Results 261 to 270 of about 30,563 (303)

FSSM-DDI: Fusion State Space Model for predicting drug-drug interaction using social-media and drug descriptions. [PDF]

BMC Biol
Zhang S, Zhang T, Wang D, Zhang X.
europepmc   +1 more source

Accelerating Primary Screening of USP8 Inhibitors from Drug Repurposing Databases with Tree‐Based Machine Learning

Advanced Intelligent Discovery, EarlyView.
This study introduces a tree‐based machine learning approach to accelerate USP8 inhibitor discovery. The best‐performing model identified 100 high‐confidence repurposable compounds, half already approved or in clinical trials, and uncovered novel scaffolds not previously studied. These findings offer a solid foundation for rapid experimental follow‐up,
Yik Kwong Ng, Sharon Ai Er Lam, Wei Chun Lim, Hannah Hui Min Toh, Shi Jun Ang   +4 more
wiley   +1 more source

PriorNav: Prior Knowledge Enhanced Zero-Shot Goal Navigation via Multi-Step Iterative Reasoning. [PDF]

Sensors (Basel)
Liu W, Zhuang X, Ma L, Deng Z.
europepmc   +1 more source

Computer Vision Pipeline for Image Analysis for Freeze‐Fracture Electron Microscopy: Rosette Cellulose Synthase Complexes Case

Advanced Intelligent Discovery, EarlyView.
This paper presents a computer vision (deep learning) pipeline integrating YOLOv8 and YOLOv9 for automated detection, segmentation, and analysis of rosette cellulose synthase complexes in freeze‐fracture electron microscopy images. The study explores curated dataset expansion for model improvement and highlights pipeline accuracy, speed ...
Siri Mudunuri, Leala Carbonneau, Eric M. Roberts, Alison W. Roberts, Candace H. Haigler, Alexey V. Gulyuk, Yaroslava G. Yingling   +6 more
wiley   +1 more source

Graph attention and text semantics improve personalized recommendation. [PDF]

Sci Rep
Dong J, Shen Z, Luo H, Lyu T, Gao W.
europepmc   +1 more source

Data‐Guided Photocatalysis: Supervised Machine Learning in Water Splitting and CO2 Conversion

Advanced Intelligent Discovery, EarlyView.
This review highlights recent advances in supervised machine learning (ML) for photocatalysis, emphasizing methods to optimize photocatalyst properties and design materials for solar‐driven water splitting and CO2 reduction. Key applications, challenges, and future directions are discussed, offering a practical framework for integrating ML into the ...
Paul Rossener Regonia, Christian Mark Pelicano   +1 more
wiley   +1 more source

HKD-CPI: high-order knowledge distillation enhanced inductive compound-protein interaction prediction. [PDF]

Bioinformatics
He Z, Liu X, Jiang Y, Xu J, Lin Y, Jin S, Wei L, Wang Y.   +7 more
europepmc   +1 more source

Mine intelligent ventilation event capture and scheme reasoning knowledge base. [PDF]

Sci Rep
Gong C, Dong J, Li Y, Li J, Xue J, Chen M, Liu J.   +6 more
europepmc   +1 more source

Adaptive knowledge distillation based structure-text embedding integrating for knowledge graph completion. [PDF]

PLoS One
Li Q, Lv Y, Wei X, Li C, Wei L, Zhang J, Wei W.   +6 more
europepmc   +1 more source

DeepDRP: Dose-response predictions of drug pairs using deep learning based on data-driven feature representation and dose-response curve characteristics. [PDF]

PLoS One
Moragheb M, Dehghan A, Razzaghi P, Gharaghani S.   +3 more
europepmc   +1 more source