Advanced AI Techniques and Applications in Bioinformatics
portes grátis
Advanced AI Techniques and Applications in Bioinformatics
Gaur, Loveleen; Wamba, Samuel Fosso; Jhanjhi, Noor Zaman; Solanki, Arun
Taylor & Francis Ltd
05/2024
282
Mole
9780367647674
Pré-lançamento - envio 15 a 20 dias após a sua edição
Descrição não disponível.
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
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
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
RNNs;Machine Learning;DNNs;Structure Prediction;Virtual Screening;HTVS;Support Vector Machines;Deep Learning Methods;Machine Learning Models;HTS;SBDD;Drug Discovery;AI Technique;AI Algorithm;Machine Learning Algorithms;Drug Repurposing;Ai;miRNA Target Interactions;Genome Editing;Ml Algorithm;FIS;Membership Function;Data Sets;miRNA Target;Protein Folding Problem
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
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
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
RNNs;Machine Learning;DNNs;Structure Prediction;Virtual Screening;HTVS;Support Vector Machines;Deep Learning Methods;Machine Learning Models;HTS;SBDD;Drug Discovery;AI Technique;AI Algorithm;Machine Learning Algorithms;Drug Repurposing;Ai;miRNA Target Interactions;Genome Editing;Ml Algorithm;FIS;Membership Function;Data Sets;miRNA Target;Protein Folding Problem
