A review of deep learning based methods for medical image multi-organ segmentation
Deep learning has revolutionized image processing and achieved the-state-of-art
performance in many medical image segmentation tasks. Many deep learning-based …
performance in many medical image segmentation tasks. Many deep learning-based …
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 …
Educational data mining techniques for student performance prediction: method review and comparison analysis
Y Zhang, Y Yun, R An, J Cui, H Dai… - Frontiers in psychology, 2021 - frontiersin.org
Student performance prediction (SPP) aims to evaluate the grade that a student will reach
before enrolling in a course or taking an exam. This prediction problem is a kernel task …
before enrolling in a course or taking an exam. This prediction problem is a kernel task …
MobileUNet-FPN: A semantic segmentation model for fetal ultrasound four-chamber segmentation in edge computing environments
The apical four-chamber (A4C) view in fetal echocardiography is a prenatal examination
widely used for the early diagnosis of congenital heart disease (CHD). Accurate …
widely used for the early diagnosis of congenital heart disease (CHD). Accurate …
An efficient deep learning approach for colon cancer detection
Colon cancer is the second most common cause of cancer death in women and the third
most common cause of cancer death in men. Therefore, early detection of this cancer can …
most common cause of cancer death in men. Therefore, early detection of this cancer can …
Automatic multi‐catheter detection using deeply supervised convolutional neural network in MRI‐guided HDR prostate brachytherapy
Purpose High‐dose‐rate (HDR) brachytherapy is an established technique to be used as
monotherapy option or focal boost in conjunction with external beam radiation therapy …
monotherapy option or focal boost in conjunction with external beam radiation therapy …
Multi‐needle localization with attention U‐net in US‐guided HDR prostate brachytherapy
Purpose Ultrasound (US)‐guided high dose rate (HDR) prostate brachytherapy requests the
clinicians to place HDR needles (catheters) into the prostate gland under transrectal US …
clinicians to place HDR needles (catheters) into the prostate gland under transrectal US …
A YOLOX-based deep instance segmentation neural network for cardiac anatomical structures in fetal ultrasound images
Echocardiography is an essential procedure for the prenatal examination of the fetus for
congenital heart disease (CHD). Accurate segmentation of key anatomical structures in a …
congenital heart disease (CHD). Accurate segmentation of key anatomical structures in a …
Graph-regularized federated learning with shareable side information
This study focuses on specifying local models in federated learning (FL), which allows a
large number of clients to improve their corresponding models by training a shared global …
large number of clients to improve their corresponding models by training a shared global …
Multi-instance discriminative contrastive learning for brain image representation
This paper focuses on the problem of learning discriminative representation for brain
images, which is a critical task toward understanding brain developments. Related studies …
images, which is a critical task toward understanding brain developments. Related studies …