Self-Normalizing Multi-Omics Neural Network for Pan-Cancer Prognostication
Abstract Prognostic markers such as overall survival (OS) and tertiary lymphoid structure (TLS) ratios, alongside diagnostic signatures like primary cancer-type…
BCS classification
Powdery mildew resistance prediction in Barley (Hordeum Vulgare L) with emphasis on machine learning approaches
Abstract By employing machine-learning models, this study utilizes agronomical and molecular features to predict powdery mildew disease resistance in Barley…
Machine Learning-Aided Optimization of In Vitro Tetraploid Induction in Cannabis
Abstract Polyploidy, characterized by an increase in the number of whole sets of chromosomes in an organism, offers a promising…
A new clinical classification of congenital biliary dilatation – HUAXI CBD classification
Abstract Background: Current biliary dilatation (BD) classifications are complex and based on cases including secondary BD, leading to unclear distinctions.…
Rapid In Situ Near-Infrared Assessment of Tetrahydrocannabinolic Acid in Cannabis Inflorescences before Harvest Using Machine Learning
Abstract Cannabis is cultivated for therapeutic and recreational purposes where delta-9 tetrahydrocannabinol (THC) is a main target for its therapeutic…
A comparison of RNA-Seq data preprocessing pipelines for transcriptomic predictions across independent studies
Abstract Background: RNA sequencing combined with machine learning techniques has provided a modern approach to the molecular classification of cancer.…
Non-destructive assessment of cannabis quality during drying process using hyperspectral imaging and machine learning
Abstract Cannabis sativa L. is an industrially valuable plant known for its cannabinoids, such as cannabidiol (CBD) and Δ9-tetrahydrocannabinol (THC),…
Hierarchical classification-based pan-cancer methylation analysis to classify primary cancer
Abstract Supplementary Information: The online version contains supplementary material available at 10.1186/s12859-023-05529-0. Article type: Research Article Keywords: Cancer, Classification, Cluster…
Apical Vertebras Distribution Modifier for Coronal Balance Classification in Adult Idiopathic Scoliosis
Abstract Background: We aimed to propose the apical vertebras distribution modifier to supplement the coronal balance (CB) classification for adult…
Bioavailability Enhancement Techniques for Poorly Aqueous Soluble Drugs and Therapeutics
Abstract The low water solubility of pharmacoactive molecules limits their pharmacological potential, but the solubility parameter cannot compromise, and so…