Localization of Fetal Head in Ultrasound Images by Multiscale View and Deep Neural Networks
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Shadrokh Samavi | Nader Karimi | Ali Emami | Zahra Sobhaninia | N. Karimi | S. Samavi | Ali Emami | Zahra Sobhaninia
[1] B. Ginneken,et al. Automated measurement of fetal head circumference using 2D ultrasound images , 2018, PloS one.
[2] Jin Keun Seo,et al. Automatic Estimation of Fetal Abdominal Circumference From Ultrasound Images , 2017, IEEE Journal of Biomedical and Health Informatics.
[3] Bram van Ginneken,et al. A survey on deep learning in medical image analysis , 2017, Medical Image Anal..
[4] Vinod Kumar,et al. Improved segmentation of ultrasound images for fetal biometry, using morphological operators , 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
[5] Xavier Bresson,et al. Evaluation and Comparison of Current Fetal Ultrasound Image Segmentation Methods for Biometric Measurements: A Grand Challenge , 2014, IEEE Transactions on Medical Imaging.
[6] Daniel Rueckert,et al. Cascaded Transforming Multi-task Networks For Abdominal Biometric Estimation from Ultrasound , 2018 .
[7] L. Chitty,et al. Fetal Size and Dating: Charts Recommended for Clinical Obstetric Practice , 2009 .
[8] Sébastien Ourselin,et al. Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations , 2017, DLMIA/ML-CDS@MICCAI.
[9] Jinglu Tan,et al. Automated fetal head detection and measurement in ultrasound images by iterative randomized Hough transform. , 2005, Ultrasound in medicine & biology.
[10] Thomas Brox,et al. U-Net: Convolutional Networks for Biomedical Image Segmentation , 2015, MICCAI.
[11] Yun Wang,et al. A More Streamlined U-net for Nerve Segmentation in Ultrasound Images , 2018, 2018 Chinese Automation Congress (CAC).
[12] Nader Karimi,et al. Brain Tumor Segmentation Using Deep Learning by Type Specific Sorting of Images , 2018, ArXiv.
[13] Eugenio Culurciello,et al. LinkNet: Exploiting encoder representations for efficient semantic segmentation , 2017, 2017 IEEE Visual Communications and Image Processing (VCIP).
[14] Gustavo Carneiro,et al. Detection and Measurement of Fetal Anatomies from Ultrasound Images using a Constrained Probabilistic Boosting Tree , 2008, IEEE Transactions on Medical Imaging.
[15] Shadrokh Samavi,et al. Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning , 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
[16] Daniel Rueckert,et al. Deep learning with ultrasound physics for fetal skull segmentation , 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).
[17] Verónica Medina-Bañuelos,et al. Automatic Fetal Head Measurements from Ultrasound Images Using Optimal Ellipse Detection and Texture Maps , 2015 .
[18] Ebrahim Nasr-Esfahani,et al. Liver Segmentation in CT Images Using Three Dimensional to Two Dimensional Fully Convolutional Network , 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).