Resources
Explore resources related to health care data analytics.
Peer-reviewed scientific research
Scientific Publications Featuring SAS
Explore recent publications – highlighting innovative research using SAS software – on a variety of health care and life sciences topics.
E-book
Integrating data. Enhancing decisions. Improving lives.
How cloud-based analytics is transforming health care.
Analytics Exchange: Podcasts From SAS
The Health Pulse
Explore fresh perspectives on digital transformation in health care and life sciences in The Health Pulse podcast series, available on your favorite listening platform.
Explore more health care data analytics e-books, white papers, webinars and more.
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E-Book
The future of public health: Building more resilient infrastructure for better health outcomesModernizing management and analysis of public health data can help drive better decisions and health outcomes at every level and enable unparalleled efficiencies and strategies in a new era of public health.
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Технический документ
The connected patient in decentralized clinical trialsHarnessing the power of real-time technologies and data.
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Технический документ
The road to health equityHow data and analytics contribute to improving outcomes for all.
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Технический документ
An Inflection Point for OpioidsData and analytics are crucial as governments confront the evolving drug crisis.
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Article
Public health infrastructure desperately needs modernizationPublic health agencies must flex to longitudinal health crises and acute emergencies – from natural disasters like hurricanes to events like a pandemic. To be prepared, public health infrastructure must be modernized to support connectivity, real-time data exchanges, analytics and visualization.
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Аналитический отчет
SAS is a Leader in The Forrester Wave™: Enterprise Fraud Management, Q3 2021Due to faster changing patterns in payment and nonpayment fraud, risk modeling has transitioned from an annual or semiannual campaign to a continuous activity that financial institutions cannot ignore.
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Аналитический отчет
Matrix: Payment Integrity In HealthcareAccording to this 2021 report on healthcare payment integrity from Aite, SAS' stability as a vendor, its brand recognition and its desirable product features outpace those of its peers.
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Article
Finding COVID-19 answers with data and analyticsLearn how data plays a role in optimizing hospital resources, understanding disease spread, supply chain forecasting and scientific discoveries.
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Article
Ситуационная осведомленность определяет нашу реакциюМногие обстоятельства требуют ситуационной осведомленности, то есть осознания того, что происходит вокруг. Пандемия COVID-19 усилила эту потребность, поскольку лидеры во всех отраслях использовали аналитику и визуализацию, чтобы получать ситуационную осведомленность в реальном времени и быстро реагировать на важные решения.
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Customer Story
Как обеспечить безопасность пациентов с психическими расстройствами во время пандемии?SAS delivers dashboard to monitor COVID-19 in the Copenhagen Regional Psychiatric Centers.
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Article
Спасти жизнь в период пандемии, оптимизируя медицинские ресурсыCleveland Clinic внедряет аналитику для борьбы с COVID-19, создавая инновационные модели, которые помогают прогнозировать количество пациентов, коек, доступность медицинского оборудования и многое другое.
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Article
Will health care be fundamentally changed post-COVID-19?Many market forces are supporting the transformation to virtual digital health programs -- the COVID-19 pandemic is just the latest compelling event.
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Article
Почему аналитическая совместимость важна в здравоохранении?Поскольку облачные технологии теперь более доступны для индустрии здравоохранения, никогда еще не было лучшего времени для взаимодействия во всех аспектах медицинской помощи.
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Article
Визуализация данных для отслеживания распространения коронавирусаSAS считает, что в такое нестабильное время очень важно иметь надежные источники информации о вирусе. Поэтому SAS создал отчет, который отображает состояние, местоположение, распространение и анализ тенденций развития коронавируса.
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Customer Story
Повышение качества психиатрической помощи с помощью предиктивной аналитикиКанадский центр наркологии и психического здоровья использует (CAMH) SAS® Analytics, чтоб улучшить качество обслуживания и оптимизировать работу больницы.
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Customer Story
Уменьшение внутрибольничных инфекций с помощью искусственного интеллекта Больницы в регионе Южной Дании стремятся повысить безопасность пациентов, используя аналитические решения и искусственный интеллект SAS.
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Customer Story
Cancer treatment enters a new era with artificial intelligenceAmsterdam UMC uses the SAS Platform and AI solutions to increase speed and accuracy of tumor evaluations.
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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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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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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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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
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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Customer Story
SciensanoПовторное использование высококачественных исследовательских данных по всему миру
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Customer Story
Достижения в области здравоохранения, основанные на анализе ДНКВ генетическом исследовании на уровне сообществ для улучшения здоровья населения штата Невада используются машинное обучение SAS и искусственный интеллект.
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Customer Story
Автоматизированные лаборатории увеличивают работоспособность с помощью аналитикиПредиктивное и техническое обслуживание позволяют своевременно проводить лабораторные испытания Siemens Healthineers.
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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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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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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
Understanding Data Streams in IoTThis paper explains how streaming analytics helps you acquire, understand and use real-time, streaming data to make fact-based, automated decisions – and instantaneously react to new information.
