CT Foundation Models
PulseAugur coverage of CT Foundation Models — every cluster mentioning CT Foundation Models across labs, papers, and developer communities, ranked by signal.
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New method distills CT foundation models for lung nodule malignancy prediction
Researchers have developed a method to distill CT foundation models into editable concept bottlenecks for predicting lung nodule malignancy. These models map CT representations to radiologist-defined attributes and pred…
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3D CT Foundation Models Show Variable Performance in New Benchmark
A new benchmark study evaluating ten frozen 3D CT foundation models reveals that no single model consistently outperforms others across all diagnostic contexts. Performance is highly dependent on the evaluation method a…
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New framework adapts CT foundation models for better radiology report alignment
Researchers have developed Anatomy Contextualized Adaptation (ACA), a novel framework designed to improve CT vision-language foundation models. ACA efficiently adapts existing frozen models for anatomy-level alignment w…