Produktbild: Advanced AI Techniques and Applications in Bioinformatics

Advanced AI Techniques and Applications in Bioinformatics

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Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

18.10.2021

Abbildungen

farbige Illustrationen, Raster, schwarz-weiss, Zeichnungen, schwarz-weiss, Tabellen, schwarz-weiss

Herausgeber

Loveleen Gaur + weitere

Verlag

Taylor and Francis

Seitenzahl

282

Maße (L/B/H)

24/16,1/2 cm

Gewicht

594 g

Sprache

Englisch

ISBN

978-0-367-64169-6

Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

18.10.2021

Abbildungen

farbige Illustrationen, Raster, schwarz-weiss, Zeichnungen, schwarz-weiss, Tabellen, schwarz-weiss

Herausgeber

Verlag

Taylor and Francis

Seitenzahl

282

Maße (L/B/H)

24/16,1/2 cm

Gewicht

594 g

Sprache

Englisch

ISBN

978-0-367-64169-6

Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: gpsr@libri.de

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  • Produktbild: Advanced AI Techniques and Applications in Bioinformatics
  • Contents

    Contributors..............................................................................................................vii

    Editors........................................................................................................................xi

    Chapter 1 An Artificial Intelligence-based Expert System for the Initial

    Screening of COVID-19........................................................................1

    Anurag Sharma, Hitesh Marwaha, Vikrant Sharma and Love Kumar

    Chapter 2 An Insight into the Potential Role of Artificial Intelligence in

    Bioinformatics..................................................................................... 17

    Divya Bhatia and Deepak Malik

    Chapter 3 AI-Based Natural Language Processing for the Generation of

    Meaningful Information Electronic Health Record (EHR) Data....... 41

    Kuldeep Singh Kaswan, Loveleen Gaur, Jagjit Singh

    Dhatterwal, and Rajesh Kumar

    Chapter 4 AI and Genomes for Decisions Regarding the Expression of

    Genes...............................................................................................87

    Abeedha Tu-Allah Khan and Haleema Qamar

    Chapter 5 Implementation of Donor Recognition and Selection for

    Bioinformatics Blood Bank Application........................................... 105

    Soobia Saeed, N.Z. Jhanjhi, and Memood Naqvi

    Chapter 6 Deep Learning Techniques for miRNA Sequence Analysis............. 139

    Saswati Mahapatra, Jayashankar Das, David Correa

    Martins-Jr, and Tripti Swarnkar

    Chapter 7 Role of Machine Intelligence in Cancer Drug Discovery and

    Development...................................................................................... 153

    Kaushik Kumar Bharadwaj, Bijuli Rabha, Gaber El-Saber

    Batiha, Debabrat Baishya, and Arabinda Ghosh

    Chapter 8 Genome and Gene Editing by Artificial Intelligence Programs....... 165

    Imran Zafar, Aamna Rafique, Javaria Fazal, Misbah Manzoor,

    Qurat Ul Ain, and Rehab A. Rayan

    Chapter 9 Artificial Neural Network (ANN) Techniques in Solving the

    Protein Folding Problem................................................................... 189

    Raghunath Satpathy

    Chapter 10 Application of Machine Learning and Molecular Modeling in

    Drug Discovery and Cheminformatics............................................. 201

    Manish Kumar Tripathi, Sushant Kumar Shrivastava, S.

    Karthikeyan, Dhiraj Sinha, and Abhigyan Nath

    Chapter 11 Role of Advanced Artificial Intelligence Techniques in

    Bioinformatics................................................................................... 215

    Harshit Bhardwaj, Pradeep Tomar, Aditi Sakalle,

    and Uttam Sharma

    Chapter 12 A Bioinformatics Perspective on Artificial Intelligence in

    Healthcare and Diagnosis: Applications, Implications, and

    Limitations........................................................................................227

    Anuradha Bhardwaj, Arun Solanki, and Vikrant Nain

    Chapter 13 Accelerating Translational Medical Research by Leveraging

    Artificial Intelligence: Digital Healthcare........................................ 243

    G. M. Roopa, K. Shryavani, N. Pradeep, and Vicente Garcia Diaz

    Index.......................................................................................................................265