Explore resources related to health care analytics.
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Технический документ
The Evolution of AnalyticsLearn about modern applications for machine learning, including recommendation systems, streaming analytics, deep learning and cognitive computing. And learn from the experiences of two companies that have successfully navigated organizational and technological challenges to adopt machine learning and embark on their own analytics evolution.
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Технический документ
The Road to Value-Based Health CareThis paper describes the transformative tools that use advanced analytics to help health care organizations balance the goals of cost reduction and quality improvement through analysis of episodes of care.
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Customer Story
Automated laboratories improve uptime with analyticsPredictive service and maintenance keeps Siemens Healthineers lab tests running on time.
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Аналитический отчет
SAS is a Strong Performer in The Forrester Wave™: Healthcare Analytics, Q4 2018SAS supports advanced analytics with breadth and depth and is considered a strong performer in the latest Forrester Wave: Healthcare Analytics, Q4 2018.
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Технический документ
Achieving Program Integrity for Health Care Cost Containment OperationsLear how taking an enterprise approach to payment integrity – one that combines advanced data management and sophisticated analytics – can help payers detect and prevent fraud; effect positive change in how providers, employees and patients behave; and substantially reduce health care costs.
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Article
Использование глубокого обучения для сегментации опухоли в медицинских изображенияхЭто второй пост в моей серии о проекте компьютерного зрения, над которым я работала в SAS. В моем предыдущем посте я рассказала о своем первоначальном исследовании и переживаниях по поводу проекта. В этой статье я расскажу, как доработала цели и начала работу над проектом по сегментации опухолей печени в 3D КТ-сканировании.
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Технический документ
Artificial Intelligence for ExecutivesThis paper outlines the SAS approach to AI and explains key concepts. It also provides process and implementation tips if you are considering adding AI technologies to your business and analytical strategies.
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Технический документ
Behavioral Health in the Health Care IT EcosystemBehavioral health providers face financial, cultural and policy challenges when trying to adopt healthcare IT. Learn what’s being done to change that and improve whole-person care through behavioral health data.
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Article
IoT in healthcare: Unlocking true, value-based careGiven the potential of IoT – and the challenges of already overburdened healthcare systems around the world – we can’t afford not to integrate IoT in healthcare.
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E-Book
Doing good with government dataFrom child welfare and public health to combating prescription abuse and improving education, analytics is improving government programs around the world.
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Технический документ
Episode Analytics: Essential Tools for New Healthcare Models Read about real-world payer and provider experiences in using episode analytics for payment bundling, a comparison and background on the leading types of episode analytics, and recommendations on how to use episode analytics to reduce variations and manage contracts that involve financial risk.
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E-Book
Data: Managing It to Make the Most of ItThis e-book provides an in-depth look at how health care organizations could use information management to make better use of data – and, in the process, move clinical care forward by having the ability to not only collect information but to make intelligent decisions and care advancements based on true knowledge.
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Технический документ
Delivering Value-Based Care: Episodes of Care Analytics for Health Care Providers, Payers and ACOsThis International Institute for Analytics discussion summary delves into the topic of episodes of care, explaining what they are, why they are important and how they are enabling more predictive analytics capability.
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Article
Демо глубокого обучения для обнаружения опухолей печени при КТ-сканированииЭто пятый и последний пост в моей серии постов о модели глубокого обучения, которую я разработала для обнаружения опухолей в 3D КТ-сканировании печени. Эта статья посвящена точности модели и финальной демонстрации проекта.
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E-Book
How Any Size Organization Can Supersize Results With Data VisualizationEveryone makes better decisions with easy access to powerful, interactive analytics – no matter the size of the business. This e-book profiles six organizations that are using self-service data visualization and exploration to make big improvements in the way they work.
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Технический документ
Gaining a Provider-Centric ViewLearn about the benefits of a provider-centric view that integrates and analyzes all of the information on provider-patient interaction.
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Технический документ
Behavioral Health in the Health Care IT EcosystemBehavioral health providers face financial, cultural and policy challenges when trying to adopt healthcare IT. Learn what’s being done to change that and improve whole-person care through behavioral health data.
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Article
Как использовать ИИ для выявления ракаНедавно мне предоставили удивительную возможность поработать над проектом в области биомедицинской аналитики изображений в сотрудничестве с крупным университетским медицинским центром. Целью проекта была разработка системы компьютерного зрения, которая будет выявлять опухоли при компьютерной томографии печени.
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E-Book
Making Sense of AIThis e-book explores the current boundaries of AI, as well as the many ways that modern AI applications can improve our understanding of the world and enable us to make better, faster decisions.
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Технический документ
Advanced Health Care Analytics: A Practical ModelThis paper delves into the challenges and opportunities facing health systems, as well as priorities for achieving real data-driven improvements. It also proposes transitioning to a new model based on advanced analytics, Hadoop and in-memory processing.
