Towards deep observation: A systematic survey on artificial intelligence
techniques to monitor fetus via Ultrasound Images

Towards deep observation: A systematic survey on artificial intelligence techniques to monitor fetus via Ultrasound Images

17 January 2022

Khaled A. Althelaya

Alaa A. Abdalrazaq

Mowafa J Househ

Papers citing "Towards deep observation: A systematic survey on artificial intelligence techniques to monitor fetus via Ultrasound Images"

15 / 15 papers shown

Title
Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound Xin Yang Haoran Dou Ruobing Huang Wufeng Xue Yuhao Huang ... H. Luo Huizhi Guo Tianfu Wang Yi Xiong Dong Ni 27 21 0 26 Mar 2021
Deep reinforcement learning in medical imaging: A literature review S. Kevin Zhou Hoang Ngan Le Khoa Luu Hien V Nguyen N. Ayache LM&MA OffRL MedIm 39 147 0 05 Mar 2021
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 36 12 0 16 Aug 2020
Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound Yuhao Huang Xin Yang Rui Li Jikuan Qian Xiaoqiong Huang ... Yuanji Zhang H. Luo Alejandro Frangi Yi Xiong Dong Ni 34 17 0 30 Jul 2020
Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound Volumes Xin Yang Xu Wang Yi Wang Haoran Dou Shengli Li H. Wen Yi Lin Pheng-Ann Heng Dong Ni 24 19 0 28 Apr 2020
Image Segmentation Using Hybrid Representations Alakh Desai Ruchi Chauhan J. Sivaswamy SSeg 19 4 0 15 Apr 2020
Region Proposal Network with Graph Prior and IoU-Balance Loss for Landmark Detection in 3D Ultrasound Chaoyu Chen Xin Yang Ruobing Huang Wenlong Shi Shengfeng Liu ... Yuanji Zhang H. Luo Yankai Huang Yi Xiong Dong Ni 21 11 0 01 Apr 2020
Discovering Salient Anatomical Landmarks by Predicting Human Gaze Richard Droste P. Chatelain L. Drukker H. Sharma A. Papageorghiou J. A. Noble 21 7 0 22 Jan 2020
Localization of Fetal Head in Ultrasound Images by Multiscale View and Deep Neural Networks Zahra Sobhaninia Ali Emami N. Karimi S. Samavi 36 30 0 03 Nov 2019
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 64 673 0 16 Oct 2019
Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning Zahra Sobhaninia Shima Rafiei Ali Emami N. Karimi Kayvan Najarian S. Samavi S. M. Reza Soroushmehr 28 101 0 31 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 32 33 0 07 Aug 2019
Weakly Supervised Localisation for Fetal Ultrasound Images N. Toussaint Bishesh Khanal Matthew Sinclair A. Gómez E. Skelton Jacqueline Matthew Julia A. Schnabel 26 16 0 02 Aug 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 44 57 0 24 Apr 2018
SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound Christian F. Baumgartner Konstantinos Kamnitsas Jacqueline Matthew Tara P. Fletcher Sandra Smith Lisa M. Koch Bernhard Kainz Daniel Rueckert 62 313 0 16 Dec 2016