Machine Learning in Medicine
-10%
portes grátis
Machine Learning in Medicine
Suri, Jasjit S.; El-Baz, Ayman
Taylor & Francis Ltd
08/2021
292
Dura
Inglês
9781138106901
15 a 20 dias
580
Descrição não disponível.
Preface. Acknowledgements. Editors. Contributors. Chapter 1 Another Set of Eyes in Anesthesiology. Chapter 2 Dermatological Machine Learning Clinical Decision Support System. Chapter 3 Vision and AI. Chapter 4 Thermal Dose Modeling for Thermal Ablative Cancer Treatments by Cellular Neural Networks. Chapter 5 Ensembles of Convolutional Neural Networks with Different Activation Functions for Small to Medium-Sized Biomedical Datasets. Chapter 6 Analysis of Structural MRI Data for Epilepsy Diagnosis Using Machine Learning Techniques. Chapter 7 Artificial Intelligence-Powered Ultrasound for Diagnosis and Improving Clinical Workflow. Chapter 8 Machine Learning for E/MEG-Based Identification of Alzheimer's Disease. Chapter 9 Some Practical Challenges with Possible Solutions for Machine Learning in Medical Imaging. Chapter 10 Detection of Abnormal Activities Stemming from Cognitive Decline Using Deep Learning. Chapter 11 Classification of Left Ventricular Hypertrophy and NAFLD through Decision Tree Algorithm. Chapter 12 The Cutting Edge of Surgical Practice: Applications of Machine Learning to Neurosurgery. Chapter 13 A Novel MRA-Based Framework for the Detection of Cerebrovascular Changes and Correlation to Blood Pressure. Chapter 14 Early Classification of Renal Rejection Types: A Deep Learning Approach. Index.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Machine Learning;image processing;Deep Learning Methods;Cancer;Cumulative Distribution Function;MRI;Machine Learning Model;Computer aided diagnosis (CAD);Deep Learning Model;unsupervised deep learning;Hippocampal Sclerosis;neural networks;Data Augmentation;Pennes Bio-heat Transfer Equation;HIFU Transducer;Alzheimer's Diagnosis;Bio-heat Transfer;Thermal Dose;Bio-heat Transfer Equation;OCT Image;CNN Model;Spinal Cord;Diabetic Retinopathy;Patient Specific Anatomical Models;Thermal Ablative Treatments;Normal LVMI;Thyroid Nodules;Modify Em Algorithm;Ai Model;Convolutional Layers;Volumetric Features
Preface. Acknowledgements. Editors. Contributors. Chapter 1 Another Set of Eyes in Anesthesiology. Chapter 2 Dermatological Machine Learning Clinical Decision Support System. Chapter 3 Vision and AI. Chapter 4 Thermal Dose Modeling for Thermal Ablative Cancer Treatments by Cellular Neural Networks. Chapter 5 Ensembles of Convolutional Neural Networks with Different Activation Functions for Small to Medium-Sized Biomedical Datasets. Chapter 6 Analysis of Structural MRI Data for Epilepsy Diagnosis Using Machine Learning Techniques. Chapter 7 Artificial Intelligence-Powered Ultrasound for Diagnosis and Improving Clinical Workflow. Chapter 8 Machine Learning for E/MEG-Based Identification of Alzheimer's Disease. Chapter 9 Some Practical Challenges with Possible Solutions for Machine Learning in Medical Imaging. Chapter 10 Detection of Abnormal Activities Stemming from Cognitive Decline Using Deep Learning. Chapter 11 Classification of Left Ventricular Hypertrophy and NAFLD through Decision Tree Algorithm. Chapter 12 The Cutting Edge of Surgical Practice: Applications of Machine Learning to Neurosurgery. Chapter 13 A Novel MRA-Based Framework for the Detection of Cerebrovascular Changes and Correlation to Blood Pressure. Chapter 14 Early Classification of Renal Rejection Types: A Deep Learning Approach. Index.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Machine Learning;image processing;Deep Learning Methods;Cancer;Cumulative Distribution Function;MRI;Machine Learning Model;Computer aided diagnosis (CAD);Deep Learning Model;unsupervised deep learning;Hippocampal Sclerosis;neural networks;Data Augmentation;Pennes Bio-heat Transfer Equation;HIFU Transducer;Alzheimer's Diagnosis;Bio-heat Transfer;Thermal Dose;Bio-heat Transfer Equation;OCT Image;CNN Model;Spinal Cord;Diabetic Retinopathy;Patient Specific Anatomical Models;Thermal Ablative Treatments;Normal LVMI;Thyroid Nodules;Modify Em Algorithm;Ai Model;Convolutional Layers;Volumetric Features
