State of the art in neural networks and their applications. Volume 1 (2023)

• Record Type: Book
• Further Information: Note: Edited by Ayman S. El-Baz, Jasjit S. Suri.
• Editors: Suri, Jasjit S; El-Baz, Ayman S
• Contents: 1. Microscopy Cancer Cell Imaging in B-Lineage Acute Lymphoblastic Leukemia; 2. Computational Applications in Brain and Breast Cancer; 3. Deep Neural Networks and Advanced Computer Vision Algorithms in The Early Diagnosis of Skin Diseases; 4. An Accurate Deep Learning-Based CAD System For Early Diagnosis Of Prostate Cancer; 5. Adaptive Graph Convolutional Neural Network and its Biomedical Applications; 6. Deep Slice Interpolation via Marginal Super-Resolution, Fusion and Refinement; 7. New Explainable Deep CNN Design for Classifying Breast Tumor Response over Neoadjuvant Chemotherapy ; 8. Deep Learning Interpretability: Measuring The Relevance of Clinical Concepts in CNN Features; 9. Computational Lung Sound Classification: A Review; 10. Clinical Applications of Machine Learning in Heart Failure; 11. Role of AI and Radiomics in Diagnosing Renal Tumors: A Survey; 12. Texture-Centric Diagnostic Models for Thyroid-Cancer Using Convolutional Neural Networks: Bridging the Gap Between Radiomics and Microscopic Domains
• Publisher Details: Amsterdam : Academic Press
• Publication Date: 2023
• Extent: 1 online resource
• Subjects: 616.07540285; Diagnostic imaging -- Data processing; Image analysis; Neural networks (Computer science) -- Industrial applications
• Languages: English
• ISBNs: 9780128199121
• Related ISBNs: 9780128198728
• Notes: 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.