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Article
Аналитика как инструмент для борьбы с зависимостью от рецептурных сильнодействующих препаратов и незаконно приобретенных наркотических веществШтаты и подразделения Medicaid, осуществляющие мошеннический контроль, теперь имеют аналитические инструменты, необходимые для изменения траектории кризиса опиоидов путем анализа данных и прогнозирования проблемных точек - будь то у пациентов, врачей, дистрибьюторов или производителей. Инструментарий от УГИ с бесплатным программным кодом SAS® делает это возможным.
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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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Технический документ
Using Modern Analytics to Save Government Programs MillionsNext-generation analytic tools from SAS cut across data and program silos and empower investigators to go on the offensive with fraud operators – without disrupting the efficient and timely delivery of benefits, services or tax refunds.
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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 EcosystemThe imperative to advance infrastructure and analytics to move toward whole-person care
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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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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
Achieving program integrity for health care cost containmentLearn 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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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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Article
Detecting health care claims fraudHealth care claims fraud could represent as much as 10 percent of total claims cost. Learn how to fight back with 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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Article
Analytics for prescription drug monitoring: How to better identify opioid abusePrescription drug monitoring programs (PDMPs) are a great start in combating abuse of prescription drugs, but they could be doing much more. Better data and analytics can inform better treatment protocols, provider education and policy decisions – and save lives.
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E-Book
Innovation driven by strategyFrom curing diseases to studying the sun, innovative uses of analytics are changing the world. Download this e-book to see where tomorrow’s technologies are happening today. You’ll find out how analytics technologies are being used for cybersecurity, machine learning, the Internet of Things and more. If you’re looking for inspiration, see where this e-book takes you.
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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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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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Article
Большие данные в сфере здравоохраненияУзнайте, как три организации применяют большие данные для повышения качества медицинских услуг и многого другого.
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Технический документ
An Analytic PrescriptionAt the May 2014 SAS Health Analytics Executive Conference, industry leaders from Dignity Health, Highmark Health, Eli Lilly Company, and SAS shared what they have done to prove the value of analytics to their business leaders and develop an analytic culture in their organizations.
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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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Технический документ
Empowering Life Sciences With Secure, Accessible InformationTo adapt to regulatory and market pressures, life sciences companies must redefine the way they manage essential data assets. The desired state parallels the hub-and-spoke model, with the centralized information repository being the hub and various users and uses of that information being the spokes. This white paper describes five keys to achieving this model, and the benefits it delivers.
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Оперативная сводка
Analytics for Medical Resource OptimizationThis summary paper of a 2020 global HIMSS survey, in partnership with SAS, asked health care organizations to rate their current use of analytics, as well as their future implementation plans.
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E-Book
Powering Health Innovation with AIThere is no doubt: AI has the potential to transform health care. The most recent SAS Hackathon showcased how the transformative power of analytics can spark health care innovation. The Hackathon was entirely conducted on a Microsoft Azure cloud infrastructure to facilitate the agile analysis and visualization of big data.
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Технический документ
Modernizing Healthcare Analytics on the Cloud: Experiences from the Front LinesDramatic changes in the health care industry over the past decade have ratcheted up the demand for big data analytics while simultaneously highlighting the information risks associated with data protection and the benefits of utilizing advanced analytics to improve health outcomes, equity and quality. Many organizations are turning to cloud computing to modernize their analytics life cycle, yet sometimes they face unexpected roadblocks along the way.
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Технический документ
How Public Sector Agencies Can Use Analytics to Lead Through CrisisWhen public service leaders need to make vital decisions quickly – to guide people through a crisis and save lives – data analytics is essential.
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Технический документ
Fighting the Rising Tide of Medicaid FraudMedicaid fraud has jumped dramatically in the era of COVID, as increasing complexity of delivery and payment models, along with increased funding, has created openings for fraudsters, including organized crime.
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Технический документ
Industry Overview
The Speed of Digital Disruption: Sustaining Transformation in Health Care and Life SciencesAn expert study investigating the challenges, successes and hopeful future state of the health care and life sciences industry.
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E-Book
What's Next for Life Sciences?The unique challenges of the coronavirus pandemic forced life sciences companies to respond to change more rapidly than ever before. Only the companies that are nimble, innovative and able to act quickly – while maintaining regulatory and scientific standards – will succeed in addressing the immediate needs of the crisis and beyond.
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E-Book
Government and education: Leading through changeExplore the collected wisdom and stories of government and education leaders who are rising to the challenges of our times and applying analytics to drive evidence-based decision making.
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E-Book
Protecting the PaymentsAs unemployment insurance claims increased dramatically because of pandemic job losses, incidents of fraud have also grown exponentially in federal and state government systems.
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E-Book
Integrating data. Enhancing decisions. Improving lives. Find out how cloud-based analytics is transforming health care.
