Artificial intelligence and machine learning in 2D/3D medical image processing. (2020)

• Record Type: Book
• Further Information: Note: Edited by Rohit Raja, Sandeep Kumar, Shilpa Rani, K. Ramya Laxmi.
• Editors: Raja, Rohit; Kumar, Sandeep, 1983-; Rani, Shilpa; Laxmi, K. Ramya
• Contents: 1. An Introduction to Medical Image Analysis in 3D [Upasana Sinha, Kamal Mehta, and Prakash C. Sharma] 2. Automated Epilepsy Seizure Detection from EEG Signals Using Deep CNN Model [Saroj Kumar Pandey, Rekh Ram Janghel, Archana Verma, Kshitiz Varma, and Pankaj Kumar Mishra] 3. Medical Image De-Noising Using Combined Bayes Shrink and Total Variation Techniques [Devanand Bhonsle, G. R. Sinha, and Vivek Kumar Chandra] 4. Detection of Nodule and Lung Segmentation Using Local Gabor XOR Pattern in CT Images [Laxmikant Tiwari, Rohit Raja, Vineet Awasthi, and Rohit Miri] 5. Medical Image Fusion Using Adaptive Neuro Fuzzy Inference System [Kamal Mehta, Prakash C. Sharma, and Upasana Sinha] 6. Medical Imaging in Healthcare Applications [K. Rawal, G. Sethi, and D. Ghai] 7. Classification of Diabetic Retinopathy by Applying an Ensemble of Architectures [Rahul Hooda and Vaishali Devi] 8. Compression of Clinical Images Using Different Wavelet Function [Munish Kumar and Sandeep Kumar] 9. PSO-Based Optimized Machine Learning Algorithms for the Prediction of Alzheimer’s Disease [Saroj Kumar Pandey, Rekh Ram Janghel, Pankaj Kumar Mishra, Kshitiz Varma, Prashant Kumar, and Saurabh Dewangan] 10. Parkinson’s Disease Detection Using Voice Measurements [Raj Kumar Patra, Akansha Gupta, Maguluri Sudeep Joel, and Swati Jain] 11. Speech Impairment Using Hybrid Model of Machine Learning [Renuka Arora, Sunny Arora, and Rishu Bhatia] 12. Advanced Ensemble Machine Learning Model for Balanced BioAssays [Lokesh Pawar, Anuj Kumar Sharma, Dinesh Kumar, and Rohit Bajaj] 13. Lung Segmentation and Nodule Detection in 3D Medical Images Using Convolution Neural Network [Rohit Raja, Sandeep Kumar, Shilpa Rani, and K. Ramya Laxmi]
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2020
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 616.07540285; Diagnostic imaging -- Data processing; Imaging systems in medicine
• Languages: English
• ISBNs: 9781000337136; 9781000337075; 9781000337105; 9780429354526
• Related ISBNs: 9780367374358
• Notes: Note: Description based on CIP data; resource not viewed.
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