, , , e.a.

Deep Learning Applications in Translational Bioinformatics

Specificaties
Paperback, blz. | Engels
Elsevier Science | e druk, 2024
ISBN13: 9780443222993
Rubricering
Elsevier Science e druk, 2024 9780443222993
€ 199,00
Levertijd ongeveer 8 werkdagen

Samenvatting

Deep Learning Applications in Translational Bioinformatics, a new volume in the Advances in Ubiquitous Sensing Application for Healthcare series, offers a detailed overview of basic bioinformatics, deep learning, and various applications of deep learning in translational bioinformatics, including deep learning ensembles, deep learning in protein classification, detection of various diseases, prediction of antiviral peptides, identification of antibiotic resistance, computer aided drug design and drug formulation. This new volume helps researchers working in the field of machine learning and bioinformatics foster future research and development.

Specificaties

ISBN13:9780443222993
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

1. Deep Learning Ensembles in Translational Bioinformatics<br>2. Recursive Feature Elimination and Multi Support Vector Machine in Healthcare Analytics<br>3. Sensors-enabled Biomedical Decision Support System using Deep Learning and Fuzzy Logic<br>4. Prediction of Alzheimer's Disease Using Densely Convolutional Neural Network<br>5. Brain Tumor Detection from MRI Images using Shallow CNN<br>6. Pandemic Disease Detection Using Diffusional Convolutional Neural Network<br>7. Multiview Technique and Shallow CNN with Dropouts to Predict Antiviral Peptides<br>8. Deep Learning Methods for Protein Classification<br>9. Biosensors-based Identification of Antibiotic Resistance in Bacteria<br>10. Deep Learning for Fervent Gene Expression Analysis<br>11. Machine Learning-enforced Bioinformatics Approaches for Drug Discovery and Development<br>12. Role of Deep Learning in Predicting Drug Formulations and Delivery Systems<br>13. Deep Learning in Computer-aided Drug Design: A Case Study<br>14. Protein Structure Prediction with RNN and CNN: A Case Study<br>15. Generative Adversarial Networks in Protein and Ligand Structure Generation: A Case Study<br>16. Artificial Neural Networks for Prediction of Psychological Threats: A Case Study
€ 199,00
Levertijd ongeveer 8 werkdagen

Rubrieken

    Personen

      Trefwoorden

        Deep Learning Applications in Translational Bioinformatics