On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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2 results for “cardiotoxicity”

Identifying Cancer Patients at Risk for Heart Failure Using Machine Learning Methodsq-bio.QM

Study uses machine learning to predict heart failure in cancer patients.

problem Early detection of cancer patients at risk for cardiotoxicity.

method Examined four machine learning algorithms on 143,199 cancer patients.

result Gradient boosting model achieved best AUC score of 0.9077.

machine learning cancer patients heart failure cardiotoxicity predictive analytics

2019-10-01abs ↗pdf ↗

Bayesian Semiparametric Model for Sequential Treatment Decisions with Informative Timingstat.ME

Bayesian model estimates ACT impact on pediatric AML survival.

problem Estimating ACT impact on survival in AML patients with treatment timing issues.

method Generative Bayesian semi-parametric model with Gamma Process priors.

result Posterior inference for ACT efficacy under dynamic rules.

Bayesian modeling Gamma Process Pediatric AML Dynamic treatment rules Survival analysis

2022-11-29abs ↗pdf ↗