Efficient and Robust Instrument Segmentation in 3D Ultrasound Using Patch-of-Interest-FuseNet with Hybrid Loss

Learning needle tip localization from digital subtraction in 2D ultrasound

(2019) Cosmas Mwikirize et al.   International Journal of Computer Assisted Radiology and Surgery

Automatic needle detection and real-time Bi-planar needle visualization during 3D ultrasound scanning of the liver

(2019) Muhammad Arif et al.   MEDICAL IMAGE ANALYSIS

Catheter localization in 3D ultrasound using voxel-of-interest-based ConvNets for cardiac intervention

(2019) Hongxu Yang et al.   International Journal of Computer Assisted Radiology and Surgery

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

(2018) Ozan Oktay et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes

(2018) Xiaomeng Li et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Robust and semantic needle detection in 3D ultrasound using orthogonal-plane convolutional neural networks

(2018) Arash Pourtaherian et al.   International Journal of Computer Assisted Radiology and Surgery

Medical Instrument Detection in 3-Dimensional Ultrasound Data Volumes

(2017) Arash Pourtaherian et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Detection of an invisible needle in ultrasound using a probabilistic SVM and time-domain features

(2017) Parmida Beigi et al.   ULTRASONICS

Enhanced needle localization in ultrasound using beam steering and learning-based segmentation

(2015) Charles R. Hatt et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Intensity-Based Visual Servoing for Instrument and Tissue Tracking in 3D Ultrasound Volumes

(2015) Caroline Nadeau et al.   IEEE Transactions on Automation Science and Engineering

Metrics for evaluating 3D medical image segmentation: analysis, selection, and tool

(2015) Abdel Aziz Taha et al.   BMC MEDICAL IMAGING

Line filtering for surgical tool localization in 3D ultrasound images

(2013) Marián Uherčík et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Automatic Needle Detection and Tracking in 3D Ultrasound Using an ROI-Based RANSAC and Kalman Method

(2013) Yue Zhao et al.   ULTRASONIC IMAGING

Parallel integral projection transform for straight electrode localization in 3-D ultrasound images

(2008) M. Barva et al.   IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL