Results 201 to 210 of about 4,590,312 (339)

Interaction-Driven Dynamic Fusion for Multimodal Depression Detection: A Controlled Analysis of Gating and Cross-Attention Under Class Imbalance. [PDF]

Brain Sci
Matsumoto K, Kiuchi K, Umehara H, Nakataki M, Numata S.   +4 more
europepmc   +1 more source

Batch-balanced focal loss: a hybrid solution to class imbalance in deep learning. [PDF]

J Med Imaging (Bellingham), 2023
Singh J, Beeche C, Shi Z, Beale O, Rosin B, Leader J, Pu J.   +6 more
europepmc   +1 more source

Field Report from Collaborative Research Center 1625: Heterogeneous Research Data Management Using Ontology Representations

Advanced Engineering Materials, EarlyView.
A unified research data management framework for heterogeneous materials data is presented. The system integrates multimodal datasets using ontologies and knowledge graphs, enabling interoperability and FAIR (findable, accessible, interoperable, reusable) data principles. By linking data across scales and workflows, it supports reproducible, Artifitial
Doaa Mohamed, Samuel García Vázquez, Behnam Mardani, Victor Dudarev, Alfred Ludwig, Maribel Acosta, Markus Stricker   +6 more
wiley   +1 more source

Addressing Class Imbalance in Fetal Health Classification: Rigorous Benchmarking of Multi-Class Resampling Methods on Cardiotocography Data. [PDF]

Diagnostics (Basel)
Hawrami ZSM, Cengiz MA, Dünder E.
europepmc   +1 more source

Predictive Analysis of Diabetes-Risk with Class Imbalance. [PDF]

Comput Intell Neurosci, 2022
ElSeddawy AI, Karim FK, Hussein AM, Khafaga DS.   +3 more
europepmc   +1 more source

Incorporation of Selenium into Sol–Gel‐Derived Bioactive Glass: Influence on Glass Structure, Bioactivity, and its Selective Cytotoxicity

Advanced Engineering Materials, EarlyView.
Selenium was incorporated into a sol–gel‐derived bioactive glass to enable sustained therapeutic ion release. The selenium‐containing glass preserved bioactivity while selectively inducing cytotoxicity in osteosarcoma cells and maintaining osteoblastic viability.
Breno Rocha Barrioni, Thalita Marcolan Valverde, Talita Martins, Guilherme Mattos Jardim Costa, Alfredo Miranda de Goes, Marcello Rosa Dumont, Eduardo Henrique Martins Nunes, Marivalda de Magalhães Pereira   +7 more
wiley   +1 more source

Variance Extrapolated Class-Imbalance-Aware Domain Adaptive Myocardial Segmentation in Multi-Sequence Cardiac MRI. [PDF]

IEEE J Biomed Health Inform
Xing F, Liu X, Aganj I, Fakhri GE, Kim P, Choi BW, Woo J.   +6 more
europepmc   +1 more source

Counteracting Data Bias and Class Imbalance-Towards a Useful and Reliable Retinal Disease Recognition System. [PDF]

Diagnostics (Basel), 2023
Chłopowiec AR, Karanowski K, Skrzypczak T, Grzesiuk M, Chłopowiec AB, Tabakov M.   +5 more
europepmc   +1 more source

Solid‐State Diffusion and Intermetallic Phase Formation in Roll‐Bonded Mg–Zn Composites With Kirigami‐Patterned Inlay

Advanced Engineering Materials, EarlyView.
Mg–Zn composites with a thickness of 0.21 mm were fabricated using roll bonding of a kirigami‐patterned Mg alloy inlay within a Zn matrix. Thermal activation following this process led to the formation of tailored intermetallic structures, which provided the composite with enhanced flexural strength.
Yaroslav Frolov, Oleksandr Bobukh, Christian Klose, Florian Nürnberger, Hans Jürgen Maier   +4 more
wiley   +1 more source

Adaptive focal loss with personality stratification for stably mitigating hard class imbalance in multi-dimensional personality recognition. [PDF]

Sci Rep
Tan JJ, Kwan BH, Ng DW, Hum YC.
europepmc   +1 more source