Placenta Segmentation

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Most implemented papers archive 2025-07-28

7 shown of 7 papers with code (11 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• PRISM Lite: A lightweight model for interactive 3D placenta segmentation in ultrasound
  9 Aug 2024 2 repositories listed
  The proposed model adopts the segmentation from our fully automated model for initialization and is designed in a human-in-the-loop manner to achieve iterative improvements.
• Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound images
  10 Jul 2024 2 repositories listed
  These models produce a segmentation from visual prompts provided to indicate the target region, which may offer a feasible solution for practical use.
• Shape-aware Segmentation of the Placenta in BOLD Fetal MRI Time Series
  8 Dec 2023 1 repository listed
  In this work, we propose a machine learning segmentation framework for placental BOLD MRI and apply it to segmenting each volume in a time series.
• Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series
  5 Oct 2023 1 repository listed
  The placenta plays a crucial role in fetal development.
• Automatic Segmentation of the Placenta in BOLD MRI Time Series
  4 Aug 2022 1 repository listed
  In this work, we propose a machine learning model based on a U-Net neural network architecture to automatically segment the placenta in BOLD MRI and apply it to segmenting each volume in a time series.
• Placenta Segmentation in Ultrasound Imaging: Addressing Sources of Uncertainty and Limited Field-of-View
  29 Jun 2022 1 repository listed
  Automatic segmentation of the placenta in fetal ultrasound (US) is challenging due to the (i) high diversity of placenta appearance, (ii) the restricted quality in US resulting in highly variable reference annotations,…
• DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation
  3 Jul 2017 1 repository listed
  We propose a deep learning-based interactive segmentation method to improve the results obtained by an automatic CNN and to reduce user interactions during refinement for higher accuracy.