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Artificial intelligence for disease diagnosis and prognosis in smart healthcare /
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| 자료유형 | E-Book |
|---|---|
| 개인저자 | Mostefaoui, Ghita K., editor. Islam, S. M. Riazul, editor. Tariq, Faisal, editor. |
| 서명/저자사항 | Artificial intelligence for disease diagnosis and prognosis in smart healthcare /edited by Ghita K. Mostefaoui, S.M. Riazul Islam, Faisal Tariq. |
| 형태사항 | 1 online resource. |
| 소장본 주기 | OCLC control number change |
| ISBN | 9781003251903 1003251900 9781000823158 1000823156 9781000823202 1000823202 |
| 기타표준부호 | 10.1201/9781003251903doi |
| 서지주기 | Includes bibliographical references and index. |
| 내용주기 | Machine Learning for Disease Assessment / Sujay Saha and Shekh Md Mahmudul Islam -- Precision medicine and future healthcare / Muhammad Afzal, Maqbool Hussain -- AI-driven drug response prediction for personalised cancer medicine / Julhash U. Kaz -- Skin Disease Recognition and Classification Using Machine Learning and Deep Learning in Python / Masum Shah Junayed, Md Baharul Islam, Arezoo Sadeghzadeh -- COVID-19 Diagnosis Based Deep Learning Approaches for COVIDX Dataset : A Preliminary Survey / Esraa Hassan, Mahmoud Y. Shams, Noha A. Hikal, Samir Elmougy -- Automatic grading of invasive breast cancer patients for the decision of therapeutic plan / Hossain Md Shakhawat, Matthew Hanna, Kareem Ibrahim, Rene Serrette, Peter Ntiamoah, Marcia Edelweiss, Edi Brogi, Meera Hameed, Masahiro Yamaguchi, Dara Ross, Yukako Yagi -- Prognostic Role of CALD1 in Brain Cancer : A Data-driven Review / S. M. Riazul Islam, Subbroto Kumar Saha, Afsana Nishat , and Shaker El-Sappagh -- Artificial Intelligence for Parkinson's Disease Diagnosis : A Review / Md. Moradul Siddique, Yeasir Arefin Tusher, Dr. Md. Humaun Kabir, Mohammad Farhad Bulbul and Dr. Syed Md. Galib -- Breast Cancer Detection : A Survey / Esraa Hassan, Fatma M. Talaat, Zeinab Hassan, Nora El-Rashidy -- Review of artifact detection methods for automated analysis and diagnosis in digital pathology / Hossain Md Shakhawat, Md Sakir Hossain, M M Manjurul Islam, Md Alamgir Kabir, S M Hasan Mahmud, and Faisal Tariq -- Machine Learning Enabled Detection and Management of Diabetes Mellitus / Shafiqul Islam -- IoT and deep learning-based smart healthcare with an integrated security system to detect various skin lesions / Md Khairul Islam, Md Al Amin, Md. Mojibur Rahman Redoy Akanda, Md. Shabuj Hossen, Feroza -- Naznin, Md Zahidul Islam, Mohammad Ali Mon -- Real-Time Facemask Detection Using Deep Convolutional Neural Network-based Transfer Learning / Jakaria Islam Emon, M M Manjurul Islam, Syeda Amina Abedin, Md Shakhawat Hossain, Rupam Kumar Das -- Security Challenges in Wireless Body Area Networks for Smart Healthcare / Muhammad Shadi Hajar, Harsha Kumara Kalutarage , and M. Omar Al-Kadri -- Machine Learning Based Security and Privacy Protection Approach to Handle the Physiological Data / M. Humayun Kabir -- Conclusion : Future Challenges in Artificial Intelligence for Smart -- Healthcare / Faisal Tariq, S. M. Riazul Islam, and Ghita Kouadri Mostefaoui. |
| 요약 | "Artificial Intelligence (AI) in general and machine learning (ML) and deep learning (DL) in particular and related digital technologies are a couple of fledging paradigms that the next generation healthcare services are sprouting towards. These digital technologies can transform various aspects of healthcare, leveraging advances in computing and communication power. With a new spectrum of business opportunities, AI-powered healthcare services would improve the lives of patients, their families, and societies. However, the application of AI in the healthcare field requires special attention given the direct implication with human life and well-being. Rapid progress in AI leads to the possibility of exploiting healthcare data for designing practical tools for automated diagnosis of chronic diseases such as dementia and diabetes. This book highlights the current research trends in applying AI models in various disease diagnoses and prognoses to provide enhanced healthcare solutions. The primary audience of the book will be postgraduate students and researchers in the broad domain of healthcare technologies"-- |
| 일반주제명 | Artificial intelligence -- Medical applications. COMPUTERS / Machine Theory COMPUTERS / Artificial Intelligence COMPUTERS / Social Aspects / Human-Computer Interaction Artificial intelligence -- Medical applications. |
| 언어 | 영어 |
| 기타형태 저록 | Print version:Artificial intelligence for disease diagnosis and prognosis in smart healthcare.Boca Raton : CRC Press, 20229781032168302 |
| 대출바로가기 | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=3558133 |
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