Medical instrument detection in ultrasound: a review
Medical instrument detection is essential for computer-assisted interventions, since it
facilitates clinicians to find instruments efficiently with a better interpretation, thereby …
facilitates clinicians to find instruments efficiently with a better interpretation, thereby …
Automatic multi-needle localization in ultrasound images using large margin mask RCNN for ultrasound-guided prostate brachytherapy
Multi-needle localization in ultrasound (US) images is a crucial step of treatment planning for
US-guided prostate brachytherapy. However, current computer-aided technologies are …
US-guided prostate brachytherapy. However, current computer-aided technologies are …
Weakly Semi-supervised Detector-based Video Classification with Temporal Context for Lung Ultrasound
For many challenging medical imaging tasks involving sequences, video-level labels alone
are insufficient to train accurate disease classification models and do not carry information …
are insufficient to train accurate disease classification models and do not carry information …
A Review of Image Processing Methods in Prostate Ultrasound
Prostate cancer (PCa) poses a significant threat to men's health, with early diagnosis being
crucial for improving prognosis and reducing mortality rates. Transrectal ultrasound (TRUS) …
crucial for improving prognosis and reducing mortality rates. Transrectal ultrasound (TRUS) …
Medical instrument detection in ultrasound-guided interventions: A review
Medical instrument detection is essential for computer-assisted interventions since it would
facilitate the surgeons to find the instrument efficiently with a better interpretation, which …
facilitate the surgeons to find the instrument efficiently with a better interpretation, which …
Region of interest discovery using discriminative concrete autoencoder for covid-19 lung ct images
The coronavirus pandemic, also known as COVID-19 pandemic, has led to tens of millions
of cases and over half of a million deaths as of August 2020. Chest CT is an important …
of cases and over half of a million deaths as of August 2020. Chest CT is an important …
Ultrasound multi-needle detection using deep attention U-Net with TV regularizations
A deep-learning model based on the U-Net architecture was developed to segment multiple
needles in the 3D transrectal ultrasound (TRUS) images. Attention gates were adopted in …
needles in the 3D transrectal ultrasound (TRUS) images. Attention gates were adopted in …
Artificial intelligence in quantitative ultrasound imaging: A review
Quantitative ultrasound (QUS) imaging is a reliable, fast and inexpensive technique to
extract physically descriptive parameters for assessing pathologies. Despite its safety and …
extract physically descriptive parameters for assessing pathologies. Despite its safety and …
Multi-needle detection in ultrasound image using max-margin mask R-CNN
Digitalizing all the needles in ultrasound (US) images is a crucial step of treatment planning
for US-guided high-dose-rate (HDR) prostate brachytherapy. However, current computer …
for US-guided high-dose-rate (HDR) prostate brachytherapy. However, current computer …
A Review on the Applications of Convolutional Neural Networks in Ultrasound-Based Prostate Brachytherapy
Brachytherapy is an important treatment modality for prostate cancer. Three-dimensional
transrectal ultrasound (3D TRUS) is a common intraoperative imaging tool for prostate …
transrectal ultrasound (3D TRUS) is a common intraoperative imaging tool for prostate …