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State of the Art in Neural Networks and Their Applications

Volume 1

Specificaties
Paperback, blz. | Engels
Elsevier Science | 2021
ISBN13: 9780128197400
Rubricering
Elsevier Science e druk, 2021 9780128197400
€ 179,80
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Samenvatting

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.

Specificaties

ISBN13:9780128197400
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

1. Computer Aided Detection of Abnormality in Mammography using Deep Object Detectors<br>2. Detection of retinal abnormalities in fundus image using CNN Deep Learning Networks<br>3. A survey of Deep Learning Based Methods for Cryo-electron Tomography Data Analysis<br>4. Detection, Segmentation and Numbering of Teeth in Dental Panoramic Images with Mask RCNN<br>5. Accurate Identification of Renal Transplant Rejection: Convolutional Neural Networks and Diffusion MRI<br>6. Applications of the ESPNet Architecture in Medical Imaging<br>7. Achievements of Neural Network in Skin Lesions Classification<br>8. A Computer-aided-diagnosis System for Breast Cancer Molecular Subtypes Prediction in mammographic images<br>9. Computer-Aided Diagnosis of Renal Masses<br>10. Early Identification of Acute Rejection for Renal Allografts: A Machine Learning Approach<br>11. Deep Learning for Computer-Aided Diagnosis in Ophthalmology: A Review<br>12. Deep Learning for Ophthalmology using Optical Coherence Tomography<br>13. Generative Adversarial Networks in Medical Imaging<br>14. Deep Learning from Small Labeled Datasets Applied to Medical Image Analysis
€ 179,80
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        State of the Art in Neural Networks and Their Applications