Adaptive Treatment Strategies in Practice: Planning Trials and Analyzing Data for Personalized Medicine by Michael R. Kosorok, Erica E. M. Moodie
Requirements: .PDF reader, 7 MB
Overview: Personalized medicine is a medical paradigm that emphasizes systematic use of individual patient information to optimize that patient's health care, particularly in managing chronic conditions and treating cancer. In the statistical literature, sequential decision making is known as an adaptive treatment strategy (ATS) or a dynamic treatment regime (DTR). The field of DTRs emerges at the interface of statistics, machine learning, and biomedical science to provide a data-driven framework for precision medicine.
The authors provide a learning-by-seeing approach to the development of ATSs, aimed at a broad audience of health researchers. All estimation procedures used are described in sufficient heuristic and technical detail so that less quantitative readers can understand the broad principles underlying the approaches. At the same time, more quantitative readers can implement these practices.
Genre: Non-Fiction > Health, Fitness & Self-help
Download Instructions:
https://userupload.net/5p0ar8e4m3m6
https://uploadrar.com/ww8xexths8ga
Requirements: .PDF reader, 7 MB
Overview: Personalized medicine is a medical paradigm that emphasizes systematic use of individual patient information to optimize that patient's health care, particularly in managing chronic conditions and treating cancer. In the statistical literature, sequential decision making is known as an adaptive treatment strategy (ATS) or a dynamic treatment regime (DTR). The field of DTRs emerges at the interface of statistics, machine learning, and biomedical science to provide a data-driven framework for precision medicine.
The authors provide a learning-by-seeing approach to the development of ATSs, aimed at a broad audience of health researchers. All estimation procedures used are described in sufficient heuristic and technical detail so that less quantitative readers can understand the broad principles underlying the approaches. At the same time, more quantitative readers can implement these practices.
Genre: Non-Fiction > Health, Fitness & Self-help
Download Instructions:
https://userupload.net/5p0ar8e4m3m6
https://uploadrar.com/ww8xexths8ga