Research
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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.

168,786 papers · 148 categories

Trend · papers per month

count% of corpus
0.3%0.5%0.8%0.1% · Sep 201919922001200920172026
4 results for “infertility”
Genetic Neural Architecture Search for automatic assessment of human sperm imagescs.LG

GeNAS uses genetic algorithms to automatically assess human sperm morphology.

problem Manual sperm morphology analysis is inexact, subjective, and hard to teach.
method Genetic Neural Architecture Search (GeNAS) for automatic SMA.
result GeNAS achieved state-of-the-art results in sperm morphology detection.
sperm morphologyinfertilityneural architecture searchgenetic algorithmconvolutional neural networks
2019-09-20abs ↗pdf ↗
Machine Learning-Based Analysis of Sperm Videos and Participant Data for Male Fertility Predictioncs.LG

Machine learning predicts sperm motility from videos and participant data.

problem Manual evaluation of semen samples is time-consuming and unreliable.
method Used machine learning techniques including simple linear regression and convolutional neural networks.
result Sperm motility prediction using deep learning is rapid and consistent.
machine learningsperm motilityinfertilityneural networksclinical data
2019-10-29abs ↗pdf ↗