Feature selection predicts immune state changes in RA mouse model.
arXiv research
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MSB framework improves survival prediction in immunotherapy patients with missing data.
Scientists develop a model to identify treatment responders from non-responders.
New method estimates treatment effects over time for survival data, improving accuracy and smoothness.
Personalized cancer vaccines are envisioned as the next generation rational cancer immunotherapy. The key step in developing personalized therapeutic cancer vaccines is to identify tumor-specific neoantigens that are on the surface of tumor cells. A promising method for this is through de novo peptide sequencing from m…
KM-GPT automates IPD reconstruction from KM plots with high accuracy and scalability.
Develops a method to estimate average hazard under non-proportional hazards without relying on proportional hazards assumption.
ROOFS helps researchers select robust biomarker features from complex data.