Research
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

Trend · papers per month

count% of corpus
0111 · Aug 201919922001200920172026
3 results for “transvaginal ultrasonography”
Ovarian Cancer Prediction from Ovarian Cysts Based on TVUS Using Machine Learning Algorithmscs.LG

This study predicts ovarian cancer from cysts using TVUS and machine learning.

problem Early detection of ovarian cancer from cysts using TVUS screening.
method Employed Random Forest, KNN, and XGBoost machine learning techniques on PLCO dataset.
result Achieved high accuracy, recall, f1 score, and precision in predicting ovarian cancer.
ovarian cancerovarian cyststransvaginal ultrasonographymachine learningrandom forest
2021-08-30abs ↗pdf ↗
Multimodal Feature Fusion and Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classificationeess.IV

End-to-end CAD system for thyroid nodule classification using multimodal data and expert guidance.

problem Improving accuracy in thyroid nodule classification for clinicians.
method Knowledge-driven DenseNet framework using multimodal ultrasound data and expert cues.
result The proposed system achieves relevant performances in thyroid nodule classification.
thyroid nodule classificationCAD systemmultimodal dataexpert guidanceknowledge-driven learning
2020-05-28abs ↗pdf ↗
Estimation of preterm birth markers with U-Net segmentation networkeess.IV

Preterm birth is the most common cause of neonatal death. Current diagnostic methods that assess the risk of preterm birth involve the collection of maternal characteristics and transvaginal ultrasound imaging conducted in the first and second trimester of pregnancy. Analysis of the ultrasound data is based on visual i…

2019-08-24abs ↗pdf ↗