Healthcare hero

Setor de Saúde

Healthcare is an industry in transition. Increasing pressure to deliver better care with lower costs is driving healthcare providers to invest in intelligent solutions that will inform their clinical, operational, and financial decisions. An AI-driven enterprise allows healthcare organizations to transform billions of data points into insights and predictions that improves quality of care and ultimately saves lives.

See how AI is transforming the healthcare industry.

IA na área da saúde

Our mission is to help healthcare organizations, payers, and their partners use AI technology to help improve outcomes, streamline operations, identify financial risks, and retain their most valuable health consumers (patients, members, employees). DataRobot can work with you to turn your ever-increasing volumes of data into cutting edge insights and predictions that will drive cost saving clinical, operational, and financial decisions across your enterprise.

Pagadoras

  • Be a leader in CAHPS, HEDIS, and Medicare Star quality ratings with superior healthcare analytics
  • Determine which members are at risk of leaving your health plan
  • Melhore os preços e capture as melhores oportunidades de negócios
  • Sinalizar possíveis reivindicações fraudulentas
  • Crie modelos financeiros, atuariais e de subscrição precisos para custos de atendimento, IBNR, MLR, previsão de grandes sinistros e modelos de preços premium
  • Use análises para entender o tempo de internação do hospital membro e o risco de readmissão

Prestadoras

  • Crie modelos mais precisos de risco de readmissão de pacientes
  • Otimize o gerenciamento do ciclo de receita e a previsão de receita
  • Accurately forecast staffing needs with predictive analytics in healthcare
  • Gerencie ativamente a saúde da população de pacientes e estratifique com precisão o risco da população de pacientes
  • Use análises para entender a duração da estadia do paciente e os pacientes em risco de condições adquiridas no hospital
  • Be a leader in value-based healthcare

Vendors

  • Leverage predictive analytics to optimize your patient marketing campaigns, messaging, and call center operations
  • Increase renewals and reduce customer turnover while actively managing the efficiency of your sales force
  • Preveja vendas de produtos com mais precisão
  • Crie mensagens mais eficazes de paciente / cliente
  • Optimize your patient/customer messaging
  • Integrate AI-driven insights into clinical solutions, patient engagement applications, and healthcare operating systems
  • Seja líder em planejamento de cadeia de suprimentos e demanda com análises excepcionais
  • Pagadoras
    • Be a leader in CAHPS, HEDIS, and Medicare Star quality ratings with superior healthcare analytics
    • Determine which members are at risk of leaving your health plan
    • Melhore os preços e capture as melhores oportunidades de negócios
    • Sinalizar possíveis reivindicações fraudulentas
    • Crie modelos financeiros, atuariais e de subscrição precisos para custos de atendimento, IBNR, MLR, previsão de grandes sinistros e modelos de preços premium
    • Use análises para entender o tempo de internação do hospital membro e o risco de readmissão
  • Prestadoras
    • Crie modelos mais precisos de risco de readmissão de pacientes
    • Otimize o gerenciamento do ciclo de receita e a previsão de receita
    • Accurately forecast staffing needs with predictive analytics in healthcare
    • Gerencie ativamente a saúde da população de pacientes e estratifique com precisão o risco da população de pacientes
    • Use análises para entender a duração da estadia do paciente e os pacientes em risco de condições adquiridas no hospital
    • Be a leader in value-based healthcare
  • Vendors
    • Leverage predictive analytics to optimize your patient marketing campaigns, messaging, and call center operations
    • Increase renewals and reduce customer turnover while actively managing the efficiency of your sales force
    • Preveja vendas de produtos com mais precisão
    • Crie mensagens mais eficazes de paciente / cliente
    • Optimize your patient/customer messaging
    • Integrate AI-driven insights into clinical solutions, patient engagement applications, and healthcare operating systems
    • Seja líder em planejamento de cadeia de suprimentos e demanda com análises excepcionais
Healthcare use cases

Casos de uso de alto valor na área da saúde

There are a multitude of clinical, operational, and financial risk use cases for healthcare organizations, payers, and providers. The potential to dramatically reduce the cost of care while improving the quality of care is game-changing and achievable through an enterprise end-to-end AI strategy.
Check out all Healthcare use cases

  • Reduzir readmissões

    Patient readmission results in significant costs for payers, hospitals, and patients. Using DataRobot’s enterprise AI platform to predict and prevent hospital readmissions leads to more efficient use of scarce hospital resources while improving the overall quality of care that patients receive.

