| 书目名称 | Computational Intelligence in Oncology | | 副标题 | Applications in Diag | | 编辑 | Khalid Raza | | 视频video | | | 概述 | Covers exclusive applications of computational intelligence.Presents cancer recurrence prediction, survival prediction, and detection of malignant or premalignant lesions.Includes fundamental concepts | | 丛书名称 | Studies in Computational Intelligence | | 图书封面 |  | | 描述 | .This book encapsulates recent applications of CI methods in the field of computational oncology, especially cancer diagnosis, prognosis, and its optimized therapeutics...The cancer has been known as a heterogeneous disease categorized in several different subtypes. According to WHO’s recent report, cancer is a leading cause of death worldwide, accounting for over 10 million deaths in the year 2020. Therefore, its early diagnosis, prognosis, and classification to a subtype have become necessary as it facilitates the subsequent clinical management and therapeutics plan. Computational intelligence (CI) methods, including artificial neural networks (ANNs), fuzzy logic, evolutionary computations, various machine learning and deep learning, and nature-inspired algorithms, have been widely utilized in various aspects of oncology research, viz. diagnosis, prognosis, therapeutics, and optimized clinical management. ..Appreciable progress has been made toward the understanding the hallmarks of cancer development, progression, and its effective therapeutics. However, notwithstanding the extrinsic and intrinsic factors which lead to drastic increment in incidence cases, the detection, diagnos | | 出版日期 | Book 2022 | | 关键词 | Cancer Prediction; Survival Prediction; Anti-cancer Drug Response Prediction; Anti-cancer Drug Design; G | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-16-9221-5 | | isbn_softcover | 978-981-16-9223-9 | | isbn_ebook | 978-981-16-9221-5Series ISSN 1860-949X Series E-ISSN 1860-9503 | | issn_series | 1860-949X | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
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发表于 2025-3-21 18:18:45
