Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters
Using Multi-Task Deep Learning

Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning

Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019

31 August 2019

Zahra Sobhaninia

Kayvan Najarian

S. M. Reza Soroushmehr

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Papers citing "Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning"

16 / 16 papers shown

Title
Towards Better Ultrasound Video Segmentation Foundation Model: An Empirical study on SAM2 Finetuning from Data Perspective Xing Yao Ahana Gangopadhyay Hsi-Ming Chang Ravi Soni 0 0 0 07 Nov 2025
Towards Objective Obstetric Ultrasound Assessment: Contrastive Representation Learning for Fetal Movement Detection Talha Ilyas Duong Nhu Allison Thomas Arie Levin Lim Wei Yap ... Maya Reddy Euan Wallace Wenlong Cheng Zongyuan Ge Faezeh Marzbanrad 36 0 0 23 Oct 2025
U-WNO:U-Net-enhanced Wavelet Neural Operator for fetal head segmentation Pranava Seth Deepak Mishra Veena Iyer 130 0 0 25 Nov 2024
FFPN: Fourier Feature Pyramid Network for Ultrasound Image Segmentation Chaoyu Chen Xin Yang Rusi Chen Junxuan Yu Liwei Du Jian Wang Xindi Hu Yan Cao Yingying Liu Dong Ni 114 2 0 26 Aug 2023
FPUS23: An Ultrasound Fetus Phantom Dataset with Deep Neural Network Evaluations for Fetus Orientations, Fetal Planes, and Anatomical FeaturesIEEE Access (IEEE Access), 2023 B. Prabakaran Paul Hamelmann Erik Ostrowski Mohamed Bennai 128 16 0 14 Mar 2023
FUSQA: Fetal Ultrasound Segmentation Quality AssessmentInternational Conference on Medical Imaging with Deep Learning (MIDL), 2023 Sevim Cengiz Ibrahim Almakk Mohammad Yaqub 95 2 0 08 Mar 2023
RLAS-BIABC: A Reinforcement Learning-Based Answer Selection Using the BERT Model Boosted by an Improved ABC AlgorithmComputational Intelligence and Neuroscience (CIN), 2022 Hamid Gharagozlou J. Mohammadzadeh A. Bastanfard S. S. Ghidary 81 38 0 07 Jan 2023
Surpassing the Human Accuracy: Detecting Gallbladder Cancer from USG Images with Curriculum LearningComputer Vision and Pattern Recognition (CVPR), 2022 Soumen Basu Mayank Gupta Pratyaksha Rana Pankaj Gupta Chetan Arora 111 41 0 25 Apr 2022
A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis M. C. Fiorentino Francesca Pia Villani M. D. Cosmo Emanuele Frontoni S. Moccia 117 130 0 28 Jan 2022
Towards deep observation: A systematic survey on artificial intelligence techniques to monitor fetus via Ultrasound ImagesiScience (iScience), 2022 M. Alzubaidi Marco Agus Khalid Alyafei Khaled A. Althelaya Uzair Shah Alaa A. Abdalrazaq Mohammed Anbar Zafar Iqbal Mowafa J Househ 94 23 0 17 Jan 2022
Brain Tumor Classification by Cascaded Multiscale Multitask Learning Framework Based on Feature Aggregation Zahra Sobhaninia N. Karimi P. Khadivi S. Samavi 131 3 0 28 Dec 2021
A Dual Adversarial Calibration Framework for Automatic Fetal Brain Biometry Yuan Gao Lok Hin Lee Richard Droste R. Craik Sridevi Beriwal A. Papageorghiou A. Noble 68 4 0 28 Aug 2021
AutoFB: Automating Fetal Biometry Estimation from Standard Ultrasound Planes Sophia Bano B. Dromey Francisco Vasconcelos Raffaele Napolitano A. David Donald Peebles Danail Stoyanov 170 29 0 12 Jul 2021
Brain Tumor Classification Using Medial Residual Encoder Layers Zahra Sobhaninia N. Karimi P. Khadivi Roshank Roshandel S. Samavi MedIm 67 0 0 01 Nov 2020
Brain Tumor Segmentation by Cascaded Deep Neural Networks Using Multiple Image Scales Zahra Sobhaninia Safiyeh Rezaei N. Karimi Ali Emami S. Samavi 69 33 0 05 Feb 2020
Localization of Fetal Head in Ultrasound Images by Multiscale View and Deep Neural NetworksInternational Computer Society of Iran Computer Conference (CSIC), 2019 Zahra Sobhaninia Ali Emami N. Karimi S. Samavi 73 33 0 03 Nov 2019