Integration of local and global features for anatomical object detection in ultrasound.

Integration of local and global features for anatomical object detection in ultrasound.

The use of classifier-based object detection has found to be a promising approach in medical anatomy detection. In ultrasound images, the detection task is very challenging due to speckle, shadows and low contrast characteristic features. Typical detection algorithms that use purely intensity-based...

書誌詳細
主要な著者:	Rahmatullah, B, Papageorghiou, A, Noble, J
フォーマット:	Conference item
出版事項:	2012

類似資料

Image Analysis Using Machine Learning: Anatomical landmarks detection in fetal ultrasound images
著者:: Rahmatullah, B, 等
出版事項: (2012)

QUALITY CONTROL OF FETAL ULTRASOUND IMAGES: DETECTION OF ABDOMEN ANATOMICAL LANDMARKS USING ADABOOST
著者:: Rahmatullah, B, 等
出版事項: (2011)

Automated Selection of Standardized Planes from Ultrasound Volume
著者:: Rahmatullah, B, 等
出版事項: (2011)

AUTOMATIC DETECTION OF LOCAL FETAL BRAIN STRUCTURES IN ULTRASOUND IMAGES
著者:: Yaqub, M, 等
出版事項: (2012)

A Novel Local-Phase Method of Automatic Atlas Construction in Fetal Ultrasound
著者:: Fathima, S, 等
出版事項: (2011)

ScanNav (R) audit: an AI-powered screening assistant for fetal anatomical ultrasound
著者:: Yaqub, M, 等
出版事項: (2021)

Object localisation in fetal ultrasound images using invariant features
著者:: Bridge, C, 等
出版事項: (2015)

Combining transformer global and local feature extraction for object detection
著者:: Tianping Li, 等
出版事項: (2024-04-01)

REGULARISED FEATURE-BASED FUZZY CONNECTEDNESS SEGMENTATION OF ULTRASOUND IMAGES FOR FETAL SOFT TISSUE QUANTIFICATION ACROSS GESTATION
著者:: Rueda, S, 等
出版事項: (2012)

Label efficient localization of fetal brain biometry planes in ultrasound through metric learning
著者:: Gao, Y, 等
出版事項: (2020)

A framework for analysis of linear ultrasound videos to detect fetal presentation and heartbeat
著者:: Maraci, M, 等
出版事項: (2017)

Precise object detection using adversarially augmented local/global feature fusion
著者:: Han, Xiaobing, 等
出版事項: (2020)

Discovering salient anatomical landmarks by predicting human gaze
著者:: Richard Droste, 等
出版事項: (2020)

Introduction to artificial intelligence in ultrasound imaging in obstetrics and gynecology
著者:: Drukker, L, 等
出版事項: (2021)

Introduction to artificial intelligence in ultrasound imaging in obstetrics and gynecology
著者:: Drukker, L, 等
出版事項: (2020)

Predicting fetal neurodevelopmental age from ultrasound images
著者:: Namburete, A, 等
出版事項: (2014)

A Hybrid CNN-Transformer Network for Object Detection in Optical Remote Sensing Images: Integrating Local and Global Feature Fusion
著者:: Youxiang Huang, 等
出版事項: (2025-01-01)

The effect of maternal body mass index on fetal ultrasound image quality
著者:: Yaqub, M, 等
出版事項: (2021)

Self-supervised ultrasound to MRI fetal brain image synthesis
著者:: Jiao, J, 等
出版事項: (2020)

Safety indices of ultrasound: Adherence to recommendations and awareness during routine obstetric ultrasound scanning
著者:: Drukker, L, 等
出版事項: (2020)

Self-supervised representation learning for ultrasound video
著者:: Jaio, J, 等
出版事項: (2020)

A Convolution with Transformer Attention Module Integrating Local and Global Features for Object Detection in Remote Sensing Based on YOLOv8n
著者:: Kaiqi Lang, 等
出版事項: (2024-03-01)

Mining local and global spatiotemporal features for tactile object recognition
著者:: Xiaoliang Qian, 等
出版事項: (2024-05-01)

Automatic probe movement guidance for freehand obstetric ultrasound
著者:: Droste, R, 等
出版事項: (2020)

Anatomy-aware self-supervised fetal MRI synthesis from unpaired ultrasound images
著者:: Jiao, J, 等
出版事項: (2019)

Detection and visualization of encoded local features as anatomical predictors in cross-sectional images of Lauraceae
著者:: Sung-Wook Hwang, 等
出版事項: (2020-03-01)

Salient object detection by fusing local and global contexts
著者:: Ren, Qinghua, 等
出版事項: (2022)

Importance of ultrasound for central venous cannulation in detecting anatomical aberration in the neck
著者:: Sunil T Pandya, 等
出版事項: (2022-01-01)

Segmentation of ultrasound images - multiresolution 2D and 3D algorithm based on global and local statistics
著者:: Boukerroui, D, 等
出版事項: (2003)

Cross-task representation learning for anatomical landmark detection
著者:: Fu, Z, 等
出版事項: (2020)

Captioning ultrasound images automatically
著者:: Alsharid, M, 等
出版事項: (2019)

Towards standard plane prediction of fetal head ultrasound with domain adaption
著者:: Men, Q, 等
出版事項: (2023)

Multi-task CNN for structural semantic segmentation in 3D fetal brain ultrasound
著者:: Venturini, L, 等
出版事項: (2020)

Detection of fetal congenital heart defects on three-vessel view ultrasound videos
著者:: Netzahualcoyotl Hernandez-Cruz, 等
出版事項: (2024-12-01)

Reliability of an Integrated Ultrasound and Stereophotogrammetric System for Lower Limb Anatomical Characterisation
著者:: Frederick Greatrex, 等
出版事項: (2017-01-01)

Self-knowledge distillation for first trimester ultrasound saliency prediction
著者:: Gridach, M, 等
出版事項: (2022)

Automatic bone segmentation in ultrasound images using local phase features and dynamic programming
著者:: Jia, R, 等
出版事項: (2016)

Anatomy-aware contrastive representation learning for fetal ultrasound
著者:: Fu, Z, 等
出版事項: (2023)

Calibrated Bayesian neural networks to estimate gestational age and its uncertainty on fetal brain ultrasound images
著者:: Lee, LH, 等
出版事項: (2020)

Machine learning-based analysis of operator pupillary response to assess cognitive workload in clinical ultrasound imaging
著者:: Sharma, H, 等
出版事項: (2021)