A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis

A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis

28 January 2022

M. C. Fiorentino

Francesca Pia Villani

Emanuele Frontoni

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Papers citing "A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis"

13 / 13 papers shown

Title
Epistemic-aware Vision-Language Foundation Model for Fetal Ultrasound Interpretation Xiao He H. Vicky Zhao Guojia Wan Wei Zhou Yanxing Liu Juhua Liu Y. F. Xu Yong Luo Dacheng Tao Bo Du 84 0 0 14 Oct 2025
Multi-Contrast Fusion Module: An attention mechanism integrating multi-contrast features for fetal torso plane classification Shengjun Zhu Siyu Liu Runqing Xiong Liping Zheng Duo Ma Rongshang Chen Jiaxin Cai 52 1 0 13 Aug 2025
Biologically Inspired Deep Learning Approaches for Fetal Ultrasound Image Classification Rinat Prochii Elizaveta Dakhova Pavel Birulin Maxim Sharaev 75 0 0 10 Jun 2025
DSSAU-Net:U-Shaped Hybrid Network for Pubic Symphysis and Fetal Head Segmentation Zunhui Xia Hongxing Li Libin Lan 173 0 0 04 Jun 2025
FetalFlex: Anatomy-Guided Diffusion Model for Flexible Control on Fetal Ultrasound Image Synthesis Yaofei Duan Tao Tan Zhiyuan Zhu Yuhao Huang Yuanji Zhang ... Guangzhi He Linliang Yin Xuedong Deng Xin Yang Dong Ni MedIm 188 2 0 19 Mar 2025
U-WNO:U-Net-enhanced Wavelet Neural Operator for fetal head segmentation Pranava Seth Deepak Mishra Veena Iyer 149 0 0 25 Nov 2024
PSFHS Challenge Report: Pubic Symphysis and Fetal Head Segmentation from Intrapartum Ultrasound Images Jieyun Bai Zihao Zhou Zhanhong Ou Gregor Koehler Raphael Stock ... Mei Zhong Gaowen Chen Víctor M. Campello Yaosheng Lu Karim Lekadir 168 10 0 17 Sep 2024
Leveraging Self-Supervised Learning for Fetal Cardiac Planes Classification using Ultrasound Scan Videos Joseph Geo Benjamin Mothilal Asokan Amna Alhosani Hussain Alasmawi Werner Gerhard Diehl Leanne Bricker Karthik Nandakumar Mohammad Yaqub 131 1 0 31 Jul 2024
Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound images Hao Li Baris U. Oguz Gabriel Arenas Xing Yao Jiacheng Wang Alison Pouch Brett Byram Nadav Schwartz Ipek Oguz 101 1 0 10 Jul 2024
Multi-Task Learning Approach for Unified Biometric Estimation from Fetal Ultrasound Anomaly Scans Mohammad Areeb Qazi Mohammed Talha Alam Ibrahim Almakky Werner Gerhard Diehl Leanne Bricker Mohammad Yaqub 145 3 0 16 Nov 2023
A Federated Learning Framework for Stenosis Detection M. D. Cosmo Giovanna Migliorelli Matteo Francioni Andi Muçaj A. Maolo Alessandro Aprile Emanuele Frontoni M. C. Fiorentino S. Moccia FedML 129 3 0 30 Oct 2023
Towards Realistic Ultrasound Fetal Brain Imaging Synthesis Michelle Iskandar Harvey Mannering Zhanxiang Sun Jacqueline Matthew H. Kerdegari L. Pereira Miguel P. Xochicale MedIm 197 8 0 08 Apr 2023
Empirical Study of Quality Image Assessment for Synthesis of Fetal Head Ultrasound Imaging with DCGANs Thea Bautista Jacqueline Matthew H. Kerdegari L. Pereira Miguel P. Xochicale 143 2 0 01 Jun 2022