USAEUROPEViVE
ABOUTSPONSORSHIPFOUNDATION
Logo Hlth
Logo Hlth
20 - 23 Oct 2024 | Las Vegas

Roche: Innovative Digital Healthcare Solutions leveraging Medical Algorithms and Generative AI

Keep exploring for FREE!

Create a free account or log in to unlock content, event past recordings and more!

Speakers:

Vishakha Sharma Sr. Principal Data ScientistRoche Information Solutions
Vishakha Sharma
Sr. Principal Data ScientistRoche Information Solutions

About this Session:

Presenter: Dr. Vishakha Sharma, Sr. Principal Data Scientist Session description: By integrating advanced computational methods with AI's ability to create and interpret complex data, these solutions enhance patient care, streamline diagnostics, and personalize treatment plans. Generative AI facilitates natural language processing, enabling more effective patient communication and decision support. The synergy between medical algorithms and AI not only improves clinical outcomes but also accelerates the development of healthcare technologies, paving the way for more efficient, accurate, and patient-centered care in a rapidly evolving digital landscape. In the first part of her talk, Dr. Sharma will cover how medical algorithms combine different sources of data to enrich patient results and clinical outcomes. Today, there are significant challenges in the integration of algorithms into clinical practices. This is due to either low standardization, integration in the current workflow and/or IT system, the quality of the algorithm and inclusion within the guidelines. In the second part of her talk, Dr. Sharma will explore how generative AI and large language models (LLMs) can help streamline clinical workflows and improve the efficiency of care teams. In complex fields like oncology, physicians can spend hours synthesizing fragmented and unstructured clinical data to form a comprehensive view of the patient to inform care decisions. Automating this process with GenAI can help ease this burden, allowing clinicians to focus more on patient care instead of administrative tasks. At the same time, it ensures care decisions are made based on a consistent and complete clinical picture of the patient, enabling more informed and confident decision-making.