The question of molecular similarity is core in cheminformatics and is usually assessed via a pairwise comparison based on vectors of properties or molecular fingerprints. We recently …
S Rabbani, N Khan - Bioengineering, 2022 - mdpi.com
In recent literature, ECG-based stress assessment has become popular due to its proven correlation to stress and increased accessibility of ECG data through commodity hardware …
Computer vision wood identification (CVWID) has focused on laboratory studies reporting consistently high model accuracies with greatly varying input data quality, data hygiene, and …
Y You, S Chang, Z Yang, Q Sun - Frontiers in Neuroscience, 2023 - frontiersin.org
Traditional supervised learning methods require large quantities of labeled data. However, labeling sleep data according to polysomnography by well-trained sleep experts is a very …
X Chang, J Wang, R Guo, Y Wang, W Li - Mathematics, 2023 - mdpi.com
Learning effective graph representations in an unsupervised manner is a popular research topic in graph data analysis. Recently, contrastive learning has shown its success in …
E Neghawi, Y Liu - Big Data and Cognitive Computing, 2024 - mdpi.com
Self-supervised learning continues to drive advancements in machine learning. However, the absence of unified computational processes for benchmarking and evaluation remains a …
A Yamazaki, T Ishida - Applied Sciences, 2022 - mdpi.com
While two-view mammography taking both mediolateral-oblique (MLO) and cranio-caudual (CC) views is the current standard method of examination in breast cancer screening, single …
Herbal medicine gained popularization over the years, and it was the base of the modern medicine's development. According to a survey, 70–80% of the world population directly or …
X Li, B Peng, Z Xie - Electronics, 2023 - mdpi.com
No-reference segmentation quality evaluation aims to evaluate the quality of image segmentation without any reference image during the application process. It usually …