Deep learning-based age estimation from chest CT scans
Purpose Medical imaging can be used to estimate a patient's biological age, which may
provide complementary information to clinicians compared to chronological age. In this …
provide complementary information to clinicians compared to chronological age. In this …
Deep learning to estimate biological age from chest radiographs
Objectives The goal of this study was to assess whether a deep learning estimate of age
from a chest radiograph image (CXR-Age) can predict longevity beyond chronological age …
from a chest radiograph image (CXR-Age) can predict longevity beyond chronological age …
[HTML][HTML] Deep learning-based age estimation from clinical Computed Tomography image data of the thorax and abdomen in the adult population
Aging is an important risk factor for disease, leading to morphological change that can be
assessed on Computed Tomography (CT) scans. We propose a deep learning model for …
assessed on Computed Tomography (CT) scans. We propose a deep learning model for …
Age prediction using a large chest x-ray dataset
Age prediction based on appearances of different anatomies in medical images has been
clinically explored for many decades. In this paper, we used deep learning to predict a …
clinically explored for many decades. In this paper, we used deep learning to predict a …
[HTML][HTML] Deep learning-based age estimation from chest X-rays indicates cardiovascular prognosis
H Ieki, K Ito, M Saji, R Kawakami, Y Nagatomo… - Communications …, 2022 - nature.com
Background In recent years, there has been considerable research on the use of artificial
intelligence to estimate age and disease status from medical images. However, age …
intelligence to estimate age and disease status from medical images. However, age …
Estimation of age in unidentified patients via chest radiography using convolutional neural network regression
CF Sabottke, MA Breaux, BM Spieler - Emergency radiology, 2020 - Springer
Purpose Patient age has important clinical utility for refining a differential diagnosis in
radiology. Here, we evaluate the potential for convolutional neural network models to predict …
radiology. Here, we evaluate the potential for convolutional neural network models to predict …
Deep learning enables automatic adult age estimation based on CT reconstruction images of the costal cartilage
T Lu, Y Diao, X Tang, F Fan, Z Peng, M Zhan, G Liu… - European …, 2023 - Springer
Objective Adult age estimation (AAE) is a challenging task. Deep learning (DL) could be a
supportive tool. This study aimed to develop DL models for AAE based on CT images and …
supportive tool. This study aimed to develop DL models for AAE based on CT images and …
[HTML][HTML] Using deep neural networks for predicting age and sex in healthy adult chest radiographs
Background: The performance of chest radiography-based age and sex prediction has not
been well validated. We used a deep learning model to predict the age and sex of healthy …
been well validated. We used a deep learning model to predict the age and sex of healthy …
[HTML][HTML] Chest radiography as a biomarker of ageing: artificial intelligence-based, multi-institutional model development and validation in Japan
Y Mitsuyama, T Matsumoto, H Tatekawa… - The Lancet Healthy …, 2023 - thelancet.com
Background Chest radiographs are widely available and cost-effective; however, their
usefulness as a biomarker of ageing using multi-institutional data remains underexplored …
usefulness as a biomarker of ageing using multi-institutional data remains underexplored …
[HTML][HTML] Pediatric age estimation from thoracic and abdominal CT scout views using deep learning
A Demircioğlu, K Nassenstein, L Umutlu - Scientific Reports, 2023 - nature.com
Age assessment is regularly used in clinical routine by pediatric endocrinologists to
determine the physical development or maturity of children and adolescents. Our study …
determine the physical development or maturity of children and adolescents. Our study …
相关搜索
- age estimation deep learning
- chest radiography estimation of age
- chest radiographs deep learning
- unidentified patients estimation of age
- network regression estimation of age
- age estimation scout views
- age estimation thorax and abdomen
- age estimation cardiovascular prognosis
- reconstruction images deep learning
- scout views deep learning
- costal cartilage deep learning
- biological age deep learning
- biological age chest radiographs