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Artificial Intelligence and Machine Learning in 2D/3D Medical Image Processing

Artificial Intelligence and Machine Learning in 2D/3D Medical Image Processing (Hardcover, 1)

Sandeep Kumar, Rohit Raja, Shilpa Rani, K. Ramya Laxmi (엮은이)
CRC Press
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Artificial Intelligence and Machine Learning in 2D/3D Medical Image Processing
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책 정보

· 제목 : Artificial Intelligence and Machine Learning in 2D/3D Medical Image Processing (Hardcover, 1) 
· 분류 : 외국도서 > 기술공학 > 기술공학 > 생체공학
· ISBN : 9780367374358
· 쪽수 : 196쪽
· 출판일 : 2020-12-23

목차

1. Introduction to Medical Image Analysis.Upasana Sinha, Kamal Mehta2. Automated epilepsy seizure detection from EEG signals using Deep CNN model.Saroj Kumar Pandey, Rekh Ram Janghel, Archana Verma, Kshitiz Varma, Pankaj Kumar Mishra3. Medical Image De-noising using Combined Bayes Shrink & Total Variation Techniques. Devanand Bhonsle, G. R. Sinha, Vivek Kumar Chandra4. Detection of Nodule and Lung Segmentation using Local Gobar XOR Pattern in CT Images. Laxmikant Tiwari, Rohit Raja, Vineet Awasthi, Rohit Miri5. Medical Image Fusion Using Adaptive Neuro Fuzzy Inference System. Kamal Mehta, Prakash C. Sharma, Upasana Sinha6. Medical Imaging in Healthcare Applications.K. Rawal, G. Sethi, D. Ghai7. Classification of Diabetic Retinopathy by applying an Ensemble of Architectures. Rahul Hooda, Vaishali Devi8. Yajna and Vedic Mantra: An Indian Science to Cure Different Diseases.Rohit Rastogi, Mamta Saxena, Devendra Kumar Chaturvedi, Mayank Gupta, Parul Singhal Puru Jain, Rishabh Jain, Mohit Jain, Vishal Sharma, Utkarsh Sangam9. Improved Model for Calculating Word-Similarity of Hindi Language. Shashank Singh, Shailendra Singh10. Compression of Clinical Images Using Different Wavelet Function.Munish Kumar, Sandeep Kumar11. PSO based optimized Machine Learning Algorithms for Prediction of Alzheimer’s Disease. Saroj Kumar Pandey, Rekh Ram Janghel, Pankaj Kumar Mishra, Kshitiz Varma, Prashant Kumar, Saurabh Dewangan12. Application of Artificial Intelligence and Computer Vision to Identify Edible Birds Nest. W. K. Lai, M. Y. Koay, S. X.C. Loh, X. K. Lim, K. M. Goh13. Parkinson’s disease Detection using voice measurements.Raj Kumar Patra, Akansha Gupta, Sudeep Joel, Swati Jain14. Speech Impairment using Hybrid Model of Machine Learning.Renuka Aroram, Sunny Arora, Rishu Bhatia15. Advanced Ensemble Machine Learning Model for Balanced BioAssays. Lokesh Pawar, Anuj Kumar Sharma, Dinesh Kumar, Rohit Bajaj16. Lung Segmentation and Nodule Detection in 3D Medical Images using Convolution Neural NetworkRohit Raja, Sandeep Kumar, Shilpa Rani, K Ramya Laxmi

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