Selective Search and Sequential Detection for Standard Plane Localization in Ultrasound

A Threshold Selection Method from Gray-Level Histograms

Otsu, N. (1979) · IEEE Transactions on Systems Man and Cybernetics · doi:10.1109/tsmc.1979.4310076 · Cited by 43,748 · see citing works

Robust Real-Time Face Detection

Viola, P., & Jones, M. J. (2004) · International Journal of Computer Vision · doi:10.1023/b:visi.0000013087.49260.fb · Cited by 14,097 · see citing works

Medical image analysis: progress over two decades and the challenges ahead

Duncan, J. S., & Ayache, N. (2000) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/34.824822 · Cited by 4,167 · see citing works

Speckle reducing anisotropic diffusion

Yu, Y., & Acton, S. T. (2002) · IEEE Transactions on Image Processing · doi:10.1109/tip.2002.804276 · Cited by 1,854 · see citing works

Shadow Removal and Contrast Enhancement in Optical Coherence Tomography Images of the Human Optic Nerve Head

Girard, M. J. A., Strouthidis, N. G., Ethier, C. R., & Mari, J. M. (2011) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.10-6925 · Cited by 279 · see citing works

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2012

Ayache, N., Delingette, H., Golland, P., & Mori, K. (2012) · Lecture notes in computer science · doi:10.1007/978-3-642-33415-3 · Cited by 249 · see citing works

Registration of freehand 3D ultrasound and magnetic resonance liver images

Penney, G., Blackall, J. M., Hamady, M., Sabharwal, T., Adam, A., & Hawkes, D. J. (2003) · Medical Image Analysis · doi:10.1016/j.media.2003.07.003 · Cited by 219 · see citing works

The importance of quality management in fetal measurement

Dudley, N. J., & Chapman, E. (2002) · Ultrasound in Obstetrics & Gynecology · doi:10.1046/j.0960-7692.2001.00549.x · Cited by 94 · see citing works

Integration of Local and Global Features for Anatomical Object Detection in Ultrasound

Rahmatullah, B., Papageorghiou, A. T., & Noble, J. A. (2012) · Lecture notes in computer science · doi:10.1007/978-3-642-33454-2_50 · Cited by 55 · see citing works

Intelligent scanning: Automated standard plane selection and biometric measurement of early gestational sac in routine ultrasound examination

Zhang, L., Chen, S., Chin, C. T., Wang, T., & Li, S. (2012) · Medical Physics · doi:10.1118/1.4736415 · Cited by 53 · see citing works

Quality control of fetal ultrasound images: Detection of abdomen anatomical landmarks using AdaBoost

Rahmatullah, B., Sarris, I., Papageorghiou, A. T., & Noble, J. A. (2011) · IEEE International Symposium on Biomedical Imaging (ISBI) · doi:10.1109/isbi.2011.5872342 · Cited by 37 · see citing works

Semantic-based indexing of fetal anatomies from 3-D ultrasound data using global/semi-local context and sequential sampling

Carneiro, G., Amat, F., Georgescu, B., Good, S., & Comaniciu, D. (2008) · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · doi:10.1109/cvpr.2008.4587358 · Cited by 32 · see citing works

Volume ultrasound: the next big thing?

Elliott, S. T. (2007) · British Journal of Radiology · doi:10.1259/bjr/13475432 · Cited by 31 · see citing works

AutoMPR: Automatic detection of standard planes in 3D echocardiography

Lu, X., Georgescu, B., Zheng, Y., Otsuki, J., & Comaniciu, D. (2008) · IEEE International Symposium on Biomedical Imaging (ISBI) · doi:10.1109/isbi.2008.4541237 · Cited by 26 · see citing works

Automated Selection of Standardized Planes from Ultrasound Volume

Rahmatullah, B., Papageorghiou, A. T., & Noble, J. A. (2011) · Lecture notes in computer science · doi:10.1007/978-3-642-24319-6_5 · Cited by 23 · see citing works

Learning-based scan plane identification from fetal head ultrasound images

Liu, X., Annangi, P., Gupta, M. D., Yu, B., Padfield, D. R., Banerjee, J., & Krishnan, K. B. (2012) · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · doi:10.1117/12.911516 · Cited by 11 · see citing works

