Weakly-supervised learning for catheter segmentation in 3D frustum ultrasound

Two-Stage Mask-RCNN Approach for Detecting and Segmenting the Optic Nerve Head, Optic Disc, and Optic Cup in Fundus Images

(2020) Haidar Almubarak et al.   Applied Sciences-Basel

Iterative Label Denoising Network: Segmenting Male Pelvic Organs in CT From 3D Bounding Box Annotations

(2020) Shuai Wang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

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

Constrained-CNN losses for weakly supervised segmentation

(2019) Hoel Kervadec 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

Localizing B-Lines in Lung Ultrasonography by Weakly Supervised Deep Learning, In-Vivo Results

(2019) Ruud J. G. van Sloun et al.   IEEE Journal of Biomedical and Health Informatics

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

Constrained Deep Weak Supervision for Histopathology Image Segmentation

(2017) Zhipeng Jia et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks

(2017) Martin Rajchl et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation

(2017) Konstantinos Kamnitsas et al.   MEDICAL IMAGE ANALYSIS

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

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