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Advanced Machine Learning Approaches in Cancer Prognosis: Challenges and Applications, Nayak Janmenjoy, Favorskaya Margarita N., Jain Seema


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Автор: Nayak Janmenjoy, Favorskaya Margarita N., Jain Seema
Название:  Advanced Machine Learning Approaches in Cancer Prognosis: Challenges and Applications
ISBN: 9783030719746
Издательство: Springer
Классификация:


ISBN-10: 303071974X
Обложка/Формат: Hardcover
Страницы: 454
Вес: 0.84 кг.
Дата издания: 04.07.2021
Язык: English
Размер: 23.39 x 15.60 x 2.69 cm
Ссылка на Издательство: Link
Поставляется из: Германии
Описание: This book introduces a variety of advanced machine learning approaches covering the areas of neural networks, fuzzy logic, and hybrid intelligent systems for the determination and diagnosis of cancer.


Data-Driven Remaining Useful Life Prognosis Techniques: Stochastic Models, Methods and Applications

Автор: Si Xiao-Sheng, Zhang Zheng-Xin, Hu Chang-Hua
Название: Data-Driven Remaining Useful Life Prognosis Techniques: Stochastic Models, Methods and Applications
ISBN: 3662571730 ISBN-13(EAN): 9783662571736
Издательство: Springer
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Цена: 23757.00 р.
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Описание: This book introduces data-driven remaining useful life prognosis techniques, and shows how to utilize the condition monitoring data to predict the remaining useful life of stochastic degrading systems and to schedule maintenance and logistics plans.

Methods of Cancer Diagnosis, Therapy and Prognosis

Автор: M. A. Hayat
Название: Methods of Cancer Diagnosis, Therapy and Prognosis
ISBN: 9048178584 ISBN-13(EAN): 9789048178582
Издательство: Springer
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Цена: 49631.00 р.
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Описание: This book covers all aspects of breast cancer, including diagnosis, treatments, and prognosis. It highlights the efficacy of various anticancer drugs and their side-effects are pointed out, as well as the necessity of age-dependent breast cancer strategies.

Pointers to Cancer Prognosis

Автор: B.A. Stoll
Название: Pointers to Cancer Prognosis
ISBN: 0898388767 ISBN-13(EAN): 9780898388763
Издательство: Springer
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Цена: 12157.00 р.
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Описание: The last 30 years have seen little improvement in the age-adjusted mortality rates for most common types of cancer, and until we develop more effective and less damaging treatment modalities for these tumours, selection of each patient`s treatment must depend on prognostic pointers.

Methods of Cancer Diagnosis, Therapy, and Prognosis

Автор: M. A. Hayat
Название: Methods of Cancer Diagnosis, Therapy, and Prognosis
ISBN: 9401777802 ISBN-13(EAN): 9789401777803
Издательство: Springer
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Цена: 48913.00 р.
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Описание: This volume presents a detailed survey of cancers. This volume was written by of various methodologies related to diag- 94 oncologists representing 13 countries. nosis, therapy, and prognosis of ovar- Their practical experience highlights their ian cancer, renal cancer, urinary bladder writings, which should build and further cancer, and cervical uterine cancer, while the endeavors of the readers in this imp- the already published Volumes 1–5 detail tant area of disease. The text of each c- similar aspects of breast, lung, prostate, cer type is divided into subheadings for liver, gastrointestinal, colorectal, and bil- the convenience of the readers. It is my iary tract carcinomas. hope that the current volume will join the It is well established that cancer is the preceding volumes of this series for assi- deadliest of human diseases. The follow- ing in the more complete understanding ing estimated global incidence of seven of globally relevant cancer syndromes. types of cancers discussed in this volume There exists a tremendous, urgent demand indicated the seriousness of this malig- by the public on the scientific community nancy. to address cancer prevention, diagnosis, treatment, and hopefully cures. Cervical uterine cancer 493,342 I am grateful to the contributors for their Urinary bladder cancer 357,000 promptness accepting my suggestions. I respect their dedication and diligent work Leukemia 300,522 in sharing their invaluable knowledge with Renal cancer 208,480 the public through this series.


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