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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.

168,982 papers · 148 categories

Trend · papers per month

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4 results for “sex-specific”
An improved sex specific and age dependent classification model for Parkinson's diagnosis using handwriting measurementcs.LG

Improved sex and age-specific model for Parkinson's diagnosis.

problem Accurate diagnosis of Parkinson's disease for better patient care.
method Sex-specific and age-dependent handwriting classification model.
result Significantly improved accuracy (83.75% for females, 79.55% for older age group) compared to generalized model.
Parkinson's diseasehandwriting analysissex-specificage-dependentclassification model
2019-04-21abs ↗pdf ↗
Multipopulation mortality modelling and forecasting: The multivariate functional principal component with time weightings approachesstat.ME

Two new models forecast multiple subpopulations' mortality, outperforming existing methods.

problem Modeling mortality patterns and trajectories in related populations.
method Adapted multivariate functional principal component analysis techniques.
result The second proposed model outperforms existing methods in forecast accuracy.
mortality modelingfunctional principal component analysissubpopulation analysisforecast accuracytime weightings
2021-02-18abs ↗pdf ↗
Predicting cardiovascular risk from national administrative databases using a combined survival analysis and deep learning approachcs.LG

Deep learning improves CVD risk prediction from health records.

problem Predicting cardiovascular disease risk from administrative health data.
method Combined survival analysis and deep learning models.
result Deep learning models outperform traditional Cox models in accuracy and explained time-to-event occurrence.
cardiovascular diseasedeep learningsurvival analysishealth administrative datarisk prediction
2020-11-28abs ↗pdf ↗