Screen LibraryComputational intelligence aided systems for healthcare domain /
"The text covers recent advances in artificial intelligence, smart computing, and their applications in augmenting medical and health care systems. It will serve as an ideal reference text for graduate students and academic researchers in diverse engineering fields including electrical, electro...
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| Group Author: | ; ; ; ; |
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| Published: |
CRC Press,
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| Publisher Address: | Boca Raton, FL : |
| Publication Dates: | 2023. |
| Literature type: | Book |
| Language: | English |
| Edition: | First edition. |
| Subjects: | |
| Summary: |
"The text covers recent advances in artificial intelligence, smart computing, and their applications in augmenting medical and health care systems. It will serve as an ideal reference text for graduate students and academic researchers in diverse engineering fields including electrical, electronics and communication, computer, and biomedical"-- |
| Carrier Form: | xxi, 414 pages : illustrations ; 24 cm |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: |
9781032210339 1032210338 9781032436654 1032436654 |
| Index Number: | R859 |
| CLC: | R-058 |
| Call Number: | R-058/C738-3 |
| Contents: | Introduction to computational methods-machine and deep learning perspective / Hanuman et al. -- Deep learning and machine learning methods for healthcare / Kushagra Krishnan and Pinki Dey -- Deep multi-view learning for healthcare domain / Dr. Vipin Kumar, Dr. Bharti, Dr. Pawan Kumar Chaurasia, Dr. Prem Shankar Singh Aydav -- Precision healthcare in the era of IoT and big data : monitoring of self-care activities / Sujit Bebortta and Dilip Senapati -- Machine learning approach for classification of stroke patients using clinical data / Md. Rafiqul Islam and Bharti -- Comparative Analysis of noise robust Fuzzy C-means based image segmentation algorithm / Inder Khatri, Dhirendra Kumar and Aryan Gupta -- Exploring the role of AI, IoT and Blockchain during Covid-19 : a bibliometric and network analysis / Kiran Sharma and Parul Khurana -- Biomedical named entity recognition using natural language processing / Shaina Raza, Syed Raza Bashir, Vidhi Thakkar, Usman Naseem -- Image segmentation of skin disease using deep learning approach / Manbir Singh and Maninder Singh -- Multimodality dementia detection system using machine and deep learning / Shruti Srivatsan, Sumneet Kaur Bamrah, Gayathri K -- Heart attack analysis and prediction system / Ashish Kumar Das, Ravi Vishwakarma, Adarsh Kumar Bharti, Binu Singh, Jyoti Singh Kirar -- Utility of exploratory data analysis for improved diabetes prediction / Jyoti et al. -- Fundus image classification for diabetic retinopathy using deep learning / Monika Mokan, Soharab Hossain Shaikh, Devanjali Relan -- Emerging role of artificial intelligence in precision oncology / Vinod Singh -- Artificial intelligence in precision oncology : research trends (2015-2021), challenges and future perspectives / Ranjeet Kaura, Sabiya Fatimaa, Amit Doegara, Dr. Suyash Singh -- Computer-aided breast cancer diagnosis using machine learning and deep learning methods : a comprehensive survey / Vipin et al. -- Understanding complex dynamical evolution an |