Use case type

Oncology discovery

Oncology discovery groups 4 documented AI deployments in the AI Use Case Hub. Adoption so far spans Healthcare and Pharma. Browse the company examples below to see how teams put it into production.

Use cases

4

Examples

4

Industries

2

Timeline

4 mo

Company examples

Use cases of this type

4 shown from 4 use cases

MicrosoftMar 5, 2025

AI-Enabled Collaboration for First-in-Class Oncology Targets

Ideaya Biosciences partnered with ATTMOS to engineer a physics-based computational discovery platform targeting undruggable oncology molecules, leveraging AI/ML and high-performance computing methods.

Ideaya BiosciencesUnknownPharma
MicrosoftOct 17, 2024

Ontada Streamlines Oncology Data Processing for Better Patient Insights

Ontada, a McKesson business specializing in oncology technology and real-world data, partnered with Microsoft to process over 150 million unstructured oncology document components using Azure AI and Azure OpenAI Service.The collaboration addresses the significant challenge that 80% of vital healthcare data remains unstructured and often goes unanalyzed, hindering patient care improvements.Ontada's data science team deployed Large Language Models (LLMs) via Azure OpenAI Service's Batch API, targeting nearly 100 critical data elements across 39 cancer types.The solution leverages Microsoft's cloud resources to extract clinical data from multiple sources, enhancing data quality, accuracy, and the ability to visualize entire patient journeys.The ON.Genuity platform integrates proprietary EHR data (iKnowMed) and scalable AI, producing robust datasets for informing research, clinical decision-making, and improving oncology outcomes.This initiative enables healthcare providers to access more comprehensive and actionable insights, supporting personalized treatment plans and advancing oncology care quality.With improved real-world data generation, Ontada helps accelerate oncology innovation and research for life sciences partners.

OntadaHealthcare
MicrosoftNov 17, 2022

Improving oncology with AI-driven Text Analytics

Grupo OncoClinicas in Brazil utilizes Microsoft's Text Analytics for Health, an Azure Cognitive Service, to extract useful clinical information from unstructured clinical texts such as doctor’s notes and medical reports. By deploying its multilingual AI capabilities, the organization has been able to standardize medical records not written in English, supporting comprehensive treatment and tailoring patient care specifically for oncology.

Grupo OncoClinicasHealthcare
MicrosoftSep 8, 2017

Clalit Enhances Cancer Diagnostics with Azure-Powered Digital Pathology

Clalit Health Services, Israel's largest healthcare provider, adopted Sectra's digital pathology solution, powered by Microsoft's Azure cloud storage. This implementation focuses on improving cancer diagnostics through a fully digital workflow, allowing real-time collaboration among pathologists without reliance on traditional microscopes. Integration across nine facilities facilitates precise diagnostics for over 4.9 million members, while enhancing operational efficiency and network capabilities.

Clalit Health ServicesHealthcare
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