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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.

169,051 papers · 148 categories

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1 result for “Cytogenetics”

Application of Deep Learning on Predicting Prognosis of Acute Myeloid Leukemia with Cytogenetics, Age, and Mutationscs.LG

Deep Learning predicts prognosis of AML cases using cytogenetics, age, and mutations.

problem Predicting prognosis of acute myeloid leukemia (AML) cases.

method Hierarchical Deep Learning model using autoencoders, trained on TCGA database.

result Achieved 83% accuracy in predicting prognosis of AML cases.

Deep Learning AML Prognosis Cytogenetics Mutations

2018-10-30abs ↗pdf ↗