member of several international journals, including International Journal of Image Mining (IJIM), Inder Science, Associated Editor of IEEE Access (SCI-Indexed), and International Journal of Information Technology, Springer. His main research interests include Medical Imaging, Machine learning, Computer Aided Diagnosis as well as Data Mining. He has been on program committees of over 100 international conferences, a workshop organizer of 15 workshops, and acted as a program co-chair and/or advisory chair of more than 75 international conferences. He has given more than 75 invited lectures in 10 countries, including many invited plenary/keynote talks at the international conferences such as ITITS2017 (China), TIMEC2017 (Egypt) and BioCom2018 (UK) etc.

Inhaltsangabe

Part I T ranslational Healthcare, Next-Generation
Sequence Analysis, and Drug Repurposing
Chapter 1 Translational Healthcare System through
Bioinformatics....................3
Mrinal Kumar Sarma, Rina Ningthoujam, Manasa Kumar
Panda, Punuri Jayasekhar Babu, Ankit Srivastava,
Maohinikanti Das and Yengkhom Disco Singh
Chapter 2 Next-Generation Sequence Analysis for Clinical
Applications..........23
Agnik Haldar and Ajay Kumar Singh
Chapter 3 Clinical Applications of Next-Generation Sequence Analysis
in Acute Myelogenous
Leukemia........................................................ 41
Fatima Nazish Khan, Shaban Ahmad and Khalid Raza
Chapter 4 Translational Bioinformatics Methods for Drug
Repurposing........... 67
Jyoti Rani, Urmi Bajpai and Srinivasan Ramachandran
Part II Internet of Things, Viroinformatics,
and Toxin Databases for Healthcare
Applications
Chapter 5 The Fundamentals and Potential of IoT for Bioinformatics
and
Healthcare.....................................................................................87
Reinaldo Padilha França, Ana Carolina Borges Monteiro,
Rangel Arthur, and Yuzo Iano
Chapter 6 Viroinformatics and Viral Diseases:
A New Era of Interdisciplinary Science for a Thorough
Apprehension of
Virology...................................................................109
Kayenat Sheikh and Khalid Raza
Chapter 7 Toxin Databases and Healthcare
Applications.................................. 133
Sushmita Baishnab, Subrata Sinha, Arabinda Ghosh,
Ashwani Sharma and Surabhi Johari
Part III Medical Image Processing
and Other Healthcare Applications
Chapter 8 Lossless Medical Image Compression Using Hybrid
Block-Based Algorithm for Telemedicine Application..................... 147
Lenin Fred A. and L. R. Jonisha Miriam
Chapter 9 Improved FCM Based on Gaussian Kernel and Crow Search
Optimization for ROI Extraction on Corona Virus Disease
(COVID-19) CT
Images....................................................................
173
S. N. Kumar, Lenin Fred A., L. R. Jonisha Miriam, Ajay Kumar
H. Parasuraman Padmanabhan, and Balázs Gulyás
Chapter 10 Estimating the Effect of Social Distancing in the Progression
Dynamics of
COVID-19....................................................................
193
Narender Kumar, Shweta Sankhwar and Ravins Dohare