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Deep Learning Framework for Osteoporosis Screening on Low-dose X-rays: Addressing Image Quality Variability and Cross-ethnic Database Heterogeneity

NIAID Data Ecosystem2026-05-10 收录

骨质疏松筛查

低剂量X射线分析

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Metadata for research article

应用场景：

创建时间：

2025-10-21

骨质疏松筛查

临床流行病学

Values are expressed as median (IQR) or number (%).

Figshare2015-12-02 更新60

Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening

骨质疏松筛查

射频分析

There is an unmet need for quick, physically small, and cost-effective office-based techniques that can measure bone properties without the use of ionizing radiation. The present study reports applica

DataCite Commons2021-03-28 更新50

The raw clinical data used for constructing the OPDoctorNet model

骨质疏松筛查

临床AI诊断

Osteoporosis poses a significant global public health challenge, and timely detection and treatment are crucial for preventing fragility fractures in the elderly. However, opportunistic screening rema

DataCite Commons2025-01-24 更新40

Osteoporosis screening and major osteoporotic fracture prediction by cranial computed tomography-derived Hounsfield units: a multi-center study on opportunistic osteoporosis screening

骨质疏松筛查

骨折风险预测

The incidence of osteoporosis and osteoporotic fragility fractures is increasing due to demographic changes. Therefore, early diagnosis is desirable in order to preserve bone health and prevent low-tr

DataCite Commons2026-01-21 更新60

Dataset for "Concept of a Radiofrequency Device for Osteopenia/Osteoporosis Screening"

骨质疏松筛查

射频设备

This repository contains all raw data for the manuscript “Concept of a Radiofrequency Device for Osteopenia/Osteoporosis Screening”. The data description is given in the document "dataset_desc

DataCite Commons2022-10-25 更新40

Deep Learning Framework for Osteoporosis Screening on Low-dose X-rays: Addressing Image Quality Variability and Cross-ethnic Database Heterogeneity

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