Latest AI and machine learning research in staffing & scheduling for healthcare professionals.
Medical image segmentation plays a critical role in modern clinical diagnosis. However, existing met...
Recent advancements in diagnostic technologies have significantly transformed the landscape of respi...
This review paper comprehensively examines recent advancements in machine learning (ML) applications...
This paper presents a novel method for weakly-supervised semantic segmentation (WSSS) of histology i...
Extracellular vesicles (EVs), which are secreted by various cell types, hold significant potential f...
Deep Learning in Image Registration (DLIR) methods have been tremendously successful in image regist...
Training neural networks (NNs) to behave as model predictive control (MPC) algorithms is an effectiv...
Starting in the 1970s with robots that were physically isolated from contact with their human co-wor...
Recently, post-training quantization (PTQ) has become the de facto way to produce efficient low-prec...
Foundation models are usually pre-trained on large-scale datasets and then adapted to different down...
Point cloud semantic segmentation can enhance the understanding of the production environment and is...
Energy-based models (EBMs) show their efficiency in density estimation. However, MCMC sampling in tr...
The divergence between labeled training data and unlabeled testing data is a significant challenge f...
Deep learning for Electroencephalography (EEG) has become dominant in the tasks of discrimination an...
Existing research on federated learning (FL) usually assumes that training labels are of high qualit...
Recently, quantum federated learning (QFL) has received significant attention as an innovative parad...
This study focuses on training a multi-task learning (MTL) type machine learning (ML) model to predi...
OBJECTIVES: The operating room is a fast-paced and demanding environment. Among the various factors ...
Machine learning (ML) tools offer new opportunities in drug discovery, especially for enhancing our ...
Optical coherence tomography (OCT) has sufficient depth penetration for detection of skin pathologie...
. Accurately and in real-time simulating soft tissue deformation and visualizing stress distribution...