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CapeStart's Life Science AI Research Report

CapeStart’s Life Science AI Research Report

CapeStart's Life Sciences AI Research Report investigates how professionals in the life sciences sector view and utilize artificial intelligence technologies in their work. The study explores current AI implementations and capabilities, while examining organizational goals and targeted impact areas for AI integration. The report analyzes key challenges and obstacles teams face in AI adoption, along…

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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…

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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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