Deep Learning in Medical Ultrasound Analysis: A Review

Liu, S., Wang, Y., Yang, X., Lei, B., Liu, L., Li, S. X., Ni, D., & Wang, T. (2019) · Engineering · doi:10.1016/j.eng.2018.11.020 · Cited by 798 · see citing works

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

Baumgartner, C. F., Kamnitsas, K., Matthew, J., Fletcher, T. P., Smith, S., Koch, L. M., Kainz, B., & Rueckert, D. (2017) · IEEE Transactions on Medical Imaging · doi:10.1109/tmi.2017.2712367 · Cited by 416 · see citing works

Standard Plane Localization in Fetal Ultrasound via Domain Transferred Deep Neural Networks

Chen, H., Ni, D., Qin, J., Li, S., Yang, X., Wang, T., & Heng, P. A. (2015) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2015.2425041 · Cited by 379 · see citing works

Ultrasound Standard Plane Detection Using a Composite Neural Network Framework

Chen, H., Wu, L., Dou, Q., Qin, J., Li, S., Cheng, J.-Z., Ni, D., & Heng, P.-A. (2017) · IEEE Transactions on Cybernetics · doi:10.1109/tcyb.2017.2685080 · Cited by 164 · see citing works

Deep Learning in Medical Ultrasound Image Analysis: A Review

Wang, Y., Ge, X., Ma, H., Qi, S., Zhang, G., & Yao, Y. (2021) · IEEE Access · doi:10.1109/access.2021.3071301 · Cited by 162 · see citing works

Automated localization and segmentation techniques for B-mode ultrasound images: A review

Meiburger, K. M., Acharya, U. R., & Molinari, F. (2017) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2017.11.018 · Cited by 134 · see citing works

NHBS-Net: A Feature Fusion Attention Network for Ultrasound Neonatal Hip Bone Segmentation

Liu, R., Liu, M., Sheng, B., Li, H., Li, P., Song, H., Zhang, P., Jiang, L., & Shen, D. G. (2021) · IEEE Transactions on Medical Imaging · doi:10.1109/tmi.2021.3087857 · Cited by 106 · see citing works

Segmentation and classification in MRI and US fetal imaging: Recent trends and future prospects

Torrents-Barrena, J., Piella, G., Masoller, N., Gratacós, E., Eixarch, E., Ceresa, M., & Ballester, M. Á. G. (2019) · Medical Image Analysis · doi:10.1016/j.media.2018.10.003 · Cited by 97 · see citing works

Recent Advances in Artificial Intelligence-Assisted Ultrasound Scanning

Tenajas, R., Miraut, D., Illana, C., Alonso-González, R., Arias-Valcayo, F., & Herraiz, J. L. (2023) · Applied Sciences · doi:10.3390/app13063693 · Cited by 79 · see citing works

Artificial intelligence in obstetric ultrasound: A scoping review.

Horgan, R., Nehme, L., & Abuhamad, A. (2023) · Prenatal Diagnosis · doi:10.1002/pd.6411 · Cited by 72 · see citing works

Classification of Thyroid Ultrasound Standard Plane Images using ResNet-18 Networks

Guo, M., & Du, Y. (2019) · IEEE International Conference on Anti-counterfeiting, Security, and Identification (ASID) · doi:10.1109/icasid.2019.8925267 · Cited by 69 · see citing works

Learning to map 2D ultrasound images into 3D space with minimal human annotation

Yeung, P.-H., Aliasi, M., Papageorghiou, A. T., Haak, M., Xie, W., & Namburete, A. I. L. (2021) · Medical Image Analysis · doi:10.1016/j.media.2021.101998 · Cited by 55 · see citing works

Use of artificial intelligence in obstetrics: Not quite ready for prime time

Sarno, L., Neola, D., Carbone, L., Saccone, G., Carlea, A., Miceli, M., Iorio, G. G., Mappa, I., Rizzo, G., Girolamo, R. D., et al. (2023) · American Journal of Obstetrics & Gynecology MFM · doi:10.1016/j.ajogmf.2022.100792 · Cited by 47 · see citing works

