Intelligent Supportive System for People with Profound Intellectual and Multiple Disabilities
A holistic INSENSION system is developed—a novel intelligent decision support system leveraging state‐of‐the‐art noninvasive audio‐visual sensor technologies together with machine learning algorithms and expert knowledge, to detect and interpret behaviors and communications (nonverbal signals—NVSs) of people with PIMD in challenging real‐world ...
Gašper Slapničar+10 more
wiley +1 more source
Improving Clarity and Interpretability of Items in a Bilingual Index of Propensity to Integrate Research Evidence Into Clinical Decision-Making in Rehabilitation. [PDF]
Roberge-Dao J+4 more
europepmc +1 more source
Image classification plays a pivotal role in biomedical image analysis. Herein, it is shown that large multimodal models, such as GPT‐4, achieve superior performance in one‐shot learning, generalization, interpretability, and text‐driven image classification. Applications span tissue, cell type, cellular state, and disease classification, outperforming
Wenpin Hou+4 more
wiley +1 more source
Establishing the Neck Disability Index as a Valid Tool for Assessing Persistent Neck Pain in the Albanian Population. [PDF]
Zeqiri E, Qorri E, Todri J, Lena O.
europepmc +1 more source
Nanomechanical Systems for Reservoir Computing Applications
Nanoelectromechanical systems (NEMS) are known for their strong nonlinear response, which can be conducive for reservoir computing. In this work, the authors build an NEMS‐based reservoir and investigate the classification accuracy as a function of drive levels and operation points.
Enise Kartal+7 more
wiley +1 more source
Assessing the Equivalence of Telephone-MoCA and MoCA-22 in Healthy Adults. [PDF]
Kim H, Jung Y, Sohn JH, Chin J, Kang Y.
europepmc +1 more source
Utilizing Data Imbalance to Enhance Compound–Protein Interaction Prediction Models
This research paper introduces FilmCPI, a sequence‐based model for predicting compound–protein interactions. It uniquely leverages data imbalance between proteins and compounds to improve performance. FilmCPI outperforms baseline models across multiple datasets and demonstrates strong transferability to unseen protein families without increasing ...
Wei Lin, Chi Chung Alan Fung
wiley +1 more source
Protocol for translation and cross-cultural adaptation of diagnostic questionnaires for pediatric disorders of gut-brain interaction. [PDF]
Tomé TM+6 more
europepmc +1 more source
An Integrated and Flexible Humidity Sensor for Noncontact Handwriting Recognition
A noncontact handwriting recognition system is fabricated by directly integrating a 4 × 4 flexible humidity sensing array and a designed flexible sampling circuit. Assisted with a CNN model, the handwriting recognition system can realize the recognition of handwriting digits 1–9 with an average accuracy of 98.67%.
Yu Xiao, Jingjing Yao, Shujuan Zhu
wiley +1 more source