SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound

16 December 2016

Christian F. Baumgartner

Konstantinos Kamnitsas

Papers citing "SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound"

31 / 81 papers shown

Title
Autonomous Navigation of an Ultrasound Probe Towards Standard Scan Planes with Deep Reinforcement Learning Keyu Li Jian Wang Yangxin Xu Hao Qin Dongsheng Liu Li Liu Max Meng 22 52 0 01 Mar 2021
Automatic Detection of Cardiac Chambers Using an Attention-based YOLOv4 Framework from Four-chamber View of Fetal Echocardiography Sibo Qiao Shanchen Pang G. Luo S. Pan Xun Wang Min Wang Xue Zhai Taotao Chen 23 8 0 26 Nov 2020
Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's Decision Kwanseok Oh Jee Seok Yoon Heung-Il Suk 23 4 0 20 Nov 2020
Learning normal appearance for fetal anomaly screening: Application to the unsupervised detection of Hypoplastic Left Heart Syndrome E. Chotzoglou Thomas Day Jeremy Tan Jacqueline Matthew D. Lloyd Reza Razavi J. Simpson Bernhard Kainz MedIm 97 8 0 15 Nov 2020
Chest X-ray Image Phase Features for Improved Diagnosis of COVID-19 Using Convolutional Neural Network Xiao Qi L. G. Brown D. Foran Ilker Hacihaliloglu 34 51 0 06 Nov 2020
Mutual Information-based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging Qingjie Meng Jacqueline Matthew V. Zimmer Alberto Gómez D. Lloyd Daniel Rueckert Bernhard Kainz OOD 19 36 0 30 Oct 2020
Assisted Probe Positioning for Ultrasound Guided Radiotherapy Using Image Sequence Classification A. Grimwood H. McNair Yipeng Hu E. Bonmati D. Barratt E. Harris 14 8 0 06 Oct 2020
Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis Jianbo Jiao A. Namburete A. Papageorghiou J. A. Noble MedIm 30 33 0 19 Aug 2020
Spontaneous preterm birth prediction using convolutional neural networks T. Włodarczyk Szymon Płotka Przemyslaw Rokita Nicole Sochacki-Wójcicka J. Wójcicki M. Lipa Tomasz Trzciñski 14 19 0 16 Aug 2020
Automated Detection of Congenital Heart Disease in Fetal Ultrasound Screening Jeremy Tan Anselm Au Qingjie Meng Sandy FinesilverSmith J. Simpson Daniel Rueckert Reza Razavi Thomas Day D. Lloyd Bernhard Kainz 23 12 0 16 Aug 2020
Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound Jianbo Jiao Yifan Cai M. Alsharid L. Drukker A. Papageorghiou J. A. Noble 24 39 0 14 Aug 2020
Screen Tracking for Clinical Translation of Live Ultrasound Image Analysis Methods Simona Treivase Alberto Gómez Jacqueline Matthew E. Skelton Julia A. Schnabel N. Toussaint 11 1 0 13 Jul 2020
Automatic Probe Movement Guidance for Freehand Obstetric Ultrasound Richard Droste L. Drukker A. Papageorghiou J. A. Noble 21 63 0 08 Jul 2020
Projective Latent Interventions for Understanding and Fine-tuning Classifiers A. Hinterreiter M. Streit Bernhard Kainz BDL 14 5 0 23 Jun 2020
Ultrasound Video Summarization using Deep Reinforcement Learning Tianrui Liu Qingjie Meng Athanasios Vlontzos Jeremy Tan Daniel Rueckert Bernhard Kainz OffRL 30 22 0 19 May 2020
Learning Cross-domain Generalizable Features by Representation Disentanglement Qingjie Meng Daniel Rueckert Bernhard Kainz OOD DRL 19 12 0 29 Feb 2020
Self-supervised Representation Learning for Ultrasound Video Jianbo Jiao Richard Droste L. Drukker A. Papageorghiou J. A. Noble SSL 11 50 0 28 Feb 2020
Automatic quality assessment for 2D fetal sonographic standard plane based on multi-task learning Hong Luo Han Liu Kejun Li Bo Zhang 16 1 0 11 Dec 2019
FetusMap: Fetal Pose Estimation in 3D Ultrasound Xin Yang Wenlong Shi Haoran Dou Jikuan Qian Yi Wang Wufeng Xue Shengli Li Dong Ni Pheng-Ann Heng 3DH 9 10 0 11 Oct 2019
Model-Based and Data-Driven Strategies in Medical Image Computing Daniel Rueckert Julia A. Schnabel OOD MedIm AI4CE 28 50 0 23 Sep 2019
Semi-supervised Learning of Fetal Anatomy from Ultrasound Jeremy Tan Anselm Au Qingjie Meng Bernhard Kainz 25 10 0 30 Aug 2019
Confident Head Circumference Measurement from Ultrasound with Real-time Feedback for Sonographers Samuel Budd Matthew Sinclair Bishesh Khanal Jacqueline Matthew D. Lloyd A. Gómez N. Toussaint E. C. Robinson Bernhard Kainz 23 33 0 07 Aug 2019
Deep learning in ultrasound imaging Ruud J. G. van Sloun Regev Cohen Yonina C. Eldar 33 227 0 05 Jul 2019
Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention Richard Droste Yifan Cai H. Sharma P. Chatelain L. Drukker A. Papageorghiou J. A. Noble MedIm 19 32 0 07 Mar 2019
Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification Marc Combalia João Paulo Papa 25 81 0 30 Dec 2018
Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging Qingjie Meng Matthew Sinclair V. Zimmer Benjamin Hou Martin Rajchl ... J. Housden Jacqueline Matthew Daniel Rueckert Julia A. Schnabel Bernhard Kainz 23 1 0 20 Nov 2018
Weakly Supervised Localisation for Fetal Ultrasound Images N. Toussaint Bishesh Khanal Matthew Sinclair A. Gómez E. Skelton Jacqueline Matthew Julia A. Schnabel 8 16 0 02 Aug 2018
Standard Plane Detection in 3D Fetal Ultrasound Using an Iterative Transformation Network Yuanwei Li Bishesh Khanal Benjamin Hou A. Alansary Juan J. Cerrolaza ... Jacqueline Matthew C. Gupta C. Knight Bernhard Kainz Daniel Rueckert 13 58 0 19 Jun 2018
Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound Using Fully Convolutional Neural Networks Matthew Sinclair Christian F. Baumgartner Jacqueline Matthew Wenjia Bai Juan Cerrolaza Martinez ... C. Knight Bernhard Kainz Joseph V. Hajnal A. King Daniel Rueckert 23 57 0 24 Apr 2018
Attention-Gated Networks for Improving Ultrasound Scan Plane Detection Jo Schlemper Ozan Oktay Liang Chen Jacqueline Matthew C. Knight Bernhard Kainz Ben Glocker Daniel Rueckert 27 92 0 15 Apr 2018
Visual Feature Attribution using Wasserstein GANs Christian F. Baumgartner Lisa M. Koch K. Tezcan Jia Xi Ang E. Konukoglu GAN MedIm 52 145 0 24 Nov 2017