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Developing an AI Classifier to Support Oncology Decision-Making

Developing an AI Classifier to Support Oncology Decision-Making

CapeStart helped a major multinational digital health company develop a multi-omic, AI-powered classifier to predict patient responses to checkpoint inhibitors. Checkpoint inhibitors are a class of immuno-oncology agents often used to treat solid tumors. The client needed a reliable, knowledgeable, experienced and affordable partner to analyze and label a large batch of de-identified multislice CT images.…

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Providing Expert BI-RADS Data Labeling for Medical NLP Applications

Providing Expert BI-RADS Data Labeling for Medical NLP Applications

A major healthcare provider needed an experienced, innovative partner to help the development of an AI-based natural language processing (NLP) classifier. The client’s goal was to use the classifier to automatically identify and categorize Breast Imaging Reporting and Data System (BI-RADS) scores, by extracting and understanding text from a dataset of breast radiology reports. However,…

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