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Технический документ
Real World Evidence in Life Sciences: What Happens After Clinical Trials?
A discussion summary based on an interview IIA did with Jamie Powers of SAS
- 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
Gaining a Provider-Centric View
Learn about the benefits of a provider-centric view that integrates and analyzes all of the information on provider-patient interaction.
- Технический документ Deploying an Analytics Foundation for Clinical ResearchDiscover how life sciences companies can use advanced analytics to harness clinical trial data – and produce insights that lower trial costs and accelerate the revenue potential of new products.
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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?
- Технический документ Building Data-Driven Supply-Chain Resilience for 2020 - and BeyondThis paper explores the many ways implementing next-generation best practices and technologies can improve supply chain performance today and tomorrow.
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Технический документ
Achieving Program Integrity for Health Care Cost Containment Operations
Lear 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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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.
- 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
Making Real-World Evidence Real
Learn about the technology foundation for creating real world evidence to show the value of medical treatments in large target populations and real world conditions.
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Технический документ
Advanced Health Care Analytics: A Practical Model
This 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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E-Book
Data: Managing It to Make the Most of It
This 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.
- 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.
- 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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Технический документ
Risk Adjustment in Health Care Government Programs
With 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
Reimbursement Redesign
Learn 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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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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E-Book
Doing good with government data
From 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
Improving Outcomes with Data
What’s the current state of health care? What are leaders from across the industry talking about when they get together? This paper from the International Institute for Analytics answers those questions by discussing the key themes that emerged from selected sessions at the 13th annual SAS Health Analytics Executive Forum.
- 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.
- 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.
- Article Как будет изменена система здравоохранения после принятия закона "О защите прав человека" (COVID-19)?Many market forces are supporting the transformation to virtual digital health programs -- the COVID-19 pandemic is just the latest compelling event.
- Customer Story Advancing mental health care with predictive analyticsCanada’s Centre for Addiction and Mental Health uses SAS Analytics to improve care and streamline hospital operations.
- 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.
- 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.
- 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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Технический документ
How Advanced Analytics Can Prevent Medicaid Fraud
Medicaid fraud is prevalent, costly and difficult to prevent. With a combination of more integrated data and advanced analytics, state agencies can turn the tables on fraudsters. They can accelerate the transition from detection to prevention, as new forms of fraud are recognized faster and fewer improper payments go out the door.
- 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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Технический документ
Text Analytics for Executives
This 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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Технический документ
Using Modern Analytics to Save Government Programs Millions
Next-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.
- E-Book Government and education: Leading through changeIn this e-book, SAS has collected the 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. These stories are relevant across all sectors because they each share innovative new ways to respond to a changing landscape.
- 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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Технический документ
Behavioral Health in the Health Care IT Ecosystem
Behavioral 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.
- Customer Story SciensanoПовторное использование высококачественных исследовательских данных по всему миру
- 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.
- 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.
- Article Может ли обмен данными излечить рак?Совместная работа аналитиков помогает найти ответы, скрытые в данных клинических исследований.
- 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.
- Customer Story Автоматизированные лаборатории повышают время безотказной работы с помощью аналитикиПредиктивное и техническое обслуживание позволяют своевременно проводить лабораторные испытания Siemens Healthineers.
- E-Book What’s the new normal in health care?Even before the COVID-19 crisis, health care was changing. But the urgency of the pandemic accelerated change in health care delivery, resource optimization, data-driven thinking and decision making, and much more.
- Технический документ Empowering Life Sciences with Secure, Accessible InformationTo adapt to regulatory and market pressures, life sciences companies must redefine the way they manage their essential data assets. The companies that thrive in the future will be the ones that can gather scientific, clinical and business information from many different sources; pool the relevant information in a central place; and provide controlled, real-time access to those who need to examine, analyze and report on the information. The desired state parallels the hub-and-spoke model in the airline industry, with the centralized information repository representing the hub and the 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.
- 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
Making Sense of AI
This 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.
- 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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Технический документ
Artificial Intelligence for Executives
This 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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- 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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Технический документ
Behavioral Health in the Health Care IT Ecosystem
Behavioral 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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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.
- 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.
- 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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Технический документ
An Exploration of Current and Future Considerations Impacting Awareness and Use of Open Clinical Trial Data
Explore the challenges and opportunities sponsoring organizations and researchers face when sharing and utilizing clinical trial data for secondary analysis.
- 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.
- 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.
- 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.
- 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.
- 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
How Any Size Organization Can Supersize Results With Data Visualization
Everyone 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.
- Article Большие данные в сфере здравоохраненияУзнайте, как три организации применяют большие данные для повышения качества медицинских услуг и многого другого.
- 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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Технический документ
The Road to Value-Based Health Care
This 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.
- 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.
- 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.
- Customer Story SAS помогает Biocad выходить на высокорегулируемые международные рынкиSAS предоставляет Biocad систему для анализа клинических данных и формирования отчетности с высокой степенью детализации.
- Технический документ End-to-End Management of Clinical Trials Data
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Технический документ
Dr Data: How the use of data and analytics is helping health care professionals head off illness
The 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.