Results 211 to 220 of about 224,004 (328)

Addressing imbalanced data classification with Cluster-Based Reduced Noise SMOTE. [PDF]

PLoS One
Hemmatian J, Hajizadeh R, Nazari F.
europepmc   +1 more source

Comparative evaluation of data imbalance addressing techniques for CNN-based insider threat detection [PDF]

Taher Al‐Shehari, Mohammed Kadrie, Mohammed Nasser Al‐Mhiqani, Taha Alfakih, Hussain AlSalman, Mueen Uddin, Syed Sajid Ullah, Abdulhalim Dandoush   +7 more
openalex   +1 more source

Membrane Fusion‐Inspired Nanomaterials: Emerging Strategies for Infectious Disease and Cancer Diagnostics

Advanced Healthcare Materials, EarlyView.
Membrane fusion‐inspired nanomaterials offer transformative potential in diagnostics by mimicking natural fusion processes to achieve highly sensitive and specific detection of disease biomarkers. This review highlights recent advancements in nanomaterial functionalization strategies, signal amplification systems, and stimuli‐responsive fusion designs,
Sojeong Lee, Khulan Nyamzaya, Jueun Han, Yejin Song, Jihee Lee, Jung Hyun Jo, Seungmin Bang, Eun‐Kyung Lim, Seungjoo Haam, Eunjung Kim   +9 more
wiley   +1 more source

Approaches for handling imbalanced data used in machine learning in the healthcare field: A case study on Chagas disease database prediction. [PDF]

PLoS One
Coimbra AG, Oliveira CG, Libório MP, Mannan H, Santos LI, Fusco E, D'Angelo MFSV.   +6 more
europepmc   +1 more source

Sample selection bias in non-traditional lending: A copula-based approach for imbalanced data

Raffaella Calabrese, Silvia Angela Osmetti, Luca Zanin   +2 more
openalex   +2 more sources

Ascorbic Acid Modulates Collagen Properties in Glucocorticoid‐Induced Osteoporotic Bone: Insights into Chemical, Mechanical, and Biological Regulation

Advanced Healthcare Materials, EarlyView.
Osteoporosis from long‐term glucocorticoid (GIOP) use elevates susceptibility to fracture. This study shows GCs impair ascorbic acid (AA) metabolism in osteoblasts, collagen synthesis and extracellular matrix integrity. AA enhanced collagen biochemical and mechanical properties and restored osteoblast and endothelial function. These findings underscore
Micaila DE Curtis, Yoontae Kim, Rahul Patil, Xinran Zhang, Meth Jayatilake, Orelle Bulgin, Peter Lialios, Sana Surrency, Soraya Tarrah, Argyris K. Lazaris, Alison Grafton, James Williams IV, Seyedeh Boshra Nouraie, Maria Bizaki, Penelope Xeron, Edward Van Keuren, Jonathan E. Seppala, Evagelia C. Laiakis, Joanna B. Kitlinska, Stella Alimperti   +19 more
wiley   +1 more source

Improving Surgical Site Infection Prediction Using Machine Learning: Addressing Challenges of Highly Imbalanced Data. [PDF]

Diagnostics (Basel)
Al-Ahmari S, Nadeem F.
europepmc   +1 more source

Metallofullerenol Sc3N@C80(OH)18: A New Generation Radioprotector Protecting Human Erythrocytes Against Multiple Biochemical Damage Modes Upon Gamma Irradiation, Identifying It as a Scavenger of Short‐ and Long‐Lived Radicals

Advanced Healthcare Materials, EarlyView.
Metallofullerenol Sc3N@C80(OH)18 demonstrates strong radioprotective properties as a scavenger of both short‐ and long‐lived radicals. The study reveals protection of human erythrocytes from γ‐radiation–induced biochemical damage via post‐irradiation removal of primary and secondary reactive oxidants, supported by pulse radiolysis kinetics.
Jacek Grebowski, Maciej Studzian, Szymon Lekki‐Porebski, Anna Konarska, Marian Wolszczak, Grzegorz Litwinienko, Lukasz Pulaski   +6 more
wiley   +1 more source

Entropy-based dynamic ensemble classication algorithm for imbalanced data stream with concept drift. [PDF]

PLoS One
Gong J, Dong M.
europepmc   +1 more source

Class-Imbalanced Machinery Fault Diagnosis Using Heterogeneous Data Fusion Support Tensor Machine

Zhishan Min, Minghui Shao, Haidong Shao, Bin Liu   +3 more
openalex   +2 more sources