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Materias: “…Clinical medicine Periodicals…”

Tabla de Contenidos: “…Intro -- Title page -- Front matter -- Reviewers -- In Memoriam -- Acknowledgments -- Contents -- Boxes, Figures, and Tables -- Acronyms and Abbreviations -- Proceedings of a Workshop -- Background on Drug Development and Regulatory Review -- Type of FDA Drug Development and Approval Pathways -- Ethical Requirements of Clinical Research -- Exploring the Challenges with Traditional Clinical Development -- Inefficiences and Long Development Timelines -- Generalizability of Clinical Trial Results to Clinical Practice -- Appropriate Use of Biomarkers and Surrogate Endpoints -- Finding the Right Dose -- New Strategies in Oncology Drug Development -- Patient-Centered Drug Development -- Informed Consent -- Patient Risk -- Mechanism-Informed Cancer Drug Development -- Targeting Mutations in Breast Cancer -- Targeting the Microenvironment in Multiple Myeloma -- Fictional Imaging -- New Endpoints -- Modeling -- Process Modeling the Drug Development Pathway -- Dosage Modeling -- Modeling Benefits and Risks -- Development and Use of Biomarkers in Cancer Clinical Trials -- Innovative Clinical Trial Designs -- Adaptive Designs -- Seamless (Continuous) Clinical Trial Designs -- Master Protocols -- Clinical Trials with Common Control Arms -- Issues to Consider with Innovative Clinical Trial Designs -- Leveraging Real-World Evidence from Clinical Practice -- Pragmatic Trials -- Using EHR Data in Studies -- When to Use Real-World Evidence -- Standardization -- Guidance on Standardizing and Using Real-World Evidence -- Patient Privacy -- Expanding Clinical Trial Eligibility -- Collaboration -- Potential Policy Opportunities -- Innovations at CMS -- FDA Oncology Center of Excellence -- Expanded Access -- Cancer Moonshot -- Examples of Innovations in Cancer Drug Development -- Development of Crizotinib -- Development of Avelumab -- Development of Pembrolizumab…”

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Tabla de Contenidos: “…""Front Matter""; ""Institute of Medicine Roundtable on Value & Science-Driven Health Care *Charter and Vision Statement*""; ""Reviewers""; ""Foreword""; ""Contents""; ""Acronyms and Abbreviations""; ""1 Introduction""; ""2 Issues Overview for Observational Studies in Clinical Research""; ""3 Engaging the Issue of Bias""; ""4 Generalizing Randomized Clinical Trial Results to Broader Populations""; ""5 Detecting Treatment-Effect Heterogeneity""; ""6 Predicting Individual Responses""; ""7 Strategies Going Forward""; ""8 Common Themes for Progress""…”

Tabla de Contenidos: “…Table of Contents Introducing Machine Learning and the AWS Machine Learning Stack Exploring Key AWS Machine Learning Services for Healthcare and Life Sciences Machine Learning for Patient Risk Stratification Using Machine Learning to Improve Operational Efficiency for Healthcare Providers Implementing Machine Learning for Healthcare Payors Implementing Machine Learning for Medical Devices and Radiology Images Applying Machine Learning to Genomics Applying Machine Learning to Molecular Data Applying Machine Learning to Clinical Trials and Pharmacovigilance Utilizing Machine Learning in the Pharmaceutical Supply Chain Understanding Common Industry Challenges and Solutions Understanding Current Industry Trends and Future Applications…”