Cantitate/Preț
Produs
Total produse
Vezi coșul
State of the Art in Neural Networks and Their Applications: Volume 1 de Ayman S. El-Baz

State of the Art in Neural Networks and Their Applications: Volume 1

Editat de Ayman S. El-Baz, Jasjit S. Suri
en Limba Engleză Paperback – 26 iul 2021
State of the Art in Neural Networks and Their Applications presents the latest advances in artificial neural networks and their applications across a wide range of clinical diagnoses. Advances in the role of machine learning, artificial intelligence, deep learning, cognitive image processing and suitable data analytics useful for clinical diagnosis and research applications are covered, including relevant case studies. The application of Neural Network, Artificial Intelligence, and Machine Learning methods in biomedical image analysis have resulted in the development of computer-aided diagnostic (CAD) systems that aim towards the automatic early detection of several severe diseases.

State of the Art in Neural Networks and Their Applications is presented in two volumes. Volume 1 covers the state-of-the-art deep learning approaches for the detection of renal, retinal, breast, skin, and dental abnormalities and more.

  • Includes applications of neural networks, AI, machine learning, and deep learning techniques to a variety of imaging technologies
  • Provides in-depth technical coverage of computer-aided diagnosis (CAD), with coverage of computer-aided classification, Unified Deep Learning Frameworks, mammography, fundus imaging, optical coherence tomography, cryo-electron tomography, 3D MRI, CT, and more
  • Covers deep learning for several medical conditions including renal, retinal, breast, skin, and dental abnormalities, Medical Image Analysis, as well as detection, segmentation, and classification via AI
Citește tot Restrânge

Toate formatele și edițiile

Toate formatele și edițiile Preț Express
Paperback (2) 82060 lei  5-7 săpt.
  ELSEVIER SCIENCE – 2 dec 2022 82060 lei  5-7 săpt.
  ELSEVIER SCIENCE – 26 iul 2021 83277 lei  5-7 săpt.

Preț: 83277 lei

Preț vechi: 108147 lei
-23% Nou

Puncte Express: 1249
Preț estimativ în valută:
14734€ • 17165$ • 12866£

Carte tipărită la comandă

Livrare economică 10-24 ianuarie 26

 Adaugă în coș

Wish list
Gift list
Am citit!
Adaugă în listă
Preluare comenzi: 021 569.72.76

Specificații

ISBN-13: 9780128197400
ISBN-10: 0128197404
Pagini: 324
Dimensiuni: 191 x 235 mm
Greutate: 0.56 kg
Editura: ELSEVIER SCIENCE

Public țintă

Biomedical engineers and researchers in neural engineering, medical imaging, and neural networks and students, researchers, and clinicians in oncology and related fields

Cuprins

1. Computer Aided Detection of Abnormality in Mammography using Deep Object Detectors
2. Detection of retinal abnormalities in fundus image using CNN Deep Learning Networks
3. A survey of Deep Learning Based Methods for Cryo-electron Tomography Data Analysis
4. Detection, Segmentation and Numbering of Teeth in Dental Panoramic Images with Mask RCNN
5. Accurate Identification of Renal Transplant Rejection: Convolutional Neural Networks and Diffusion MRI
6. Applications of the ESPNet Architecture in Medical Imaging
7. Achievements of Neural Network in Skin Lesions Classification
8. A Computer-aided-diagnosis System for Breast Cancer Molecular Subtypes Prediction in mammographic images
9. Computer-Aided Diagnosis of Renal Masses
10. Early Identification of Acute Rejection for Renal Allografts: A Machine Learning Approach
11. Deep Learning for Computer-Aided Diagnosis in Ophthalmology: A Review
12. Deep Learning for Ophthalmology using Optical Coherence Tomography
13. Generative Adversarial Networks in Medical Imaging
14. Deep Learning from Small Labeled Datasets Applied to Medical Image Analysis