University of Florida Health
PulseAugur coverage of University of Florida Health — every cluster mentioning University of Florida Health across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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AI model GatorOnco achieves expert-level performance in colorectal cancer treatment planning
Researchers have developed GatorOnco, an agentic large language model designed for treatment planning in colorectal cancer. Trained on a massive dataset of 282 billion tokens, including extensive clinical text from UF H…
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New framework enhances tumor classification with interpretable AI signatures
Researchers have developed a new framework that combines deep learning with explainable AI techniques to discover and validate radiomic signatures for tumor classification. This approach uses deep learning for segmentat…
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New framework enhances tumor classification with interpretable deep learning signatures
Researchers have developed a new framework that combines deep learning with radiomic analysis to create interpretable imaging signatures for tumor classification. This approach first uses a segmentation model to precise…
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LLM GatorTron-3.9B outperforms BERT in predicting heart failure risk for cancer patients
Researchers from the University of Florida Health have developed a study using large language models (LLMs) to predict heart failure risk in cancer patients. The study utilized electronic health records from over 12,000…
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AI model LesionDETR characterizes kidney lesions from CT scans
Researchers have developed LesionDETR, a novel deep learning model designed to characterize kidney lesions from CT scans with greater detail. Unlike previous methods that focused on organ-level predictions, LesionDETR p…