High-accuracy lung sound classification for healthy versus unhealthy diagnosis using artificial neural network. [PDF]
Zhang W +6 more
europepmc +1 more source
On the analysis of data augmentation methods for spectral imaged based heart sound classification using convolutional neural networks. [PDF]
Zhou G, Chen Y, Chien C.
europepmc +1 more source
Automating AI Discovery for Biomedicine Through Knowledge Graphs and Large Language Models Agents
This work proposes a novel framework that automates biomedical discovery by integrating knowledge graphs with multiagent large language models. A biologically aligned graph exploration strategy identifies hidden pathways between biomedical entities, and specialized agents use this pathway to iteratively design AI predictors and wet‐lab validation ...
Naafey Aamer +3 more
wiley +1 more source
Heart Sound Classification Based on Multi-Scale Feature Fusion and Channel Attention Module. [PDF]
Li M, He Z, Wang H.
europepmc +1 more source
Left Ventricular Pressure Estimation Using Machine Learning-Based Heart Sound Classification. [PDF]
Westphal P +7 more
europepmc +1 more source
scTIGER2.0 is a deep‐learning framework that infers gene regulatory networks from single‐cell RNA sequencing data. By integrating correlation, pseudotime ordering, deep learning and bootstrap‐based significance testing, it reduces false positives and reveals directional gene interactions.
Nishi Gupta +3 more
wiley +1 more source
Multi-level feature encoding algorithm based on FBPSI for heart sound classification. [PDF]
Fang Y, Leng H, Wang W, Liu D.
europepmc +1 more source
A convolutional neural network-based framework for analysis and assessment of non-linguistic sound classification and enhancement for normal hearing and cochlear implant listeners. [PDF]
Shekar RCMC, Hansen JHL.
europepmc +1 more source
A laser pointer‐guided robotic grasping method for arbitrary objects based on promptable segment anything model and force‐closure analysis is presented. Grasp generation methods based on force‐closure analysis can calculate the optimal grasps for objects through their appearances. However, the limited visual perception ability makes robots difficult to
Yan Liu +5 more
wiley +1 more source
Correction: Improving the Robustness and Clinical Applicability of Automatic Respiratory Sound Classification Using Deep Learning-Based Audio Enhancement: Algorithm Development and Validation. [PDF]
Tzeng JT +7 more
europepmc +1 more source

