Artificial intelligence technologies for computational biology. (2022)

• Record Type: Book
• Further Information: Note: Edited by Ranjeet Kumar Rout, Saiyed Umer, Sabha Sheikh, A.L. Sangal.
• Editors: Rout, Ranjeet Kumar; Umer, Saiyed; Sheikh, Sabha; Sangal, Amrit Lal
• Contents: 1. Graph Representation Learning for Protein Classification; Sucheta Dawn and Monidipa Das 2. Prediction of Methylation Sites in Protein Sequences; Monika Khandelwal and Nazir Shabbir and Saiyed Umer 3. A Taxonomy of e-Healthcare Techniques and solutions; Dev Arora and Amit Dua and Umair Ayub 4. Classification of lung diseases using machine learning techniques; Sudipto Bhattacharjee, Banani Saha, and Sudipto Saha 5. Multi-objective Bacterial foraging optimization; R.Vasundhara Devi and S.Siva Sathya 6. Artificial Intelligence for Biomedical Informatics; Shahid Azim, Samridhi Dev and Sushil Kumar and Aditi Sharan 7. A Novel Approach for Feature Selection Using ANN and PSO; Venkata Maha Lakshmi N and Ranjeet Kumar Rout 8. DL based Diabetic Retinopathy Stage Classification from Retinal Fundus Images; Nilarun Mukherjee and Souvik Sengupta 9. Cancer Diagnosis from Histopathology Images using Deep Learning: A Review; Vijaya Gajanan Buddhavarapu and J. Angel Arul Jothi 10. Skin Lesion Classification by Using Deep Tree-CNN; Prakash Choudhary and Sameer Mansuri 11. Diagnose covid-19 on its early stages using lung CT images; Kadambari K V and Lavanya Madhuri Bollipo 12. Impact of Machine learning Practices on biomedical informatics; Hina Bansal, Hiya Luthra and Ankur Chaurasia 13. Recognition of types of arrhythmia; Arshpreet Kaur, Kumar Shashvat and Hemant Kr. Soni 14. ML and DL Algorithms on Multi-Modal Omics Data; Supantha Das, Soumadip Ghosh, Saurav Mallik, and Guimin Qin
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2022
• Extent: 1 online resource
• Subjects: 570.28563; Artificial intelligence -- Biological applications; Computational biology -- Data processing
• Languages: English
• ISBNs: 9781000778694; 9781000778687; 9781003246688
• Related ISBNs: 9781032160009
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.