1492-Oncoformer: Multimodal for Clinical Predictions
The paper introduce Oncoformer, a cutting-edge multimodal transformer designed to enhance oncology through integrated data analysis. This artificial intelligence framework processes a variety of longitudinal clinical inputs, including vital signs, lab tests, and chest X-rays, to analyze several different malignancies. By mapping this diverse information into a unified latent space, the system can assist in current diagnoses and the estimation of future risks. Furthermore, the model demonstrates high performance in determining tumor stages and predicting how patients might respond to specific…
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