Attention-Gated Networks for Improving Ultrasound Scan Plane Detection

Jo Schlemper, Ozan Oktay, Liang Chen, Jacqueline Matthew, Caroline L. Knight, Bernhard Kainz, Ben Glocker, Daniel Rueckert

Type: Preprint

Publication Date: 2018-01-01

Citations: 76

DOI: https://doi.org/10.48550/arxiv.1804.05338

View Publication

Locations

arXiv (Cornell University) - View
DataCite API - View

Similar Works

Action	Title	Year	Authors
+	Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images	2018	Jo Schlemper Ozan Oktay Michiel Schaap Mattias P. Heinrich‬ Bernhard Kainz Ben Glocker Daniel Rueckert
+	Attention gated networks: Learning to leverage salient regions in medical images	2019	Jo Schlemper Ozan Oktay Michiel Schaap Mattias P. Heinrich‬ Bernhard Kainz Ben Glocker Daniel Rueckert
+	Weakly Supervised Localisation for Fetal Ultrasound Images	2018	Nicolas Toussaint Bishesh Khanal Matthew Sinclair Alberto Gómez Emily Skelton Jacqueline Matthew Julia A. Schnabel
+	Weakly Supervised Localisation for Fetal Ultrasound Images	2018	Nicolas Toussaint Bishesh Khanal Matthew Sinclair Alberto Gómez Emily Skelton Jacqueline Matthew Julia A. Schnabel
+ PDF Chat	Efficient Feature Extraction Using Light-Weight CNN Attention-Based Deep Learning Architectures for Ultrasound Fetal Plane Classification	2024	Arrun Sivasubramanian Divya Sasidharan V. Sowmya Vinayakumar Ravi
+	SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound	2016	Christian F. Baumgartner Konstantinos Kamnitsas Jacqueline Matthew Tara P. Fletcher Sandra Susan Smith Lisa M. Koch Bernhard Kainz Daniel Rueckert
+	SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound	2016	Christian F. Baumgartner Konstantinos Kamnitsas Jacqueline Matthew Tara P. Fletcher Sandra Smith Lisa M. Koch Bernhard Kainz Daniel Rueckert
+ PDF Chat	Deployment of Deep Learning Model in Real World Clinical Setting: A Case Study in Obstetric Ultrasound	2024	Chun Kit Wong Mary Kim Ngo Manxi Lin Zahra Bashir Amihai Heen Morten Bo Søndergaard Svendsen Martin G. Tolsgaard Anders Nymark Christensen Aasa Feragen
+	SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound	2017	Christian F. Baumgartner Konstantinos Kamnitsas Jacqueline Matthew Tara P. Fletcher Sandra Smith Lisa M. Koch Bernhard Kainz Daniel Rueckert
+	FetalNet: Multi-task Deep Learning Framework for Fetal Ultrasound Biometric Measurements	2021	Szymon Płotka Tomasz Włodarczyk Adam Klasa Michał Lipa Arkadiusz Sitek T. P. Trzcinski
+	Real-Time Detection and Localisation of Fetal Standard Scan Planes in 2D Freehand Ultrasound.	2016	Christian F. Baumgartner Konstantinos Kamnitsas Jacqueline Matthew Tara P. Fletcher Sandra Smith Lisa M. Koch Bernhard Kainz Daniel Rueckert
+	Temporal HeartNet: Towards Human-Level Automatic Analysis of Fetal Cardiac Screening Video	2017	Weilin Huang Christopher P. Bridge J. Alison Noble Andrew Zisserman
+	A Deep Learning Approach for Masking Fetal Gender in Ultrasound Images	2021	Amit Borundiya Arshak Navruzyan Dennis Igoschev Feras C. Oughali Hemanth Pasupuleti Mike Fuller Vinay Kanigicherla Tanuja Kashyap Rishabh Chaurasia Sonali Vinod Jain
+	BAAF: A Benchmark Attention Adaptive Framework for Medical Ultrasound Image Segmentation Tasks	2023	Gongping Chen Lei Zhao Xiaotao Yin Liang Cui Jianxun Zhang Yu Dai
+ PDF Chat	Pubic Symphysis-Fetal Head Segmentation Network Using BiFormer Attention Mechanism and Multipath Dilated Convolution	2024	Pengzhou Cai Lu Jiang Yanxin Li Xiaojuan Liu Libin Lan
+ PDF Chat	A review on deep-learning algorithms for fetal ultrasound-image analysis	2022	Maria Chiara Fiorentino Francesca Pia Villani Mariachiara Di Cosmo Emanuele Frontoni Sara Moccia
+	Evaluate Fine-tuning Strategies for Fetal Head Ultrasound Image Segmentation with U-Net	2023	Fangyijie Wang G.C.M. Silvestre Kathleen M. Curran
+	Automatic quality assessment for 2D fetal sonographic standard plane based on multitask learning	2021	Bo Zhang Han Liu Hong Luo Ke‐Jun Li
+	Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound Volumes	2020	Xin Yang Xu Wang Yi Wang Haoran Dou Shengli Li Huaxuan Wen Yi Lin Pheng‐Ann Heng Dong Ni
+	UPI-Net: Semantic Contour Detection in Placental Ultrasound	2019	Huan Qi Sally Collins J. Alison Noble

Works That Cite This (26)

Action	Title	Year	Authors
+	E(2) Equivariant Self-Attention for Radio Astronomy	2021	Micah Bowles Matthew Bromley Max P. Allen Anna M. M. Scaife
+	ACEnet: Anatomical context-encoding network for neuroanatomy segmentation	2021	Yuemeng Li Hongming Li Yong Fan
+ PDF Chat	WAL-Net: Weakly supervised auxiliary task learning network for carotid plaques classification	2024	Haitao Gan Lingchao Fu Ran Zhou Weiyan Gan Furong Wang Xiaoyan Wu Yang Zhi Zhongwei Huang
+ PDF Chat	WearMask: Fast in-browser face mask detection with serverless edge computing for COVID-19	2023	Zekun Wang Pengwei Wang Peter C. Louis Lee Wheless Yuankai Huo
+ PDF Chat	Lung cancer detection using co-learning from chest CT images and clinical demographics	2019	Jiachen Wang Riqiang Gao Yuankai Huo Shunxing Bao Yunxi Xiong Sanja Antic Travis Osterman Pierre P. Massion Bennett A. Landman
+ PDF Chat	Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention	2019	Richard Droste Yifan Cai Harshita Sharma Pierre Chatelain Lior Drukker Aris T. Papageorghiou J. Alison Noble
+ PDF Chat	Searching collaborative agents for multi-plane localization in 3D ultrasound	2021	Xin Yang Yuhao Huang Ruobing Huang Haoran Dou Rui Li Jikuan Qian Xiaoqiong Huang Wenlong Shi Chaoyu Chen Yuanji Zhang
+	Tissue characterization based on the analysis on i3DUS data for diagnosis support in neurosurgery	2020	Moucheng Xu
+ PDF Chat	Coronary calcium detection using 3D attention identical dual deep network based on weakly supervised learning	2019	Yuankai Huo James G. Terry Jiachen Wang Vishwesh Nath Camilo Bermudez Shunxing Bao Prasanna Parvathaneni J. Jeffrey Carr Bennett A. Landman
+ PDF Chat	Self-Supervised Attention Learning for Depth and Ego-motion Estimation	2020	Assem Sadek Boris Chidlovskii

Works Cited by This (0)

Action	Title	Year	Authors