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Article
Доработка модели глубокого обучения для обнаружения объектовЭто четвертый пост в моей серии публикаций о проекте компьютерного зрения, над которым я работала, чтобы идентифицировать опухоли печени при КТ-сканировании.
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Article
Analytics. Fighting cancer for more than 40 years. Thanks partly to analytics, cancer survival rates are higher, treatments are more personalized and cancer research continues to expand.
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E-Book
Emerging topics in health careLearn how analytics is improving health care programs around the world, from saving lives in the NICU to sharing data for cancer research and freeing surgeons to spend more time with patients.
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Технический документ
Fighting Insurance Application Fraud Learn about the advantages of using analytics-driven methods for authenticating applicants to reveal customer gaming, agent gaming and potential future claims fraud.
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Article
Большие данные в сфере здравоохраненияУзнайте, как три организации применяют большие данные для повышения качества медицинских услуг и многого другого.
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Article
Построение передней части пайплайна компьютерного зренияЭто третий пост, описывающий проект компьютерного зрения, над которым я работала в SAS для выявления опухолей печени при КТ-сканировании. Сегодня я расскажу об обработке данных для данных изображений.
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Технический документ
Operationalizing Analytics: What Is State-of-the-Art in Health Care and Life Sciences? The potential for analytics to transform health care – to make it more personalized, intelligent, cost-efficient and effective – is immense. The question is, how will you move your organization forward to exploit the power of analytics?
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Article
Может ли обмен данными излечить рак?Совместная работа аналитиков помогает найти ответы, скрытые в данных клинических исследований.
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Технический документ
Risk Adjustment in Health Care Government ProgramsWith advanced analytics and machine learning, health care organizations can be more timely and confident in their risk adjustment programs, more effectively managing the cost of care and building a stable annual financial portfolio.
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Технический документ
Text Analytics for ExecutivesThis paper looks at how organizations in banking, health care and life sciences, manufacturing and government are using SAS text analytics to drive better customer experiences, reduce fraud and improve society.
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Аналитический отчет
IDC Perspective: Highlights from the 2018 European SAS Conference for Industry AnalystsThis IDC Perspective summarizes key takeaways from the annual European SAS Conference for
Industry Analysts.
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Технический документ
Reimbursement RedesignLearn about episodes of care, including why organizations are cautious about moving too quickly, the foundational role of analytics in planning and operationalizing this bundled payment model, and how the right tools can alleviate concerns and accelerate adoption across the country.
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E-Book
Fight Fraud and Financial Crimes With Analytics and Artificial IntelligenceFraudsters are only becoming smarter. How is your organization keeping pace and staying ahead of fraud schemes and regulatory mandates to monitor for them? In this e-book, learn the basics in how to prevent fraud, achieve compliance and preserve security.
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Технический документ
The State of Analytics Maturity for Healthcare ProvidersThe International Institute for Analytics and HIMSS Analytics collaborated to create the DELTA Powered Analytics Assessment (DPAA), a quantitative tool to measure how effectively healthcare provider organizations use analytics, intelligence applications and data to inform decision-making. This healthcare provider benchmark report shares the key takeaways from the first cohort of organizations that were measured using DPAA.
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Технический документ
Field Experience in Embedded Analytics, Field Experience in Embedded Analytics,Health Care Payment Integrity through Advanced Analytics International Institute for Analytics research brief
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Технический документ
How To Use Analytics to Create Health Care Value: An Executive Primer US health care reform has digitized health care. Analytics holds promise in creating value from the growing stores of health care data but what are the critical executive considerations for applying analytics strategically? This paper presents how to tap into the great potential to use analytics to fish for insight from your growing data lakes.
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Аналитический отчет
Top Strategic IoT Trends and Technologies Through 2023In this report, Gartner examines 10 longer-term IoT technologies and trends that will be important in the 2018 through 2023 time frame.
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Технический документ
Dr Data: How the use of data and analytics is helping health care professionals head off illnessThe health care and medical landscape has long used data to support patient care. Globally, there is a relationship between the amount of data that health care providers use and the quality of care offered to patients.
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Article
Analytics can help prevent substance use disorder and over-prescribingStates and MFCUs now have the analytics tools they need to change the trajectory of the opioid crisis by analyzing data and predicting trouble spots – whether in patients, prescribers, distributors or manufacturers. The OIG Toolkit with free SAS® programming code makes that possible.
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Article
Роль больших данных в достижении тройной цели системы здравоохраненияАналитика как способ повышения качества медицинского обслуживания, улучшения результатов лечения и снижения расходов
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Customer Story
UMC Utrecht uses data analytics to proactively treat or even prevent infections in premature babies