Automatic Recognition of Fetal Facial Standard Plane in Ultrasound Image via Fisher Vector

Lei, B., Tan, E.-L., Chen, S., Zhuo, L., Li, S., Ni, D., & Wang, T. (2015) · PLOS ONE · doi:10.1371/journal.pone.0121838 · Cited by 43 · see citing works

Searching collaborative agents for multi-plane localization in 3D ultrasound

Yang, X., Huang, Y., Huang, R., Dou, H., Li, R., Qian, J., Huang, X., Shi, W., Chen, C., Zhang, Y., et al. (2021) · Medical Image Analysis · doi:10.1016/j.media.2021.102119 · Cited by 39 · see citing works

Fetal Ultrasound Standard Plane Detection With Coarse-to-Fine Multi-Task Learning

Guo, J., Tan, G., Wu, F., Wen, H., & Li, K. (2022) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2022.3209589 · Cited by 31 · see citing works

Recognition of Fetal Facial Ultrasound Standard Plane Based on Texture Feature Fusion

Wang, X., Liu, Z., Du, Y., Diao, Y., Liu, P., Lv, G., & Zhang, H. (2021) · Computational and Mathematical Methods in Medicine · doi:10.1155/2021/6656942 · Cited by 23 · see citing works

Automatic recognition of fetal standard plane in ultrasound image

Lei, B., Liu, Z., Chen, S., Li, S., Ni, D., & Wang, T. (2014) · IEEE International Symposium on Biomedical Imaging (ISBI) · doi:10.1109/isbi.2014.6867815 · Cited by 23 · see citing works

Fetal facial standard plane recognition via very deep convolutional networks

Yu, Z., Ni, D., Chen, S., Li, S., Wang, T., & Lei, B. (2016) · 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/embc.2016.7590780 · Cited by 22 · see citing works

Automatic classification method of liver ultrasound standard plane images using pre-trained convolutional neural network

Wu, J., Zeng, P., Liu, P., & Lv, G. (2021) · Connection Science · doi:10.1080/09540091.2021.2015748 · Cited by 22 · see citing works

Fetal Abdominal Standard Plane Localization through Representation Learning with Knowledge Transfer

Chen, H., Ni, D., Yang, X., Li, S., & Heng, P. (2014) · Lecture notes in computer science · doi:10.1007/978-3-319-10581-9_16 · Cited by 17 · see citing works

An Effective Machine-Learning Based Feature Extraction/Recognition Model for Fetal Heart Defect Detection from 2D Ultrasonic Imageries

Wu, B., Liu, P., Wu, H., Liu, S., He, S., & Lv, G. (2022) · Computer Modeling in Engineering & Sciences · doi:10.32604/cmes.2022.020870 · Cited by 14 · see citing works

Early Pregnancy Fetal Facial Ultrasound Standard Plane‐Assisted Recognition Algorithm

Xue, H., Yu, W., Liu, Z., & Liu, P. (2023) · Journal of Ultrasound in Medicine · doi:10.1002/jum.16209 · Cited by 9 · see citing works

Ultrasound Plane Pose Regression: Assessing Generalized Pose Coordinates in the Fetal Brain

Vece, C. D., Lous, M. L., Dromey, B., Vasconcelos, F., David, A. L., Peebles, D., & Stoyanov, D. V. (2023) · IEEE Transactions on Medical Robotics and Bionics · doi:10.1109/tmrb.2023.3328638 · Cited by 6 · see citing works

The Classification and Segmentation of Fetal Anatomies Ultrasound Image: A Survey

Song, C., Gao, T., Wang, H., Sudirman, S., Zhang, W., & Zhu, H. (2020) · Journal of Medical Imaging and Health Informatics · doi:10.1166/jmihi.2021.3616 · Cited by 6 · see citing works

Automated segmentation of standard scanning planes to measure biometric parameters in foetal ultrasound images – a survey

Balagalla, U. B., Jayasooriya, V., de Alwis, C., & Akila Subasinghe, A. (2023) · Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization · doi:10.1080/21681163.2023.2179343 · Cited by 6 · see citing works

