AI-Driven (Machine) Learning Healthcare

Cognome’s AI-driven healthcare solution uses machine learning and predictive analytics to enhance clinical decision-making, optimize hospital operations, and improve patient outcomes. Our solutions leverage vast datasets to provide real-time insights that help healthcare providers make accurate, timely decisions, improving both efficiency and care quality.

Cognome’s AI models analyze patient data in real-time, offering predictive insights that guide healthcare providers in diagnosing conditions, managing treatments, and making better decisions for patient care. By integrating AI into clinical workflows, our solutions ensure that providers have access to the most relevant data and recommendations to deliver optimal care.

Cognome’s Patient Outcome Models predict the likelihood of specific health events, such as patient recovery or readmissions, based on historical and real-time data. These models provide healthcare providers with valuable insights that inform personalized treatment plans, reduce readmission rates, and optimize patient recovery processes, ultimately improving patient outcomes.

Automatic chart abstraction refers to the process of extracting key information from patient charts, such as diagnoses, treatments, and procedures, typically for reporting, reimbursement, and quality assessment purposes. Traditionally, this process has been done manually by healthcare professionals, requiring significant time and labor to examine and interpret large volumes of patient records.
Cognome addresses this challenge with Autochart, a cutting-edge solution that leverages a fine-tuned Large Language Model (LLM) to automatically extract and link key concepts from complex clinical notes. It is scalable, cost-effective solution, designed to integrate seamlessly into existing healthcare systems, including EHR platforms. By automating chart abstraction, Cognome improves operational efficiency, reduces labor costs and accelerates quality reporting, allowing healthcare systems to focus more on patient care rather than administrative tasks.

ExplainerAI™ is Cognome’s analytics platform designed to ensure the ethical, transparent, and explainable use of AI in healthcare. It allows healthcare organizations to understand how AI-driven decisions are made, providing model interpretability, fairness, and compliance with industry regulations. This platform helps build trust in AI models by offering clear and actionable insights into their decision-making processes.

At Cognome, we are committed to maintaining ethical standards in AI development. Our AI models are designed with transparency, fairness, and accountability in mind. We ensure that our solutions comply with data privacy regulations, such as HIPAA, and provide tools to audit and explain AI decisions, promoting trust and minimizing bias in healthcare applications.

Yes! Cognome’s AI solutions are highly customizable and designed to integrate seamlessly into existing healthcare systems, such as electronic health records (EHR), Epic, and clinical workflows. Our team works closely with healthcare providers to ensure a smooth integration process, making it easy to enhance operations and decision-making without disrupting your existing infrastructure.

By collaborating with Cognome, healthcare providers gain access to cutting-edge AI and machine learning models that optimize both clinical and operational outcomes. Through Cognome Collaboratives, healthcare organizations can share insights, improve AI models, and continuously innovate to address common healthcare challenges. This collaborative approach helps providers stay at the forefront of AI-driven healthcare innovation.

Cognome’s Learning Health System platform is an innovative system that continuously learns and improves by analyzing real-time healthcare data. Deployed across 20+ hospitals, this platform helps healthcare providers optimize patient care and streamline operations, using insights from real-world data to drive evidence-based decisions and improve outcomes.

Cognome stands out in the healthcare AI space due to our deep commitment to innovation, transparency, and ethical practices. We offer highly customizable solutions, backed by years of research and real-world success. Our collaborative approach and focus on improving both clinical and operational outcomes make us a trusted partner for healthcare providers seeking to integrate AI into their practices.

Getting started with Cognome’s AI solutions is simple. Use the form below to contact us and schedule a consultation to discuss your specific needs. Our team will work with you to determine the best AI models and integration strategy for your healthcare organization, ensuring that you can begin realizing the benefits of AI-driven healthcare improvements.