An Effective Perturbation Based Semi-Supervised Learning Method for Sound Event Detection
Xu Zheng +5 more
openalex +2 more sources
Barriers and Enablers for Effective Support Coordination in the National Disability Insurance Scheme
ABSTRACT Support coordinators act as intermediaries between the National Disability Insurance Scheme (NDIS) and participants, facilitating access to funded supports. To optimise outcomes, they must navigate NDIS complexities, identify services that meet individual needs and engage with diverse stakeholders.
Sharyn McDonald +3 more
wiley +1 more source
Uncertainty-weighted semi-supervised learning with dynamic entropy masking and Bhattacharyya-regularized loss. [PDF]
Ghazal MT, Tanha J, Shahi N, Roshan S.
europepmc +1 more source
Research progress in animal models of dry eye disease: Types, mechanisms, and application prospects
Pivotal multifactorial animal models for translational dry eye disease research. Abstract Dry eye disease (DED) is a prevalent and complex multifactorial ocular surface disorder, leading to significant visual discomfort and diminished quality of life.
Jinshen Liu +12 more
wiley +1 more source
Balance and fall-risk assessment in older adults using wearable plantar pressure and semi-supervised learning. [PDF]
Ou J +9 more
europepmc +1 more source
Motion feature extraction based on semi-supervised learning and long short-term memory network in digital dance. [PDF]
Yang X, Sun H, Lyu Y, Sun Y.
europepmc +1 more source
Deep graph learning for semi-supervised classification [PDF]
Guangfeng Lin +4 more
openalex +1 more source
Machine Learning Accelerates Crystallization for Structure Determination
Single‐crystal x‐ray diffraction (SCXRD) is often constrained by the difficulty of obtaining suitable crystals. Here, a machine learning‐accelerated co‐crystal discovery workflow is established for a crystalline mate strategy that achieves over 95% prediction accuracy and experimentally delivers 114 co‐crystals from 120 candidates.
Cui‐Zhou Luan +10 more
wiley +1 more source
Srnc: semi-supervised learning for robust novel cell-type identification in single cell RNA sequencing data. [PDF]
Nguyen TV, Do VH, Nguyen VL.
europepmc +1 more source
Subclass-Aware Contrastive Semi-Supervised Learning for Inflammatory Bowel Disease Classification from Colonoscopy Images. [PDF]
Lin K +5 more
europepmc +1 more source