  • Previsões precisas sobre a utilização de UTI e ED

    High costs and periodic scarcity of critical care resources are two key reasons why ICU operations must be improved. Using an enterprise AI platform to create models that more accurately predict which patients need and do not need intensive care and to anticipate optimum staffing levels represents an enormous cost saving opportunity for hospitals.

  • Determinar quais pacientes ou membros têm menor probabilidade de aderir aos regimes de medicamentos prescritos

    Patients or members with chronic diseases who do not consistently take their medications lead to more than $100 billion in preventable costs annually. Using DataRobot to create models that identify the patients or members who are less likely to adhere to prescribed drug regimens and predict their behavioral drivers helps create the right intervention plan to increase medication adherence.

  • Identificar atividade de pagamento fraudulenta

    Healthcare fraud can be costly, but it is also too expensive and inefficient to investigate every suspicious claim. Using DataRobot’s enterprise AI platform, organizations build accurate predictive models to identify and prioritize the most likely fraudulent activity, allowing for more effective deployment of resources to investigate, and optimization of customer satisfaction.

  • Membros da bandeira ou pacientes em risco de rotatividade

    Payers and providers lose money when members decline renewal with their health plan or when patients do not return to their facilities. Payers and providers can use DataRobot to incorporate patient retention risks into their organization’s workflow, leading to reductions in non-renewals and patients not returning for further treatments.

  • Alertar os prestadores de cuidados a pacientes em risco de doenças adquiridas em hospitais

    Os pacientes são mais suscetíveis a infecções da corrente sanguínea durante as internações. Esse é um resultado oneroso que muitas vezes leva a readmissões hospitalares. O DataRobot pode prever quais pacientes têm maior probabilidade de contrair sepse ou CLABSI e alertar automaticamente os médicos para executar diagnósticos e testes adicionais.

  • Prever a duração da estadia do paciente

    One of the primary predictors of cost is length of stay. Longer stays not only place patients at higher risk of hospital-acquired conditions, but they also constrain hospital bed availability and physician time. DataRobot can help providers and payers predict the length of an inpatient stay, which creates greater scheduling flexibility, reduces costs, enables targeted interventions for at-risk patients, and helps organizations transform to value-based care.

  • Prever No-Shows

    No-show patients are costly for providers and payers. can also be costly for patients because skipping medical appointments can lead to untreated medical conditions and adverse health outcomes. DataRobot can help predict which patients are most likely to be no-shows, equipping decision-makers with the information they need to rearrange schedules, craft interventions, and proactively engage patients. DataRobot can also aid in determining the probability of non-adherence and whether patients will respond to outreach efforts.

O DataRobot pode ajudar:

  • Diretores de informática médica
    Let DataRobot suggest the best model for each situation, saving your team time and effort trying and comparing every model. Use the enterprise AI platform to build many models at the same time it took to build one, increasing precision with more model granularity.
  • Diretores de análise
    With DataRobot’s enterprise AI platform, you acquire the productivity of a large data science team from a small one. Let DataRobot find the best models for you and use DataRobot’s simple deployment options to get them to market faster.
  • Chefes de Negócios e Departamento
    Tap into the expertise within the data that your healthcare organization already has. Enable business analysts and data analysts without formal data science training to build and use sophisticated models.
  • Diretores Digitais
    Coloque os modelos em produção mais rapidamente usando as opções de implantação de modelo de baixo risco do DataRobot, incluindo geração de código, implantação no Spark e capacidade de implantação baseada em API.
  • Chief Information Officers
    The bottleneck in many healthcare organizations is no longer a lack of data, but rather plenty of data and not enough analytics staff to turn the data into insight. Democratize data science with DataRobot and watch the performance of your healthcare organization take off as the data analysis reveals opportunities for improvement.
 

Na gravação deste webinar, Nathan da Rede Symphony Post Acute fala como a DataRobot está transformando a ciência de dados para desafios como readmissões em hospitais e quedas de pacientes. Descubra porque Nathan diz, “A plataforma DataRobot torna meu trabalho estimulante, meu emprego mais motivador, e os resultados são mais precisos e no tempo certo -- é quase mágica!”

Nathan Patrick Taylor

CIO, Symphony Post Agute Network

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