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A Guide to Outcome Modeling In Radiotherapy and Oncology : Listening to the Data Taylor & Francis Inc
A Guide to Outcome Modeling In Radiotherapy and Oncology : Listening to the Data Taylor & Francis Inc Taylor & Francis Inc  

A Guide to Outcome Modeling In Radiotherapy and Oncology : Listening to the Data

کد کتاب 143481

A Guide to Outcome Modeling In Radiotherapy and Oncology : Listening to the Data

راهنمای مدل سازی نتایج در پرتودرمانی و انکولوژی: گوش دادن به داده ها

افست = اورجینال
چاپ تمام رنگی

کاغذ 80 گرمی اندونزی
جلد سخت / ته دوخت / سیمی

*بهترین کیفیت افست را از ما بخواهید*

این کتاب در درجه اول به عنوان یک آموزش برای تازه واردان در زمینه مدل سازی نتایج عمل می کند ، زیرا شامل دستورالعمل های عمیق در زمینه مدل سازی است در حالی که دستورالعمل کافی در مورد چگونگی تقریب چنین مدل هایی از واقعیت های فیزیکی و بیولوژیکی درمان بالینی را ارائه می دهد. به این کتاب همچنین برای مربیان با تجربه به عنوان مرجعی در جنبه های مختلف مدل سازی نتایج و کاربردهای فعلی آنها ارزشمند خواهد بود.

تعداد صفحه
368
چاپ
زبان
سال نشر
شابک
قطع
نویسنده

خرید A Guide to Outcome Modeling In Radiotherapy and Oncology : Listening to the Data

دارای 5% تخفیف  

A Guide to Outcome Modeling In Radiotherapy and Oncology : Listening to the Data

راهنمای مدل سازی نتایج در پرتودرمانی و انکولوژی: گوش دادن به داده ها

This book explores outcome modeling in cancer from a data-centric perspective to enable a better understanding of complex treatment response, to guide the design of advanced clinical trials, and to aid personalized patient care and improve their quality of life. It contains coverage of the relevant data sources available for model construction (panomics), ranging from clinical or preclinical resources to basic patient and treatment characteristics, medical imaging (radiomics), and molecular biological markers such as those involved in genomics, proteomics and metabolomics. It also includes discussions on the varying methodologies for predictive model building with analytical and data-driven approaches.





This book is primarily intended to act as a tutorial for newcomers to the field of outcome modeling, as it includes in-depth how-to recipes on modeling artistry while providing sufficient instruction on how such models can approximate the physical and biological realities of clinical treatment. The book will also be of value to seasoned practitioners as a reference on the varying aspects of outcome modeling and their current applications.


Features:




Covers top-down approaches applying statistical, machine learning, and big data analytics and bottom-up approaches using first principles and multi-scale techniques, including numerical simulations based on Monte Carlo and automata techniques
Provides an overview of the available software tools and resources for outcome model development and evaluation, and includes hands-on detailed examples throughout
Presents a diverse selection of the common applications of outcome modeling in a wide variety of areas: treatment planning in radiotherapy, chemotherapy and immunotherapy, utility-based and biomarker applications, particle therapy modeling, oncological surgery, and the design of adaptive and SMART clinical trials

Product details

  • Hardback | 368 pages
  • 178 x 254 x 30.48mm | 839g
  • Productivity Press
  • Portland, United States
  • English
  • 101 Illustrations, black and white
  • 1498768059
  • 9781498768054
  • 2,486,806