Detection of fetal facial anatomy in standard ultrasonographic sections based on real‐time target detection network

Liu, Z., Yu, W., Wu, X., Yang, T., Lyu, G., Liu, P., & Xue, H. (2023) · International Journal of Gynecology & Obstetrics · doi:10.1002/ijgo.15145 · Cited by 4 · see citing works

A Classification Algorithm of Ultrasonic Thyroid Standard Planes Using LBP and HOG Features

Wu, Y., & Liu, P. (2019) · IEEE International Conference on Anti-counterfeiting, Security, and Identification (ASID) · doi:10.1109/icasid.2019.8925122 · Cited by 4 · see citing works

Unsupervised Ultrasound Image Quality Assessment with Score Consistency and Relativity Co-learning

Guo, J., Lin, J., Tan, G., Lu, Y., Gao, Z., Li, S., & Li, K. (2024) · Lecture notes in computer science · doi:10.1007/978-3-031-72086-4_69 · Cited by 2 · see citing works

The New Landscape of Diagnostic Imaging with the Incorporation of Computer Vision

Cossio, M. (2023) · Artificial intelligence · doi:10.5772/intechopen.110133 · Cited by 3 · see citing works

Standard observation plane annotation for diagnosis of ossicular chain in the temporal bone CT images

Li, X., Wang, T., Tang, R., Hongxia, Y., Zhao, P., Li, Z., & Wang, Z. (2025) · Medical & Biological Engineering & Computing · doi:10.1007/s11517-024-03272-z · Cited by 1 · see citing works

Neurosono-net: deep learning para la detección de anomalías del cerebro fetal mediante ultrasonografía

Rojas-Azabache, C., & Romero-Olortiga, T. (2022) · Revista de investigación de Sistemas e Informática · doi:10.15381/risi.v15i2.24782 · Cited by 1 · see citing works

4D Cardiac Ultrasound Standard Plane Location by Spatial-Temporal CorrelationPreprint

Gu, Y., Yang, G., Yang, J., & Sun, K. (2016) · arXiv (Cornell University) · doi:10.48550/arxiv.1607.05969 · Cited by 1 · see citing works

Anatomy-Aware Standard Plane Localization in 3D Ultrasound with Geometric Constraints

Nie, J., Ouyang, X., Zhou, Y., Wan, Q., Xue, Z., Cao, X., & Shen, D. G. (2026) · Lecture notes in computer science · doi:10.1007/978-3-032-38236-8_5

Standard Plane Localization in Ultrasound by Radial Component Model and Selective Search

Ni, D., Yang, X., Chen, X., Chin, C.-T., Chen, S., Heng, P. A., Li, S., Qin, J., & Wang, T. (2014) · Ultrasound in Medicine & Biology · doi:10.1016/j.ultrasmedbio.2014.06.006 · Cited by 65 · see citing works

Standard plane localization in ultrasound by radial component

Yang, X., Ni, D., Qin, J., Li, S., Wang, T., Chen, S., & Heng, P. (2014) · IEEE International Symposium on Biomedical Imaging (ISBI) · doi:10.1109/isbi.2014.6868086 · Cited by 14 · see citing works

Fetal Abdominal Standard Plane Localization through Representation Learning with Knowledge Transfer

Chen, H., Ni, D., Yang, X., Li, S., & Heng, P. (2014) · Lecture notes in computer science · doi:10.1007/978-3-319-10581-9_16 · Cited by 17 · see citing works

Standard Plane Localization in Fetal Ultrasound via Domain Transferred Deep Neural Networks

Chen, H., Ni, D., Qin, J., Li, S., Yang, X., Wang, T., & Heng, P. A. (2015) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2015.2425041 · Cited by 379 · see citing works

Anatomy-Aware Standard Plane Localization in 3D Ultrasound with Geometric Constraints

Nie, J., Ouyang, X., Zhou, Y., Wan, Q., Xue, Z., Cao, X., & Shen, D. G. (2026) · Lecture notes in computer science · doi:10.1007/978-3-032-38236-8_5